Joining exports and checking jobs, invoices and payments.
THE BUSINESS VALUE
Helps a team locate specific billing handoffs, overdue balances or weak job margins and decide who should investigate next. The value comes from an actionable, traceable finding and a checked follow-through.
THE RESULT TO CHECK
A sourced finding with record IDs, owner, next step and measure.
Fictional records. Sample actions. No private business is connected.
How this works
Connect selected CRM, customer, job, invoice and payment records using stable IDs. The LLM investigates the question; code checks data quality and calculates amounts. Accept a finding when the records support it, and identify the missing information when they do not.
What we would measure
Confirmed exceptions, time to resolution and relevant changes in the source records. Missing costs are excluded from profit, and unpaid balances, unbilled work and profit remain separate measures.
Design status and scope
Working fictional sample with genuine hosted LLM evaluations. The sample resolves a $6,200 missed-billing example by adding a sample invoice and rechecking the records. The invoice remains unpaid. No client revenue recovery or private business connection is claimed; public browser qualification remains open. Sample actions are visitor-triggered, not LLM tools that issue real invoices.
Showing Find where work and money get stuck.
WE PUT PEN TO PAPER WITH YOU
Your team knows the work. We help design the way forward.
Start with one workflow. Agree the goal, the systems, the permissions and how we will measure a useful result.
The original drawings are shown as supplied. Designs show intended workflows; working samples are labeled. Benefits depend on the task, data, access and implementation. A design is not a claim that every illustrated connection is live.
