Fractional Chief AI Officer · for owner-led companies
Built inside an 80-employee commercial construction company with real operational risk — not a lab. 70+ automations and AI agents in production, with a human gate on every consequential action. Watchler Technologies helps other owner-led businesses get there without the expensive mistakes.
01 · Proof — a sample from our own books
| Invoice drafting — nightly | RUNNING | ~98% automated · a person approves 100% |
| Purchase-order approval gate | LIVE | dollar-threshold dual approval · exactly-once send |
| AP invoice intake & coding | RUNNING | email → coded & filed · human reviews every batch |
| Field daily-report portal | RUNNING | crews report from the field · office gets structured data |
| Vendor quote ingest & routing | RUNNING | quotes read, filed, and compared automatically |
| Private on-prem document AI | RUNNING | sensitive documents never leave the building |
Real systems in production at a mid-size Southern California contractor. Shown generically — client and project specifics stay confidential.
02 · Engagements — start anywhere, most start small
Most engagements start with the Assessment; everything after is scoped to your business.
Where AI pays in your business — and where it doesn't. A half-day with your team, then written findings you own.
A prioritized 12-month plan: sequenced opportunities, tool-neutral recommendations, budget ranges, and a governance starter set.
One workflow built, measured, and running in production — with approval gates, an audit trail, and your team trained on it.
Ongoing executive ownership of AI adoption: vendor benchmarking before you sign, governance, new workflows, and a monthly ROI report.
03 · How we work
Software drafts; people approve. The review gate is the design, not a limitation — especially anywhere money moves.
We run Claude, OpenAI, and private local models side by side in production. We don't sell tools, so we don't care which one wins.
Every automation carries a counter — hours saved, error rate, dollars. If it can't be measured, it doesn't get built.
04 · Who
Kevin Watchler is the president of a mid-size Southern California construction company. Since 2025 he has personally built and operated its AI layer — document pipelines, procurement agents, billing automation, private on-prem inference — governed by written policy and human approval gates.
Every recommendation has already survived payroll, deadlines, customers, compliance, and real employees — before it's ever recommended to a client.
Watchler Technologies exists so other owner-led companies can get that experience without the two years of mistakes it took to earn it.
Describe your business in three sentences. You'll get back three places AI probably pays in your operation — and one place it doesn't.
kevin@watchler.ai