AI Operations Systems: Proposals, Documents and Back-Office Automation
What is an AI Operations system?
An AI operations system takes the paperwork that follows every sale — proposals, supplier invoices, job updates, handoffs — and moves it to the right place automatically, flagging only the exceptions for a person. It is how an owner-run company stops losing evenings to admin.
Admin is where owner time disappears
Every job creates paperwork, and in an owner-run company most of it lands on the owner. The work isn’t hard; it’s constant. That is exactly the kind of work software should carry, with a person looking only at the exceptions.
What we automate
Turning measurements into a branded, multi-option proposal
Reading supplier invoices and attaching them to the right job
Keeping job records and customer updates current
Handing a signed deal to onboarding with everything attached
What stays human
Approving prices, payments and refunds
Resolving exceptions the system flags
Anything that needs a license or professional judgment
Systems
AI Operations systems we build
Built: The proposal and quote generators were built for Certified Contracting. The proposal-to-signature-to-payment flow in Certified AI runs on staging.
Proposal automation turns measurements and a chosen scope into a branded, multi-option proposal in minutes, using your price book, and can carry an accepted proposal through e-signature and payment. A person sets prices and approves every proposal before it goes out.
See how it works →
Built: Built for Certified Contracting's JobNimbus account. Matching rules are specific to each company's suppliers and job naming.
Invoice-to-job automation reads supplier invoices as they arrive by email, extracts the job reference, amounts and line items, and attaches each invoice to the matching job in your CRM. Anything it can't match with confidence goes to a person, so material cost is known per job instead of discovered at month end.
See how it works →
Proof and insights
AI Operations builds and write-ups
Built in-houseBeta: In limited use; expect changes.
Consolidating prospecting, sales, proposals, payments and AI-assisted software building into one governed system with human approval on every consequential action — built on our own company first.
Read the build →
Built in-houseBuilt: Built and working; not currently running in production.
A proposal generator that turns roof measurements into a branded, multi-option PDF, plus a satellite-tracing quote tool for permanent lighting — built to end late-night estimating.
Read the build →
Built in-houseBuilt: Built and working; not currently running in production.
Supplier invoices read from email and attached to the right job in the CRM automatically, with only the ambiguous ones sent to a person — so material cost is known per job, not at month end.