Meet Barry. Your company brain.
Barry creates your company brain — a quiet, honest map of how your organisation actually operates — and answers questions about it from any AI tool you already use.
Claude
ChatGPT
Cursor
VS Code
claude mcp add barry https://dev.staffmetrics.ai/mcpAsk your company anything.
Barry ships as an MCP server at dev.staffmetrics.ai/mcp. Point your AI tool at it and prompt your organisation's data like you'd prompt a colleague.
Notice. Map. Answer. Automate.
Barry watches how work actually flows, keeps it aggregated at the team level, then puts the whole picture one question away.
Notices
Thirty quiet days of learning how work really happens — never a one-off audit.
Maps
Every process, handoff, and hidden workaround becomes one living map — your company brain.
Answers
Ask it anything over MCP — from Claude, ChatGPT, Cursor, or VS Code.
Barry measures the work — never the worker.
Thirty quiet days.
No surveys, no stopwatches, no leaning over shoulders. Barry reads the work calmly and patiently — and only surfaces what's worth a closer look.
Barry arrives quietly
No workshops, no interviews — work continues exactly as normal.
Patterns emerge
Repeats, stalls, and hidden workarounds start to show their shape.
The map is alive
Your company brain is ready — ask it anything.
Keep Barry live and the brain keeps observing — the longer it runs, the richer the data. Eventually, plug it into custom LLMs and they’ll have the best possible context for your organisation.
Every process, drawn from the work itself.
This is how Barry sees a workflow — the official path, the hidden workaround, and the steps ready to hand off. Drag the nodes; the map is alive.
From busywork to automation.
An order arrives
A customer PDF lands in a shared inbox. Someone opens it. The day begins.
Gmail · human
Keyed into the log
Fourteen fields, retyped by hand. The same fourteen, forty times a day.
Excel · repetitive
Copied into the CRM
The same data again — a second system, a second chance for a typo.
Salesforce · repetitive
Approval requested
A ping, a wait, a judgment call. This part genuinely needs a person.
Slack · humanThe busywork? Gone.
Steps 2 and 3 now run themselves — every field perfect, zero keystrokes from your team.
RPA · live in week 5Tricky ones, handled
An AI agent reconciles the mismatches — people only see cases worth their judgment.
Agentic · live in week 6
A data lab to train frontier models & evaluate agents.
The contextual platform for improving your AI agent performance, based on your real-life employees — expert human data produced directly at the point of work, real-world training environments, and contextual evaluations.
Captured at the point of work
Not annotations after the fact — the real decisions, handoffs, and judgment of experts, recorded as the work happens. Hashed, aggregated, and consented.
Real-world, not synthetic
Your mapped processes become faithful environments where models and agents learn workflows the way your best people actually run them.
Agents graded on your work
Evaluate any model or agent against measured reality — does it match the expert path, handle the exceptions, and return the hours?
Not monitoring. Not consultants. Barry.
Monitoring tools watch people. Consultants interview them. Barry measures the work itself — and keeps helping after the report.
| Barry | Monitoring tools | Process consultants | |
|---|---|---|---|
| How it learns | Observes real workflows for 30 quiet days | Screenshots & keystrokes | Interviews & workshops |
| What you get | A living company brain + automations | Activity scores | A slide deck |
| Time to insight | 30 days, then continuous | Immediate, but shallow | 3–6 months, one-off |
| Value for employees | Private insights & handoffs | None | None |
| Works in your AI tools | MCP — Claude, ChatGPT, Cursor, VS Code | — | — |
Simple, per-employee plans.
Self-service with everything included — add a managed Data & BA team or an enterprise rollout when you want more hands.
Everything Barry knows how to do, from day one. No tiers, no gates.
- Unlimited data collection
- Unlimited usage
- Custom MCP
- Admin access
- Data dashboard
- Data-mapping technology
- Secure data storage, clean-up & pipelines
A dedicated Data & BA team that builds custom dashboards and answers your questions.
- Everything in Self service
- Dedicated Data & BA team
- Custom dashboards & reports
- Your questions, answered by analysts
For organisations that want Barry across every function — with security review, SSO, and a rollout partner.
- Everything in Self service
- SSO & security review
- Dedicated rollout partner
- Custom data residency
Custom automation development is available on every plan at an additional rate — full details on the pricing page.
No hidden processes. No surprises.
Trust can't depend on policy alone — it's built into the system. Barry never records screens or takes screenshots — it operates on events, stored in a form no human can read.
How privacy works →
Give your company a brain.
See what Barry would notice in your organisation — a thirty-minute walkthrough, no credit card.