# Plauti

> The AI-ready data platform for Salesforce & Dynamics. See what's wrong, fix it, stop it coming back, and put trusted data to work — natively, in your org.

## Home

- [Trusted CRM data for Salesforce & Dynamics](https://www.plauti.com/)

## Pages

- [Resources](https://www.plauti.com/resources): Writing and customer stories on Salesforce and Dynamics 365 data quality — deduplication, validation, routing, and what breaks when data drifts.
- [Plauti AI Info: Native data quality for Salesforce and Dynamics 365](https://www.plauti.com/ai-info): Official, structured info for AI assistants. Plauti's native data quality platform for Salesforce and Dynamics 365 CE, built around a Monitor, Clean, Prevent, Act lifecycle.
- [Data Act](https://www.plauti.com/data-act): Plauti's EU Data Act compliance overview, data residency, safeguards against unlawful government access, and customer switching and porting rights.
- [Responsible Disclosure](https://www.plauti.com/responsible-disclosure): How to report security vulnerabilities, what to expect from our team, and our PGP key for encrypted reports.
- [Partner with us](https://www.plauti.com/partners): Explore Plauti's consultancy, reseller, and referral partner programs for Salesforce and Dynamics 365 CE data quality solutions.
- [Salesforce and Dynamics 365 data quality blog](https://www.plauti.com/blog): Practical writing for admins and consultants: deduplication, validation, routing, and the failure modes that only show up at scale.
- [Plauti case studies](https://www.plauti.com/case-studies): How teams running Salesforce and Dynamics 365 cut duplicates, validated at the point of entry, and stopped their automations breaking on bad data.
- [Book a demo](https://www.plauti.com/book-a-demo): Book a call with our sales team to see how Plauti can improve your customer data.
- [Product tours](https://www.plauti.com/product-tours): Explore interactive Plauti product tours for monitoring, cleaning, preventing, and acting on CRM data quality issues.
- [Pricing](https://www.plauti.com/pricing): Monitor, Clean, Prevent and Act are priced independently — metered by records, never a surprise mid-term.
- [About Plauti | Data Quality for Salesforce & Dynamics 365 CE](https://www.plauti.com/about): Plauti builds data quality software for Salesforce and Dynamics 365 CE. Learn about our mission, values, and the team behind clean, reliable CRM data.
- [Jobs at Plauti in Arnhem (hybrid) - Dev, Sales, Marketing, and more](https://www.plauti.com/careers): Join Plauti's hybrid team in Arnhem. We build data quality software for Salesforce and Dynamics 365 CE, and give our people real room to grow.
- [Terms and conditions](https://www.plauti.com/usage-terms): Terms and conditions for using Plauti's Salesforce and Dynamics 365 CE data quality software, covering US, EU, and other international customers.
- [Why Plauti | One engine for CRM data quality](https://www.plauti.com/why-plauti): One engine monitors, cleans, prevents and acts on your CRM data — inside your org, on your rules, with changes you can roll back. What we find, we fix.

## Platform

- [Document every CRM field, and score how healthy it is](https://www.plauti.com/feature/document-crm-data): Every object and field you add lands in one library: type, length, fill rate and the description your CRM holds, flagged when it is empty. Find any field by label or API name in one search.
- [Address Validation](https://www.plauti.com/feature/verify-address): Prevent bad addresses from entering your CRM and clean up the ones already there. Validate and auto-format addresses for 240+ countries with Plauti.
- [Automate data quality in Salesforce: Flow, jobs, API](https://www.plauti.com/feature/automate): Run dedupe, verification and field actions from any flow, on a schedule, from a list view, or through the API. Records get fixed as automation writes them, with a before-and-after audit trail.
- [Stop duplicates from APIs, data loads and integrations](https://www.plauti.com/feature/bulk-prevention): API writes, data loads and integrations get the same matching rules as manual entry. Clear duplicates merge on arrival; the rest wait in a review queue.
- [Data quality score & health check for Salesforce](https://www.plauti.com/feature/check-data-health): Analyses that score your CRM data quality at object, field and record level: fill rate, duplicate values, format patterns, orphaned lookups. Track the score over time and show data is AI-ready.
- [Duplicate prevention in your CRM](https://www.plauti.com/feature/duplicate-prevention): Matching records appear while a record is still being typed, with their scores. Per object, warn the person or block the save. The same rules run on web forms and on records already there.
- [Find and merge duplicate records in Salesforce](https://www.plauti.com/feature/merge-duplicates): Scan one object or two for duplicates, on demand or on a schedule. Your scenario decides what matches; your merge rules decide which record survives and which values carry over.
- [Monitor CRM data quality on a schedule](https://www.plauti.com/feature/monitor-and-alerts): Monitor CRM data quality continuously: run the same health check daily, weekly or monthly, keep every run, and read per-field trends with thresholds that turn a slipping field amber or red.
- [Phone Number Validation](https://www.plauti.com/feature/phone-validation): Prevent bad phone numbers from entering your CRM and clean up the ones already there. Validate and auto-format numbers for 240+ countries with Plauti.
- [Put your CRM on auto-pilot](https://www.plauti.com/feature/agentic-data-checks): Understand which data is entering your CRM and make it clear what goes wrong — natively, in your org.
- [Validate email, phone and address at entry](https://www.plauti.com/feature/validate-at-entry): Email, phone and postal addresses checked as records are created: on the record page, on import, from an integration or a web form. Status, standardized value and date written back.
- [Standardize fields in bulk, inside your CRM](https://www.plauti.com/feature/standardize-fields): Configure a field correction once and run it across every matching record - from a list view, on a schedule, or the moment a record changes. Permissions, record caps and a full audit trail.
- [Verify email, phone and address in Salesforce](https://www.plauti.com/feature/verify-crm-data): Find out which emails, phone numbers and addresses actually work. The result and the date are saved on the record, on new data and on what you already have.
- [Lead and case routing in Salesforce: round robin, SLAs](https://www.plauti.com/feature/route-and-assign): Route leads, cases and any custom object to the right owner: round robin, weighted, load-balanced or distance-based, with capacity caps, working hours, SLA reassignment and a full routing log.

## CRM

- [Microsoft Dynamics 365 CE](https://www.plauti.com/crm/microsoft-dynamics): Native data quality for Dynamics 365 CE. See what is wrong in Dataverse, merge duplicates at scale, and stop bad records at every entry point.
- [Plauti for Salesforce | Native CRM data quality](https://www.plauti.com/crm/salesforce): Native data quality for Salesforce. See what's wrong object by object, merge duplicates at scale, block bad records at every entry point, and act on data your team actually trusts.

## Solutions

- [AI lead and account enrichment for routing](https://www.plauti.com/solutions/ai-powered-enrichment): Enrich incomplete Salesforce leads and accounts with your own AI and data providers, then let Plauti route each record to the right team from day one.
- [Understand Your Salesforce Org, Field by Field](https://www.plauti.com/solutions/finally-understand-your-own-salesforce-org): See what every Salesforce field is for, who owns it, and how healthy its data is, without leaving Setup or asking around your team for answers.
- [Higher Education Data Quality for Salesforce](https://www.plauti.com/solutions/higher-education): Higher education institutions dedupe and standardize Salesforce student records for one trusted view. Better data improves enrollment and retention.
- [Improve Data Quality for Insurance Teams in Salesforce](https://www.plauti.com/solutions/insurance): Give service reps and advisors one clean, trusted policyholder view in Salesforce, so every team acts on the same unified record instead of fragmented data.
- [Let managers manage lead assignment, no IT needed](https://www.plauti.com/solutions/let-managers-manage-lead-assignment): Managers control lead and opportunity routing in Salesforce directly, without filing an IT ticket. Routing updates instantly as teams and territories change.
- [Make Salesforce Automations & AI Agents Reliable](https://www.plauti.com/solutions/make-salesforce-automations-and-ai-agents-reliable): See Salesforce field health before you build automations or deploy Agentforce agents: fill rate, duplicate rate, and drift, monitored on an ongoing basis.
- [Non-Profit Data Quality for Salesforce](https://www.plauti.com/solutions/non-profit): Plauti gives non-profits one connected donor view in Salesforce. Cut failed deliveries, speed up data entry, and simplify compliance reporting.
- [Re-triage and reassignment for Salesforce cases](https://www.plauti.com/solutions/re-triage-and-reassignment-when-things-change): Plauti re-scores each Salesforce case as new messages arrive, then reassigns it automatically once urgency, sentiment, or risk crosses a threshold.
- [Improve Customer Experience With Clean CRM Data](https://www.plauti.com/solutions/customer-experience): Clean, deduplicated Salesforce or Microsoft Dynamics 365 CE data helps you segment customers, route leads faster, and respond with fewer errors, from first contact through renewal.
- [Customer 360 for Salesforce and Microsoft Dynamics 365 CE](https://www.plauti.com/solutions/customer-360): Plauti unifies scattered Salesforce or Microsoft Dynamics 365 CE records into one accurate customer profile. Sales, marketing, and service teams all work from the same data.
- [AI intent detection for smarter case routing](https://www.plauti.com/solutions/intent-detection): Your AI reads what a customer wants and sets an intent field. Plauti reads that field and routes the case to the right team.
- [Automated Duplicate Cleanup and Merging](https://www.plauti.com/solutions/deduplicate-and-forget): Automatically validate, merge, and prevent duplicate records in Salesforce and Microsoft Dynamics 365 CE, with no manual cleanup or code required, so every team works from one clean record.
- [Mass Validate Emails for Reliable Salesforce Outreach](https://www.plauti.com/solutions/mass-validate-emails-for-reliable-outreach): Detect and fix invalid email addresses across your Salesforce or Microsoft Dynamics 365 CE orgs before they hurt deliverability, then stop new ones at the point of entry.
- [AI case triage and prioritization for Salesforce](https://www.plauti.com/solutions/triage-and-prioritization): Score every Salesforce case for urgency, sentiment, and risk with your own AI. Plauti routes and escalates the high-risk ones automatically.
- [Data Governance for Salesforce and Microsoft Dynamics 365 CE](https://www.plauti.com/solutions/data-governance): Plauti keeps Salesforce or Microsoft Dynamics 365 CE data governed, secure, and compliant. Find duplicates, standardize fields, and monitor for drift before it spreads.
- [Sales Data Quality: Close More Deals Faster](https://www.plauti.com/solutions/sales): Duplicate leads and bad contact data slow down every sales cycle. Plauti dedupes, standardizes and verifies CRM records so reps close deals faster.
- [Retail & CPG Data Quality Solutions](https://www.plauti.com/solutions/retail-cpg): Plauti gives Salesforce and Microsoft Dynamics 365 CE retail and CPG teams a single, verified customer record across every channel. Book a demo or try it on AppExchange Microsoft Marketplace.
- [Data Quality for SaaS Companies](https://www.plauti.com/solutions/saas): SaaS buyers switch when the experience feels disconnected, and clean CRM data keeps it consistent. Plauti finds duplicates and routes leads in Salesforce and Microsoft Dynamics 365 CE.
- [Marketing Data Quality for your Campaigns](https://www.plauti.com/solutions/marketing): Duplicate leads and unvalidated emails quietly break campaign ROI in Salesforce and MIcrosoft Dynamics 365 CE. See how deduplication, standardization and validation fix marketing data.
- [AI case categorization for smarter routing](https://www.plauti.com/solutions/case-categorization): Your AI reads each case and sets a category. Plauti then routes it to the right Salesforce team, cutting manual triage without complex rules.
- [AI Readiness for your CRM Data](https://www.plauti.com/solutions/ai-readiness): Get Salesforce or Microsoft Dynamics 365 CE data ready for AI. Verification, deduplication, and standardization give tools like Agentforce or Copilot accurate records to work from.
- [Data Quality Solutions for IT Teams](https://www.plauti.com/solutions/it): IT teams keep Salesforce or Microsoft Dynamics 365 CE data accurate without adding a new system to secure. See how Plauti finds duplicates, fixes invalid records, and keeps every team aligned.
- [Healthcare Data Quality for Salesforce and Dynamics 365](https://www.plauti.com/solutions/healthcare): Plauti helps healthcare teams clean and unify patient data across Salesforce and Dynamics 365. Stay compliant with HIPAA and GDPR while cutting duplicate records.
- [Data-Driven Culture in your CRM](https://www.plauti.com/solutions/data-driven-culture): Salesforce and Microsoft Dynamics 365 CE teams own their data quality while governance runs in the background. Decisions stay reliable and audits stay easy.

## Product tours

- [Monitor product tours](https://www.plauti.com/product-tours/monitor): Explore interactive Plauti monitor product tours. Try out or demo features — no account needed.
- [Prevent product tours](https://www.plauti.com/product-tours/prevent): Explore interactive Plauti prevent product tours. Try out or demo features — no account needed.
- [Clean product tours](https://www.plauti.com/product-tours/clean): Explore interactive Plauti clean product tours. Try out or demo features — no account needed.
- [Act product tours](https://www.plauti.com/product-tours/act): Explore interactive Plauti act product tours. Try out or demo features — no account needed.

## Blog

- [How to eliminate repetitive Salesforce data tasks](https://www.plauti.com/blog/boring-and-repetitive-salesforce-tasks-and-how-to-eliminate-them): Salesforce admins spend hours a week deduping contacts and fixing bad addresses by hand. See why the cycle repeats and what actually closes it.
- [Build or buy a Salesforce data management solution?](https://www.plauti.com/blog/build-or-buy-a-salesforce-data-management-solution-guide): Weigh the real cost of building a Salesforce data management tool in-house against buying one, with the risk, speed, and ROI tradeoffs CIOs need to decide.
- [DataGroomr vs. Plauti: Address Validation for Salesforce](https://www.plauti.com/blog/datagroomr-vs-plauti-verify-best-address-data-tool-for-salesforce): DataGroomr and Plauti both validate Salesforce addresses. They differ on live validation, geocoding, and per-seat pricing. This guide compares both in detail.
- [Deduplicating 500K+ Dynamics 365 Records at Scale](https://www.plauti.com/blog/deduplicating-500-000-dynamics-365-records-at-scale): Dynamics 365's built-in duplicate detection caps at 5,000 records per job. Learn the matching, merge, and prevention steps that work at 500,000+ records.
- [Dreamforce Tips for First-Time Attendees: Do's and Don'ts](https://www.plauti.com/blog/dreamforce-tips-for-first-timers-essential-dos-donts-guide): First time at Dreamforce? Here's a practical guide to setting priorities, planning logistics, working the sessions, and networking without the awkward pitch.
- [Segmentation and Personalization: A Practical Guide](https://www.plauti.com/blog/effective-segmentation-personalization-customer-satisfaction-engagement-conversion): Segmentation splits a customer base into groups; personalization tailors messaging within each one. See eight segmentation types and a real case study.
- [End-of-year Salesforce data cleaning guide](https://www.plauti.com/blog/end-of-year-salesforce-data-cleaning-start-your-new-years-resolution-early): Clean Salesforce data before year-end. Merge duplicates, verify contacts, and fix routing so January starts with pipeline and forecast data you can trust.
- [EOS invests in Plauti: same team, more product investment](https://www.plauti.com/blog/eos-partners-invests-in-plauti-same-team-more-power-for-data-quality-innovation): EOS Partners has taken a stake in Plauti. Leadership and roadmap stay the same, and product investment increases for Salesforce and Dynamics 365 data quality tools.
- [A Salesforce Admin's Guide to Reliable Data](https://www.plauti.com/blog/essential-guide-for-salesforce-admins-reliable-data-in-salesforce): Duplicate leads and bad addresses cost Salesforce admins hours every week. Here's how to standardize entry, assign ownership, dedupe records, and track data quality.
- [From rules to intelligence: The next step in deduplication](https://www.plauti.com/blog/from-rules-to-intelligence-the-next-step-in-deduplication): AI Merge Recommendations suggest which field to keep during a merge by reading context, and you approve every change before Plauti applies it.
- [Hidden Costs of Poor CRM Data Quality in Salesforce](https://www.plauti.com/blog/hidden-costs-poor-data-quality-crm-fixes): Poor CRM data quietly costs sales time, revenue, and trust in reporting. Learn where the costs hide and follow a five-step Salesforce cleanup and prevention plan.
- [How Accurate CRM Data Boosts Customer Satisfaction Scores](https://www.plauti.com/blog/how-accurate-crm-data-boosts-customer-satisfaction-scores): Accurate CRM data raises CSAT scores through personalization, consistency, and faster issue resolution. Here's what keeps your records reliable over time.
- [How Booksy Cleaned Up Its Salesforce Data to Drive Bookings](https://www.plauti.com/blog/how-booksy-leveraged-its-tech-stack-to-drive-revenue-more-effectively): Booksy's Salesforce data was split across systems and full of duplicates. Plauti helped consolidate records into one view, driving more bookings.
- [Salesforce Assignment at Scale: Routing, SLAs, and Audit Trails](https://www.plauti.com/blog/how-plauti-assign-gives-salesforce-teams-faster-routing-more-control-and-full-visibility-into-every-assignment): Plauti gives Salesforce admins tools to manage large assignee pools, enforce SLA thresholds, and audit every routing decision without code.
- [Assign Salesforce leads: native rules vs. automated routing](https://www.plauti.com/blog/how-to-assign-leads-to-users-in-salesforce-native-vs-plauti-assign): Native Lead Assignment Rules can't do round robin, availability, or overflow routing without custom Flow logic. Here's how to automate it instead.
- [How to deduplicate in Salesforce: a step-by-step guide](https://www.plauti.com/blog/how-to-deduplicate-in-salesforce-like-a-pro-a-step-by-step-guide): Find and merge duplicates in Salesforce using native tools, then scale with Plauti's bulk merge and prevention features once volume outgrows them.
- [How to Find Duplicates Across Entities in Dynamics 365](https://www.plauti.com/blog/how-to-find-duplicates-across-entities-in-dynamics-365): Dynamics 365 checks duplicates per entity, so a Lead can slip past even when a matching Contact exists. Here's how to set up cross-entity rules and bulk jobs.
- [How to gather internal allies for better data quality](https://www.plauti.com/blog/how-to-gather-internal-allies-for-better-data-quality): Learn how to build a business case for data quality, tie it to a real business problem, and get management to invest, using a framework from an MIT Sloan webinar.
- [Reduce False Positives in Dedupe Matching](https://www.plauti.com/blog/how-to-reduce-false-positives-in-dedupe-matching-without-losing-real-duplicates): False positives erode trust in deduplication reviews. Learn how to tune matching thresholds, field rules, and AI review to catch real duplicates only.
- [How to Route Leads by Territory and Keep Round Robin Fair](https://www.plauti.com/blog/how-to-route-leads-by-territory-and-keep-round-robin-fair): Route Salesforce leads by territory and keep round robin fair with five methods, from a native formula field to automated capacity and overflow rules.
- [Validate Emails at Scale in Salesforce: Admin Guide](https://www.plauti.com/blog/how-to-validate-emails-at-scale-in-salesforce-a-step-by-step-guide-for-admins): Set up Salesforce validation rules to catch bad emails, then add real-time checks and bulk validation for records already in your CRM.
- [New Look, Same Data Quality Tools: What's Changing for You](https://www.plauti.com/blog/new-look-same-powerful-solutions-whats-changing-for-you): Plauti is updating app names and logos in Salesforce and Microsoft Dynamics 365. The capabilities you rely on for data quality haven't changed.
- [Refining Our Identity, Committed to Trusted Data](https://www.plauti.com/blog/refining-our-identity-strengthening-our-commitment): Plauti refreshed its brand and values around one idea: trusted data leads to confident action, for people and AI agents alike.
- [Salesforce Native Apps: Benefits, Risks, What to Look For](https://www.plauti.com/blog/salesforce-native-apps-what-it-really-means-why-it-matters-and-what-you-risk-without-it): Not every Salesforce app that integrates with Salesforce is truly native. Here's what native means, why it affects security and cost, and how to tell before you buy.
- [How to Standardize Salesforce Fields (Admin Guide)](https://www.plauti.com/blog/step-by-step-guide-to-standardize-fields-salesforce): Messy values like USA, U.S.A., and United States break Salesforce reports. Here's how admins standardize fields with picklists, validation rules, and flows.
- [Territory-Based Lead Assignment in Salesforce: Overlap Rules](https://www.plauti.com/blog/territory-based-assignment-with-plauti-routing-overlaps): Salesforce native assignment rules struggle with territories that overlap. Here's how match groups and priority rules fix that, and where admins go wrong.
- [The hidden cost of D365 CE dedupe workarounds](https://www.plauti.com/blog/the-hidden-cost-of-dedupe-workarounds-across-a-year-of-migrations): D365 CE migrations treat duplicate detection as a footnote, but the workaround hours add up fast. Here's what a year of engagements really costs in margin.
- [Why Metadata and Data Quality Decide Whether Salesforce AI Works](https://www.plauti.com/blog/the-secret-sauce-behind-ai-that-actually-works-and-its-not-what-you-think): Most Salesforce AI failures trace back to metadata and data quality, not the model. See what actually needs fixing before your next AI pilot scales.
- [Salesforce Data Quality: 10 Risks + Data Loss Prevention](https://www.plauti.com/blog/the-ten-dangers-of-bad-data-quality-in-salesforce): Duplicate and outdated Salesforce records cause lost pipeline, compliance risk, and data loss. See the 10 biggest risks, root causes, and fixes for each.
- [Summer release: one label system across every app](https://www.plauti.com/blog/what-to-expect-in-the-summer-release-our-rebranding-journey): Plauti's summer release brings one consistent label system to every app. See what changed, why it changed, and confirm no action is needed on your end.
- [Bad Data in Agent Chat: Risks and Real-Time Fixes](https://www.plauti.com/blog/why-bad-data-in-agent-chat-hurts-your-business-and-how-to-fix-it): Bad contact data from agent chat causes bounced emails and compliance risk. Real-time verification catches errors before they reach your CRM.
- [Speed to Lead in Salesforce: Why It Matters, How to Fix It](https://www.plauti.com/blog/why-speed-to-lead-matters-and-how-you-can-improve-it): Speed to lead is how fast your team responds to a new Salesforce lead. See why the first few minutes decide deals, and how routing plus clean data close the gap.
- [D365 CE Partners Keep Rebuilding the Same Dedupe Fix](https://www.plauti.com/blog/d365-ce-partners-keep-rebuilding-the-same-duplicate-detection-fix-nobody-seems-to-mind-they-should): Dynamics 365 CE partners rebuild the same duplicate detection fix on every migration. Here's why, and what a one-time platform fix looks like instead.
- [Why native D365 duplicate detection fails at go-live](https://www.plauti.com/blog/native-d365-duplicate-detection-goes-quiet-exactly-when-you-need-it): Native Dynamics 365 duplicate detection only fires on UI form saves. Bulk imports, Web API calls, and Dual-Write syncs bypass it by default at go-live.
- [Web API Inserts Bypass D365 Duplicate Detection By Default](https://www.plauti.com/blog/web-api-inserts-bypass-d365-duplicate-detection-by-default-heres-what-to-do-about-it): Web API calls into Dataverse skip duplicate detection by default. Here's where that bites in Dual-Write and bulk imports, and the fixes that actually hold up.
- [Deduplication Apps for Dynamics 365: Microsoft Marketplace Guide](https://www.plauti.com/blog/deduplication-apps-for-dynamics-365-what-to-look-for-on-microsoft-marketplace): Dynamics 365's native duplicate detection misses fuzzy matches and stops at Accounts and Contacts. Compare Plauti, DeDupeD, and Duplicare before you buy.
- [The Power Automate dedupe flow that always breaks, and what it costs](https://www.plauti.com/blog/power-automate-dedupe-flow-cost): Power Automate deduplication flows in Dynamics 365 CE fail quietly, from schema changes to API throttling. Here's what a break costs per project.
- [Plauti Verify alternatives for Salesforce email validation](https://www.plauti.com/blog/best-plauti-verify-alternatives-for-salesforce-email-validation): What to grade email validation tools on, how the AppExchange and API options compare, and a rollout plan that works whichever you pick.
- [Catch Salesforce data problems before they break automations](https://www.plauti.com/blog/how-to-catch-salesforce-data-problems-before-they-break-your-automations): Data observability for Salesforce: watch fill rate, duplicates and picklist distribution continuously instead of auditing once a year.
- [5 Ways CE Partners Handle Duplicates, Ranked by Cost](https://www.plauti.com/blog/five-ways-handle-duplicates-cost): Manual cleanup, alternate keys, native detection, Power Automate flows, or a migration tool: what each approach to Dynamics 365 CE duplicates really costs.
- [Dynamics 365 CE Duplicate Records: What They Cost You](https://www.plauti.com/blog/10-30-of-your-dynamics-365-ce-records-are-duplicates-what-that-actually-costs-in-plain-numbers): 10-30% of Dynamics 365 CE records are duplicates. See what that costs in revenue and AI readiness, and how to get a real number for your environment.
- [Dynamics 365 duplicate detection: the 5,000-record job limit](https://www.plauti.com/blog/dynamics-365-duplicate-detection-limit): Dynamics 365 CE's bulk duplicate detection job stops at 5,000 records. Here's why the cap exists, how to work around it, and why it's not a lasting fix.
- [Enterprise Guide to Salesforce Deduplication Tools (2026)](https://www.plauti.com/blog/the-enterprise-guide-to-salesforce-deduplication-tools): Compare Salesforce deduplication tools for enterprise scale: Plauti, DataGroomr, and Cloudingo, scored on governance, compliance and volume.
- [Salesforce Deduplication for Enterprise Orgs](https://www.plauti.com/blog/salesforce-deduplication-what-enterprise-orgs-need-that-basic-tools-dont-deliver): Enterprise Salesforce orgs outgrow basic duplicate rules fast. See what real deduplication requires: custom object support and merge logic your team controls.
- [Plauti Unifies Data Quality Tools for AI-Ready CRM Data](https://www.plauti.com/blog/plauti-unifies-data-quality-tools-into-one-platform): Plauti unifies its data quality tools into one platform built around Monitor, Clean, Prevent, and Act, helping CRM teams get data ready for AI.
- [Power BI and Dynamics 365 CE duplicates: seeing vs. fixing](https://www.plauti.com/blog/power-bi-duplicate-records-dynamics-365): A Power BI report can count duplicate records in Dynamics 365 CE. It can't merge them or stop new ones. Here's where the dashboard stops.
- [Salesforce Data Quality Lifecycle: Monitor, Clean, Prevent, Act](https://www.plauti.com/blog/salesforce-data-quality-lifecycle-monitor-clean-prevent-act): One Salesforce data quality lifecycle covers Monitor, Clean, Prevent and Act instead of four separate tools. See how each stage feeds the next, with real results.

## Guides

- [7 Steps to Audit Your Marketing Tech Stack](https://www.plauti.com/guides/auditing-your-marketing-tech-stack): Run a marketing tech stack audit in seven steps: define goals, inventory your tools, evaluate each one, cut redundancy, and fix your data and integrations.
- [3 Types of Data Quality Tools, Explained](https://www.plauti.com/guides/best-data-quality-tools): Data cleansing, data quality management software, and data profiling are the three types of data quality tools. Here's what each one solves.
- [7 Best Practices to Maintain Data Quality](https://www.plauti.com/guides/best-practices-maintain-data-quality): Seven repeatable practices for maintaining Salesforce data quality, from setting standards and running audits to training users and measuring progress.
- [Aligning Sales, Marketing, and Customer Success](https://www.plauti.com/guides/breaking-down-silos): Misaligned sales, marketing, and customer success teams cost you at renewal. Five concrete steps to break down the silos between them and share one view of the customer.
- [Calculating the ROI of Clean Salesforce Data: A Worked Example](https://www.plauti.com/guides/calculating-the-roi-clean-data): The 1-10-100 rule says waiting to fix bad data costs 100x more. Here's a worked example: cleaning duplicates in a 100,000-record Salesforce org.
- [7 Salesforce Data Management Challenges, and Where to Look Next](https://www.plauti.com/guides/challenges-of-salesforce-data-management): Duplicate records, storage costs, weak governance: seven recurring Salesforce data problems, and why the AppExchange is usually the next stop.
- [How to Choose a Data Quality SaaS Tool](https://www.plauti.com/guides/choosing-a-data-quality-saas-tool): Thousands of martech tools claim to be the best fit. Here's how to define your requirements, vet security and governance, and compare finalists before you buy.
- [How to Choose a Premium Salesforce Data Quality Tool](https://www.plauti.com/guides/choosing-premium-salesforce-data-solutions): Native integration, scalability, security, cost: eight criteria for picking a Salesforce data tool, plus what changed for Seamless.AI and Booksy.
- [Data Enrichment, Deduplication, and Migration in Salesforce](https://www.plauti.com/guides/complex-data-management-scenarios-salesforce): Enriching thin leads, deduplicating across Leads, Contacts, and Accounts, and migrating without breaking relationships — three scenarios, one gap.
- [Why Data Quality Matters for Your Business](https://www.plauti.com/guides/data-quality-importance): Poor data costs businesses billions every year. See five concrete ways clean CRM data improves the customer journey, cuts costs, and drives revenue.
- [10 Metrics to Track Sales, Marketing & Support Success](https://www.plauti.com/guides/data-quality-metrics-tracking): You can't manage what you don't measure. Ten metrics across sales, marketing, and customer success, and why none of them matter if your data is wrong.
- [CRM Data Purity: Dedupe, Validate, Enrich, Standardize](https://www.plauti.com/guides/how-do-you-achieve-clean-data-strategies-for-data-purity): Data purity means CRM records are accurate, consistent, complete, and reliable. Five practices get you there: dedupe, validate, verify, enrich, standardize.
- [5 Ways to Improve Your CRM Data Quality](https://www.plauti.com/guides/improve-data-quality): Five practical strategies to improve data quality: cleansing and deduplication, profiling, governance, master data management, and defined metrics.
- [6 Steps to Implement a New Martech Tool](https://www.plauti.com/guides/martech-implementation-strategy): Implementing a new martech tool takes six steps: standardize processes, protect data quality, migrate carefully, train staff, test, then evaluate continuously.
- [What Is a Marketing Tech Stack?](https://www.plauti.com/guides/martech-what-is): A marketing tech stack is the CRM, CMS, email, and analytics tools that run your marketing operations. Here's what belongs in one, and why data quality matters most.
- [Native vs. Non-Native Salesforce Apps: How to Tell the Difference](https://www.plauti.com/guides/native-vs-non-native-salesforce-tools): A Native App badge on AppExchange settles it; anything else needs three questions. Here's how to verify a claim, and what native integration buys you.
- [5 Causes of Poor Data Quality in a CRM](https://www.plauti.com/guides/poor-data-quality-causes): Bad CRM data usually traces back to one of five causes: entry errors, incomplete records, duplicates, stale information, or no shared data standards.
- [Why Organizations Choose Premium Salesforce Data Tools](https://www.plauti.com/guides/premium-data-solutions-for-salesforce): Native Salesforce tools cover the basics. Here are the five needs — integration, cleansing, scale, customization, analytics — that push teams further.
- [How AI Improves Data Quality in Salesforce](https://www.plauti.com/guides/revolutionizing-data-quality): From active-learning deduplication to predictive cleanup, here's what AI actually changes about managing Salesforce data quality, and where it still falls short.
- [Salesforce AI: Einstein, Copilot, and Your CRM Data](https://www.plauti.com/guides/salesforce-and-ai-a-match-made-in-heaven): Salesforce's AI features - Einstein Analytics, Copilot for Sales, GPT-drafted emails - all run on the same CRM data. Here's what each one does.
- [Salesforce Data Loader vs. Data Import Wizard: When to Use Each](https://www.plauti.com/guides/salesforce-data-loader-data-import-wizard): Data Import Wizard tops out at 50,000 records; Data Loader handles up to 5 million. Here's how each works, step by step, and where each one falls short.
- [Mastering Data Quality in Salesforce](https://www.plauti.com/guides/salesforce-data-quality): Data validation, cleansing, deduplication, governance, and user training: the four strategies that keep Salesforce data reliable for analytics.
- [Salesforce Validation Rules: How They Work and Where They Stop](https://www.plauti.com/guides/salesforce-validation-verification): Validation Rules check one record at a time and skip during lead conversion and mass transfers. Here's how to build, test, and work around both gaps.
- [The Business Impact of Clean CRM Data](https://www.plauti.com/guides/the-impact-of-clean-data-on-your-business): Clean CRM data changes eight measurable things: forecast accuracy, marketing ROI, decisions, and customer experience. Here's the evidence, with the numbers.
- [How AI Is Changing Sales, Marketing, and RevOps](https://www.plauti.com/guides/the-promise-of-ai-fueling-business-transformation): ChatGPT reached 100 million users in two months and pulled AI into mainstream business use. Here's its early impact on sales, marketing, and RevOps.
- [14 Salesforce Data Management Resources and Communities](https://www.plauti.com/guides/top-15-salesforce-resources-communities): Trailhead for structured learning, r/salesforce for fast answers, Stack Exchange for technical depth: fourteen resources, organized by what each is for.
- [Duplicate Records in Salesforce: Native Tools and Their Limits](https://www.plauti.com/guides/tracking-duplicates-with-salesforce): Salesforce ships Matching Rules and Duplicate Rules for free. Here's how to set them up, and the exact limits — 5 rules per object, 3 merges per request.
- [Salesforce Data Management Essentials | Mastering Salesforce Data](https://www.plauti.com/guides/understanding-salesforce-data-management-essentials): Salesforce keeps growing as the CRM of choice. Here's what data purity and precision mean in practice, and what holistic data management covers.

## Case studies

- [EF Education First: Deduplicating Salesforce at Scale](https://www.plauti.com/case-studies/education-first): EF Education First generates tens of thousands of Salesforce leads weekly. Learn how it automated market-level duplicate matching and live agent alerts.
- [Fiber Optic Center: Automating Duplicate Merging in Salesforce](https://www.plauti.com/case-studies/fiber-optic-center): Fiber Optic Center automated Salesforce duplicate cleanup instead of merging records by hand. Here's how it cut cleanup time and improved data quality.
- [Firma Foreign Exchange speeds up lead scrubbing](https://www.plauti.com/case-studies/firma-fx): Firma Foreign Exchange uses Plauti to catch duplicate Salesforce leads while keeping its private sharing security model intact.
- [How Diabetes Fonds Manages Data Quality in Salesforce](https://www.plauti.com/case-studies/how-data-quality-makes-life-easier-for-non-profits): Diabetes Fonds automated duplicate merging and address validation for over 65,000 Salesforce donor records. It cut cleanup work and marketing costs.
- [Cumberland Mutual's Policyholder 360 in Salesforce](https://www.plauti.com/case-studies/insurance-crm-policyholder-360): Cumberland Mutual merged duplicate policyholder records in Salesforce with Plauti, giving reps one trusted view per customer instead of one per policy.
- [Precision Painting Plus Eliminates Duplicate Salesforce Records](https://www.plauti.com/case-studies/palette-of-progress-refining-customer-portraits-at-precision-painting-plus): Precision Painting Plus stopped duplicate Salesforce records across Leads, Accounts and Opportunities by warning call center agents before duplicates are created.
- [Seamless.AI & Plauti: 90% Faster Salesforce Data Merges](https://www.plauti.com/case-studies/seamless-ai-plauti-a-dream-match-with-90-time-savings): Seamless.AI cut Salesforce contact merges from five minutes to 30 seconds by automating dedupe with Plauti across contacts, accounts, and cases.
- [USGBC Automates Salesforce Deduplication with Plauti](https://www.plauti.com/case-studies/streamlining-data-integrity-usgbcs-journey-with-deduplication-in-salesforce): USGBC automated duplicate detection in Salesforce, cutting monthly merge requests from ten to one a month. See how the nonprofit set it up.
- [How Royal Agricultural University Cleaned Up Salesforce Data](https://www.plauti.com/case-studies/student-recruitment-crm-data-quality): Royal Agricultural University replaced a costly duplicate-checking tool with Plauti, cutting duplicate outreach to applicants without moving data out of Salesforce.
- [WatchBox Builds a Single Customer View in Salesforce](https://www.plauti.com/case-studies/watchbox-customer-360-case): WatchBox unified customer data in Salesforce using Plauti, cutting duplicates and preventing new ones. Advisors now get one trusted view of every customer.
- [How Pro Juventute Saved 5 Hours a Week with Plauti](https://www.plauti.com/case-studies/how-pro-juventute-used-plauti-to-save-5-hours-a-week-and-cut-costs-by-10-so-they-could-focus-on-what-truly-matters-helping-children): Pro Juventute found and merged 60,000 duplicate Salesforce contacts with Plauti, cutting mailing costs by 10% and saving 5 hours a week.
- [Booksy Builds a Customer 360 in Salesforce with Plauti](https://www.plauti.com/case-studies/booksy-improves-their-customer-and-employee-experience-with-a-customer-360-in-salesforce-2): Booksy had duplicate merchant records scattered across Salesforce. See how it merged them and stopped new duplicates at every entry point.
- [How Pavilion Cleaned Up Duplicate Records in Salesforce](https://www.plauti.com/case-studies/unlocking-data-integrity-pavilions-triumph-over-duplicates-with-plauti-deduplicate): Pavilion found 6% of its active Salesforce members were duplicates during a CRM migration. See how it merged 350 records and stopped new duplicates at entry.
- [Booksy solves lead assignment bottlenecks in Salesforce](https://www.plauti.com/case-studies/booksy-solves-lead-management-challenges-with-plauti-assign): How Booksy automated Salesforce lead assignment, cutting onboarding time from two weeks to minutes as its sales team scaled past 600 users.
- [Vacation Innovations automates lead assignment with Plauti](https://www.plauti.com/case-studies/vacation-innovations-streamlines-lead-assignment-with-superroundrobin): Vacation Innovations automated Salesforce lead assignment with Plauti, replacing OmniChannel routing. Leads route straight into High Velocity Sales.
- [How Xerox Improved Data Integrity with Plauti](https://www.plauti.com/case-studies/how-xerox-elevated-global-data-integrity-with-plauti-data-management): Xerox cleaned up duplicate Salesforce records across global sales and marketing teams. Then it added prevention so new duplicates don't return as it scales.
- [Roche Diagnostics automates CRM deduplication](https://www.plauti.com/case-studies/roche-diagnostics-rule-based-merge-plauti-deduplicate): Roche Diagnostics replaced manual, record-by-record CRM merges with rule-based automation. Configurable rules decide which record wins in every merge.
- [Robin Hood Foundation Cuts Salesforce Duplicates with Plauti](https://www.plauti.com/case-studies/713-hours-saved-in-2-weeks-how-robin-hood-foundation-cleaned-a-decade-of-duplicates): Robin Hood Foundation cleared a decade of Salesforce duplicates in two weeks. It then built real-time duplicate prevention and email verification into its workflows.
- [Wedgewood Weddings: Data Quality Powers Wedding Success](https://www.plauti.com/case-studies/wedgewood-weddings-data-quality): Wedgewood Weddings cut duplicate lead merges by 93% and raised contact center capacity 25% with Salesforce-native tools that also verify contact data.
- [Chicago Fire FC Cuts Duplicate Salesforce Records](https://www.plauti.com/case-studies/scoring-clarity-chicago-fire-fcs-game-plan-to-outplay-data-duplicates): Chicago Fire FC merges duplicate fan records in Salesforce automatically, cutting manual data reviews down to a couple of minutes.
- [How NPG Cut Duplicate Salesforce Data with Plauti](https://www.plauti.com/case-studies/tackling-duplicate-data-issues-with-plauti-deduplicate-at-npg): NPG automated over 90% of its Salesforce duplicate-record merges with Plauti. The team freed up time once spent manually cleaning subscriber data.
- [Defaqto cleans 20,000+ duplicate accounts](https://www.plauti.com/case-studies/everyone-just-defaulted-to-making-duplicates-how-defaqto-cleaned-up-20-000-dynamics-365-ce-accounts): Defaqto cleans 20,000+ duplicate accounts and now prevents new ones in real time with Plauti.

## Compare

- [Top 6 Salesforce Mass Action Tools Compared (2026)](https://www.plauti.com/compare/best-bulk-mass-action-tools-to-automate-your-salesforce): Compare six Salesforce bulk-action tools on mass update, delete, convert, and ownership assignment. See which ones scale past a few hundred records.
- [Cloudingo vs Plauti: Salesforce Deduplication Compared](https://www.plauti.com/compare/best-cloudingo-alternative-is-plauti): Cloudingo and Plauti both remove Salesforce duplicates, but they fit different orgs. See how native processing, matching depth, and automation compare.
- [5 Best Salesforce Validation & Verification Tools (2026)](https://www.plauti.com/compare/best-validation-verification-formatting-tools-for-salesforce): Five Salesforce data tools compared: Plauti, ZeroBounce, Melissa, ProvenWorks AddressTools, and Google. See how they stack up on coverage, accuracy, and native fit.
- [DQE vs. Plauti: Address Validation for Salesforce](https://www.plauti.com/compare/dqe-plauti-address-validation-salesforce): DQE and Plauti both validate and standardize Salesforce addresses. Compare autocomplete speed, seat pricing, and live validation before choosing a package.
- [DQE vs. Plauti: Email Validation for Salesforce](https://www.plauti.com/compare/dqe-vs-plauti-email-validation-champion): DQE and Plauti both validate email addresses for Salesforce. Compare spam-trap detection, live validation, and per-seat pricing to find the right fit.
- [Experian vs. Plauti: Email Validation for Salesforce](https://www.plauti.com/compare/experian-vs-plauti-email-validation-alternative-analysis): Experian and Plauti both validate email addresses for CRM data. Compare SMTP vs. DNS-based checks, features, and pricing to find the right fit for Salesforce.
- [Experian vs. Plauti: Address Validation for Salesforce](https://www.plauti.com/compare/experian-vs-plauti-top-choice): Compare Experian and Plauti for Salesforce address validation: seat pricing, transliteration coverage, and integration depth, reviewed for 2026.
- [Melissa Clean Suite vs. Plauti: Salesforce Address Validation](https://www.plauti.com/compare/melissa-clean-suite-crm-vs-plauti-verify-in-depth-review): Plauti and Melissa Clean Suite CRM both validate Salesforce addresses in 240+ countries. Compare geocoding, live validation and AppExchange scores.
- [Melissa vs. Plauti: Email Validation for Salesforce](https://www.plauti.com/compare/melissa-clean-suite-vs-plauti-email-validation-salesforce): Melissa Clean Suite vs. Plauti for Salesforce email validation: compare DNS vs SMTP checks, spam-trap detection, pricing, and Salesforce integration depth.
- [Plauti vs. 360 Verify the Email: Email Validation Compared](https://www.plauti.com/compare/plauti-vs-360-verify-the-email-the-cure-to-failed-email-campaigns): Compare Plauti and 360 Verify the Email for validating Salesforce email addresses: entry-point validation, spam-trap detection, and pricing differences.
- [Plauti vs. DataGroomr: Salesforce Email Validation](https://www.plauti.com/compare/plauti-vs-datagroomr-salesforce-email-validation): Plauti validates Salesforce email through DNS checks; DataGroomr Verify uses SMTP checks. Compare spam-trap detection, Salesforce fit, and pricing for each.
- [Plauti vs LeanData: Lead Routing for Salesforce (2026)](https://www.plauti.com/compare/plauti-vs-leandata-best-lead-routing-for-salesforce): Plauti and LeanData both route Salesforce leads, but setup time, cost, and admin control differ sharply. Compare features, pricing, and migration steps.
- [Plauti vs. ProvenWorks AddressTools for Salesforce](https://www.plauti.com/compare/plauti-vs-provenworks-addresstools-salesforce-address-data-tools): Compare Plauti and ProvenWorks AddressTools for Salesforce address validation: coverage, automation, and pricing, checked as of June 2026.
- [Salesforce Address Data: Informatica vs Plauti](https://www.plauti.com/compare/salesforce-address-data-informatica-vs-plauti): Compare Plauti and Informatica for Salesforce address validation: coverage, live validation, integration effort, and pricing, so you can pick the right fit.
- [6 Salesforce Data Quality Tools Compared for 2026](https://www.plauti.com/compare/the-six-best-complete-data-management-solutions-for-salesforce): Six Salesforce data quality tools compared for 2026 on deduplication, validation, and duplicate prevention: DataGroomr, Plauti, Cloudingo, ZoomInfo, Informatica, and Reltio.
- [DataGroomr vs Plauti: Salesforce Dedupe Compared](https://www.plauti.com/compare/top-datagroomr-alternative-plauti): Plauti and DataGroomr both dedupe Salesforce data, but differ on control, governance, and scale. See which fits your org and when the other is the better call.
- [ZoomInfo Operations vs Plauti: CIO Buying Guide](https://www.plauti.com/compare/zoominfo-operationsos-vs-plauti): ZoomInfo Operations and Plauti both dedupe Salesforce data, but they differ on governance, scale, and pricing. See which fits your team.

## Plauti Success Hub

> Product documentation, guides and support articles.

- [Plauti Success Hub index](https://www.plauti.com/hub/llms.txt)