Build scenarios, run jobs and merge from your AI assistant's chat, on the Plauti engine you already use.
Skip the setup screens. Ask in plain language, and the assistant picks the right deduplication action.
Ask the assistant to connect to production or a sandbox. It opens your usual login page in the browser, and you sign in as you always do.
List, create, update or delete the rules that decide which records are duplicates. Try: “Why are these two companies not seen as duplicates?”
Create and start a job, follow its progress, read the job log or stop it. Try: “How many duplicate records do we have?”
See the duplicate groups and pairs a job found, with their scores and the record values side by side. Preview which record would be kept before you merge. Try: “Show me the 20 lowest-scoring groups from this job.”
Merge one pair at a time, or every pair above a score you set. Records can also be converted automatically. Try: “Merge all pairs above 95% from this job.”
Pick a time and see AI find duplicates, explain why they match and improve your scenarios.
You decide what the assistant can touch: you see why, you say yes, your permissions apply.
Ask, follow up, and the assistant investigates in for you. Ask what a scenario does, then update it or have the assistant suggest improvements.
Looking never changes data. Merges wait for your confirmation.
Your AI assistant connects to Plauti through MCP. Ask in plain words, and it builds scenarios, runs jobs, reviews results and merges for you.
Say what makes two records the same for your business. The assistant picks the matching method and weights, then builds, tests and runs the scenario.
Already use an AI assistant every day? Deduplicate from that same chat.
Same fuzzy matching, scores and merge logic you already use. Scenarios built in the chat are regular Plauti scenarios.
AI reviews your scenarios, you decide what changes. Merged by mistake? With merge tracking on, Plauti brings the records back.
Granular deduplication at scale
"When we compared Plauti to other tools, the key advantage was granularity. With Plauti you can set very specific merge criteria: choose which fields to compare, set thresholds, and control what happens with empty fields. Also, Plauti lets us run automatic, large-scale merges, where other tools require everything to be done manually, one by one."
Ana Marquez Salazar — Global CRM Manager
Roche Diagnostics
The Plauti desktop app (version 3.0.0 or later, on macOS or Windows; it doesn't need to be open). Plauti deduplication and the Plauti ECA package installed in every CRM you connect to, with your user given access to both. And a desktop AI client: Claude Desktop, Claude Code, Cursor, Codex, or any client that supports local (stdio) MCP servers. Browser-based assistants don't work. Setup means editing the AI client's config file or running a terminal command, so plan for an admin or IT to do it once.
Yes, record values can. When the assistant shows records side by side or explains a score, those values go through your AI assistant. Deduplication jobs run on your own machine. Check this against your AI and data policies before you start.
You don't need special commands. Ask in your own words, for example “Review our scenarios and point out weak spots”, “Make a scenario that matches records on email and company name” or “What's the status of my job?”. More example prompts are on the Plauti Success Hub.
Yes, as long as you're under your scenario limit. You can also update or delete scenarios, and delete jobs that gave nonsense results, if your user has those rights.
It looks at your actual groups and job results. It won't check every group: it focuses on groups with many pairs or the lowest scores, then suggests scenario improvements or explains why something was a false positive. A scenario tester can be used with it too, and it gives you the reasoning behind a match.
No extra cost from Plauti. It's included in your paid Plauti license. It uses your own AI assistant, and Plauti doesn't have access to what you type in your conversations.
Yes. Plauti can bring merged records back, as long as merge tracking was switched on before the merge.
Talk with one of our experts to see how that works for your use case.