Operator-built AI tools, authored in the open.
Proofs live here before they become products. Functional enough to prove the claim. Honest enough to show the seams. Voice-true to the operator they were built with.
When a proof validates across two or more operators in the same band, it graduates. When it doesn't, it gets named honestly and set aside.
By Engagement · across all classes
Design Build.
Custom AI projects co-designed with operators. One engagement, one shape, one outcome.
The crew an owner-operator builds, working the day with them.
The residential operator's workforce.
Tools that walk the property, capture the moment, run the operation, close the job.
Project Intake
In ProofsWalks beside the residential operator. Voice + photo + GPS through a parallel specialist cohort. Operator-reviewed brief at end of walk.
The Watch
In ProofsWhere the operator keeps watch on the day. What needs eyes, what's moving, what's about to land. The Operator Console's attention layer — not a system of record, a system of attention. Surfaces here as a residential operator's daily home.
What it takes to read a multi-volume bid the way a desk does.
The commercial operator's bid arc, end to end.
Tools that read the bid, decompose the scope, surface what's load-bearing, hold the substrate from intake to award.
Bid Scan
In ProofsReads incoming bid packages against operator thresholds. Information not judgment — a four-layer assessment for the BD's desk before the bid due date.
Bid Breakdown
In ProofsNineteen-skill cascade decomposing a multi-volume bid corpus into typed canonical state, scope-filtered specialist reads, and Tier-2 reconciliation.
The supplier becoming legible to the operator they're serving.
The wholesale supplier's operator-facing surface.
Operator-built tools for the supply side — specification specialists, customer insights, fulfillment substrate at the wholesale tier.
A capability that runs through every class — vocabulary shifts, line doesn't.
Specialist agents, across every class.
Operator-shaped agents that read what's at hand and return what's load-bearing. Vendors, equipment, products, plants — soon more. A Line, not a Class: each specialist serves the residential operator, the commercial bidder, and the wholesale supplier alike. Where a class needs its own register, the specialist takes on the class's vocabulary.
Vendor Specialist
PendingSpecialist agent over a regional vendor network. Reads operator-declared programs (not scraped), holds the material-supply spine for a region, and surfaces vendor fit against the job at hand. Cross-cutting — serves residential, commercial, and wholesale alike.
Equipment Specialist
PendingSpecialist agent over the operator's equipment substrate — machinery, fleet, attachments, maintenance history. Reads operator intent (RFQ, deployment, service planning) and returns specs, alternatives, sourcing detail. Cross-cutting across every class.
Cross-Cutting · across all classes
Substrate every other tool reads from.
Operator memory, catalog, voice, customer data — the layer beneath every class. Authored once, used everywhere.
Operator Memory
The shared substrate every other tool reads from. Customer memory · job history · operator voice · catalog — in active development across two operators.
Cross-cutting · live substrate