Directly in Claude and in Excel — from one dedicated box we run for you. No data warehouse, no BI rollout, and your data never pools in anyone’s SaaS.
The numbers above are one customer: a global beverage-equipment operator whose leadership KPIs, fleet health, and per-machine diagnostics all run through a single IOT Data Flow box. Built for operators of distributed machine fleets — beverage & vending, EV charging, laundry, HVAC. If your machines write to MySQL or Postgres and your leadership asks its questions in chat, this box is for you.
Instead of a dashboard rollout, an export pipeline, and a BI seat for every person — each audience gets a scoped door into the same governed box.
“How many drinks did we sell yesterday?” — answered in plain language from live data, through curated KPI datasets and guard-railed tools. Never raw tables, unless you say so.
Live figures straight into Excel and Power Query. Refresh the workbook, get today’s fleet — no exports, no copy-paste.
A read-only SQL console, full REST API, and MCP for coding agents — across every connected engine.
Physically isolated on a dedicated server — never multi-tenant. Your data stays yours.
We shape raw tables into KPI views with plain-language guides, so the AI answers in your business’s vocabulary — not in column names.
Pre-built, parameterized questions — “is machine X’s temperature normal?” — with values safely bound. The AI presses buttons you designed; it doesn’t freestyle SQL against raw data.
A query guard blocks writes; per-query timeouts and row caps keep any one question from hurting a database.
Business links reach only what you’ve shared. Every query is logged — who, when, what, and how many rows.
The box’s whole configuration exports as one reviewable YAML manifest — versioned nightly, restorable anywhere.
A raw MCP connector wires one developer’s Claude straight to one database, with whatever credentials you hand it. IOT Data Flow is the governed layer you put in front.
IOT Data Flow speaks the same MCP — it is a connector. It’s just the one you can safely give your whole company.
Written for your security team: the full architecture on one page — connectivity options, scoping, audit, what the AI can and cannot do, EU hosting, and two-layer disaster recovery. Plain language, no diagrams-as-decoration.
We stand up your dedicated box — EU hosting or your own cloud — and connect your databases with read-only credentials. No agents installed, no inbound access to your network.
Together we turn raw tables into guides, agent tools, and KPI datasets: the questions your team actually asks, encoded.
Leadership pastes one link into Claude; finance refreshes Excel. You watch every question arrive in the audit log.
Bring a read-only credential; leave with your leadership asking your live data questions in Claude. We’ll show you on your data, not a demo dataset.