A solo builder shipping vertical AI agents and automations for hotels, short-stay operators, restaurants, and the businesses around them.
You don't need another deck. You need the workflow live by Friday.
Quote 12-week strategy decks that don't ship code. By the time the pilot is signed, the season is over.
No AI engineer. No bandwidth. SaaS subscriptions stack and stall. The ops team is doing the work the tools were supposed to do.
Generic AI assistants don't know your PMS, your SOPs, or your guests. They produce plausible-sounding nonsense at scale.
Inbound guest messaging was outpacing front-desk capacity, especially around check-in peaks. Late-night messages were slipping through.
AI triage agent that classifies each incoming message (urgent / FAQ / sales / spam), drafts a brand-voice reply for one-tap human approval, and learns from corrections.
Team now handles ~3× the inbound volume at the same headcount. Replies go out faster. Almost nothing slips after hours.
CS team triaged the same five integration questions every day from new customers. Onboarding velocity was the bottleneck — not product capability.
Internal AI co-pilot for CS, trained on docs and ticket history. Drafts replies in the team's voice, links to the right runbook, escalates non-template tickets cleanly.
First-response time cut sharply. Agents work the hard tickets. Backlog cleared without growing the team.
50–200 rooms. Lean teams. Need revenue ops automation, guest comms, OTA recon.
5–50 properties. Drowning in OTA messaging, owner reporting, cleaning ops.
3–15 venues. POS data trapped. No natural-language analytics layer.
PMS / CRS / RMS startups. CS teams stuck on the same five integration questions.
Spreadsheets for owner reporting. Days lost monthly. AI templating fixes it.
Anyone with one repeatable workflow they wish AI could just handle.
Discovery call. Map 5–10 candidate workflows. Score by ROI vs build effort. Deliver a 3-page report with the top opportunity scoped to MVP. Honest entry point — we'll tell you if AI isn't the answer.
You pick one workflow from the audit. We scope, build, integrate. Daily progress notes. Live demo end of each week. Final delivery plus two weeks of support included.
Monthly retainer to monitor, iterate, and ship the next workflow. Or take ownership in-house — we hand over the code, the prompts, and the runbook. Your call.
Most builds ship in 2–4 weeks. We don't do quarter-long discovery phases. The audit IS the discovery.
We tell you what AI won't fix as fast as what it will. If the workflow doesn't need AI, we'll say so — and refund the audit.
Most engagements have a milestone-tied payment structure. You pay for what works, not what's promised. Specific terms in the SOW.
OpenAI walked away from direct hotel bookings. Here's why that's actually bullish for hotels — and what the content pipeline shift signals.
Legacy property management systems weren't built for AI agents. The vendors who don't adapt will lose to those who do.
How Canary Technologies scaled guest messaging across 30+ languages — and the automation architecture that made it possible.
30-minute discovery call. We'll map your workflow live, score it for AI fit, and quote the audit before the call ends.