Custom MCP integrations that unlock the knowledge trapped in your spreadsheets, reports and internal tools — so your team can ask real operational questions and get sourced answers.
Start with a 2-week MCP Bridge → or just say helloAfter we ship your bridge, your team can ask Claude things like:
Sourced answers that trace through your actual systems — not generic chat.
A concrete starting point: in two weeks, your team has a working MCP that lets Claude interact with your real systems. Standalone outcome, and the natural on-ramp if you decide to build something deeper.
Map your workflows, identify one or two magic-wand demos, agree the scope. Output: a short brief describing what we'll build and what changes when it ships.
Working MCP server, Claude Code setup against your environment, and a brief training session for your team. You keep the code.
Bigger in-house builds follow the same playbook — see contact to discuss.
Every major operational shift starts with a new way to unlock what businesses already know:
| Era | The unlock |
|---|---|
| 1980s — PCs | Computing became accessible |
| 1980s — spreadsheets | Modeling became accessible |
| 1990s — databases | Information became operational |
| 2000s — web | Information became connected |
| 2025 — MCPs + LLMs | Operational intelligence becomes interactive |
In 1988, businesses bought PCs and discovered they needed someone who could translate real workflows into usable database systems. We're in the same kind of moment again — the raw capability is here, but most businesses still need a bridge between their actual operations and what AI can do for them.
Tell me what your team spends too much time doing inside a workbook, report, or internal system. I'll tell you whether a 2-week MCP Bridge would unlock it.
david@davidlinton.systemsReplies typically within 24 hours.