Where AI agents fit in construction, vet, and CPA practices

Three verticals where the system-of-record vendor is fixed and the customer is not going to rip it out. Procore for construction, ezyVet for veterinary practices, Karbon for accounting firms. Each one carries decades of feature work, each one fits the daily workflow of the operator's team, and each one is the wrong place to put the cross-system operations layer that lives between the record and everything else the customer does in a day. The agents fit there.

For construction, the agents stitch RFIs from Procore plus schedule slips plus cost-impact estimates into one change-order packet, route to the GC's PM and the owner's rep, and chase subcontractor compliance across COIs, W-9s, lien waivers, and certified payrolls. The standard playbook of dropping Salesforce or NetSuite on a construction company tends to break inside six months because the workflow is project-bespoke, GC-portal-specific, and document-heavy. The agents handle each of those without forcing a single source of truth.

For veterinary practice groups, the agents roll up multi-site KPIs across mixed PIMS (ezyVet, Cornerstone, AVImark, Digitail, Vetspire) for charge capture, inventory shrink, and doctor productivity. Industry data on missed charges runs three to seven percent of revenue depending on the protocol. On a million-dollar practice that is thirty to seventy thousand dollars a year recovered just from the charge-capture audit. The agent reads the doctor's note plus the charges, flags the misses, and drafts the correction.

For accounting and bookkeeping firms, the agents run the source-doc chase across Karbon, Canopy, and TaxDome. Per client per service line, surface the missing documents, email and call the client, write back on receipt. The bookkeeper spends roughly twenty percent of the week chasing source documents in the typical engagement, which is twenty percent of revenue spent on a non-billable activity. Move the chase to the agent and the firm gets the time back without raising headcount.