Trusted
Master Data.Available to
Any AI
Your AI tools are only as good as the data behind them. The Profisee MCP Server connects any MCP-compatible AI directly to your governed, matched, and merged master data — so every answer is grounded in truth.
Any MCP-compatible AI
Claude, Copilot & more
Steward Data from Anywhere
Access and manage data from the tools your team uses
Governed by default
Audit trail on every action
Instant self-service
No SQL. No IT queue.
The Challenge:
Your AI Doesn't Know Your Business. Yet.
Most organizations don’t struggle with a lack of data — they struggle with fragmented, inconsistent customer, product, supplier, and location data spread across systems. Without trusted, contextual data, AI outputs become unreliable, wrong answers multiply, and the ROI of your MDM investment never reaches the people who need it.
Without verified records, AI guesses — and wrong answers erode trust fast.
Golden records and governance rules never reach the AI workflows that need them most.
Real-World Proof — Customer Data
Same Question. Completely Different Answer.
Manufacturing Case Study
A mid-market manufacturer’s CFO asked Claude the same question twice — once connected to raw source systems, and once with the Profisee MCP Server active. Their customer data was fragmented across 4 systems: Dynamics, SAP, Salesforce, and JDE — with the same customers appearing multiple times under different names, no unified credit view, and no payment terms enforcement. Without Profisee, the AI saw 433 unmatched records and reported no risk. With Profisee MDM connected via MCP, those same records resolved to 151 true golden customers — and a $1M concentration risk surfaced immediately.
"Who are our top strategic customers and what is our credit risk exposure?”
Without Profisee MCP
With Profisee MCP
No concentration risk detected
AI reports zero customers above $25K. Top 10 = 5.4% of revenue. The $1M risk is completely invisible.
Concentration risk surfaced immediately
Golden Electra Bike: credit = 34% of total exposure. 50× the typical customer. Flagged for immediate action.
433 “customers” across 4 systems
151 true golden records
Golden Electra Bike never flagged
A $1M credit exposure — 34% of total — is absent from the entire strategic analysis.
CFO-ready analysis in seconds
$2.9M total exposure mapped by region, industry, and payment terms. Delivered instantly — not in days.
Payment terms risk invisible
Payment terms gap quantified
54 customers (36%) flagged with no payment terms. Cash flow risk escalated with recommended actions.
433→151
Duplicate records resolved
$1m
Hidden risk surfaced
36%
Payment terms gap found
4→1
Payment terms gap found
The Solution:
Connect AI to the Data Your Business Already Trusts
The Profisee MCP Server implements the open Model Context Protocol standard — a secure, governed bridge that gives Claude, Copilot, ChatGPT and other MCP-compatible AI tools real-time access to your matched, merged, and validated master data. Business users ask in plain language. AI responds with truth.
Secure Discovery & Querying
Query governed, master data from any MCP-compatible Gen/AI tool using natural language.
Real-time Access with Full Auditability
Live connection to master data with every action logged, traceable, and governed.
Less Manual Stewardship
Trusted, contextual master data eliminates hallucination and grounds AI in verified facts.
More Accurate AI Outcomes
AI agents access clean data directly — reducing prep work for every AI workflow downstream.
How it Works
From Question to Trusted Answer in Seconds
Business User
or AI Agent
initiates a task
AI (Claude,
Aisey, Copilot)
understands intent
and determines
required data &
actions
Profisee
MCP Server
Secure, governed,
two-way bridge to
master data
Profisee
MDM
Golden records
— queryable and
actionable
Trusted
Answer
Accurate answer
delivered — or
action taken —
with full auditability
Use Cases
Real Questions. Real Answers.
Customer Intelligence
“Who are our top 20 customers by revenue across all systems, and what is our credit concentration risk?” — Answered instantly from matched, deduplicated records.
Customer 360
Product Data Queries
“Which products are discontinued but still have open purchase orders?” — AI cross-references live product master data and flags the exceptions immediately.
Product 360
Supplier Risk
“Which suppliers have incomplete compliance attributes or missing certifications?” — Governance gaps surfaced in real time from trusted supplier master data.
Supplier 360
Financial Risk Analysis
“What is our total credit exposure by region, and which accounts are on NET180 terms?” — CFO-ready analysis in seconds, not a report request cycle.
Finance
Agentic Workflows
AI agents access trusted master data autonomously — powering stewardship automation, exception routing, and multi-step workflows without manual data prep.
AI Agents
Executive Reporting
Business leaders get on-demand answers from governed data — no IT intermediary, no stale export, no waiting. Decisions grounded in the single source of truth.
Self-Service
Part of a Bigger Platform
An AI-Ready Foundation for the Agentic Enterprise
The Profisee MCP Server is part of Profisee’s broader AI-first MDM platform — including Aisey, the built-in AI assistant, and certified connectors for Microsoft Power Platform and Azure OpenAI Studio. Together, they turn mastered data into live business value inside any AI workflow.
