Plug in. Diagnose. Act.

We ingest everything your business already has. The Lightbulb Ai framework reads it. You get a dashboard of insights and actions, debriefed live — all inside a week. The long version, below.

Your stack. Read-only.

Six categories of data, six places we'll plug in. Most clients have all six. We'll start with whichever is loudest.

Sales & CRM

HubSpot, Pipedrive, Salesforce, Capsule, the spreadsheet your sales lead actually uses instead of the CRM you bought.

Support & helpdesk

Zendesk, Intercom, Front, Help Scout. The shared inbox at support@ that nobody's owned for two years.

Finance & accounting

Whatever you run — connected where possible, exported where not. Every transaction, every invoice line, every late-payment chase.

Project & ops

Linear, Asana, Monday, Notion, Jira, ClickUp. Plus timesheets if you keep them. We'll learn what a project actually costs.

Email & inbox

Google Workspace, Microsoft 365. The last twelve months, read properly. It's where most of the answers actually live.

Marketing & web

GA4, Plausible, Search Console, Meta Ads, LinkedIn Ads, your CMS. We tie ad spend to projects shipped — not just clicks.

What we connect to

  • Anything with an API. Most things without.
  • Twelve months deep — enough to see the patterns
  • Read-only first. Always.
  • VPC peering, SSO, audit logging on day one
  • That spreadsheet you've been meaning to fix

What we won't ask you to do

  • Migrate to a "platform"
  • Buy a seat for everyone in the company
  • Sign a multi-year contract for unseen software
  • Sit through an onboarding webinar

Read by the Lightbulb Ai framework. Properly.

Your data is read by the Lightbulb Ai framework — Claude or a similar large language model doing the heavy lifting. Nothing trains on it, and a specialist walks you through exactly how it works before anything starts.

01 / It categorises

Every line gets a label.

Every invoice line, every email, every ticket gets a label. The categories are yours — services, clients, projects, friction points, recurring questions. Learned from your data, not from a template.

02 / It cross-references

Joins you'd never write.

Which clients email you the most. What they pay. How long their projects actually take. Which services appear in invoices but never on the website. Which lead source wastes a Tuesday a week.

03 / It surfaces

The "ah" moments.

The patterns you wouldn't have spotted unless you'd read every email for a fortnight. Clients quietly costing money. Services nobody knows you offer. Complaints that map to one specific process.

A single dashboard. Insights and actions. No fluff.

This is what comes back — organised by function, every claim sourced. Below is a sample; the full interactive demo is one click away.

Want a quick demo? Here's one we made earlier →

Sample data — Johnson & Co doesn't exist. And one honest caveat: the business functions available in your dashboard depend on your software setup and how much data we can access. We'll work that out together — what's readable and what isn't — before you commit to anything.

01
The debrief

Walked through, live.

A specialist presents the dashboard and takes every question. What surprised you, what didn't, what to do first. This is the moment the diagnostic earns its money.

02
The actions

Spelled out, ready to run.

Every action comes with the how — what to change, where, and why it pays. We tell you exactly how to fix it; you and your team take it from there.

03
Yours to keep

No lock-in.

The dashboard and the action list are yours. When you're ready to measure what moved, re-run — quicker and cheaper the second time, because the pipes already exist.

Inside a week. Quicker if your data's ready.

Kickoff to debrief in about a week. The honest variable is access — if your IT provider has to approve every connection, add a few days for the back-and-forth.

Days 1–2 · Plug in

  • D1Kick-off call. We agree what's in scope and who grants access.
  • D1Read-only connections — or exports where your MSP prefers
  • D2Local anonymisation set up. Sensitive data handled before anything else.
  • D2Ingest begins. First categorisation pass overnight.

Days 3–7 · Diagnostic & debrief

  • D3Cross-referencing. The patterns start to surface.
  • D4We send three questions back. You answer them in an email.
  • D5The dashboard is built and sanity-checked against your numbers.
  • D7The live debrief. You leave with insights, actions, and the dashboard — yours to keep.

It's a snapshot, not a subscription. Re-run in six or twelve months to measure what moved — quicker and cheaper, because the pipes are already built.

A 60-minute call, then a one-page proposal.

Tell us what's eating your week. A partner — not an SDR — replies inside a working day with two times you could talk.

Diagnostic proposal within 24h Debrief inside a week No lock-in, no hard sell