AI that saves hours, not slides.
Chat, search, and workflow agents deployed into real businesses. We’re honest about what AI does well — and what it doesn’t.
What we actually do.
Customer-facing AI chat
Concierge, booking, and support chat trained on your actual content. Escalation to a human when it matters.
AI search on your site
Natural-language search across menus, rooms, itineraries — indexed weekly, cited inline.
Internal workflow agents
Automate quoting, invoice parsing, supplier reconciliation. Not magic — just a well-placed agent.
Document & email automation
Extract data from PDFs, route emails, draft replies. Audit logs you can trust.
Lightweight evals
We set up measurable accuracy baselines so you know if the model is getting better or worse.
Governance and guardrails
Prompt injection hardening, PII handling, logging. Boring but essential.
Who it’s for.
Hospitality operators
Front-desk pressure relief: concierge chat, after-hours queries, upsell hints tied to real inventory.
Back-office teams
Finance, ops, procurement — agents that shave hours off weekly grunt work.
Founders with an idea
You’ve seen a demo and want to know what’s actually buildable. We scope it honestly.
How an engagement runs.
- 01
Scope
We map the task, the data, and the failure modes before writing a prompt.
- 02
Prototype
A working agent in your stack in week one. Evaluated on real examples.
- 03
Harden
Guardrails, logging, retries, and a fallback path for when the model is wrong.
- 04
Hand over
Documentation, dashboards, and a clear playbook for when to call us back.
Good questions.
The five things people ask before they ask anything else.
Whichever fits — Claude, GPT, or a local open model. We pick for the task, not the brand.
Not by default. We use providers and settings that keep your data out of training.
Anything where being wrong once is a catastrophe. We’ll tell you which tasks those are.
Yes, but we’re picky. Voice only when the accuracy bar is really met.
Possible with open-weight models. We’ll help you weigh cost vs. control.
Tell us what you’re trying to build. We’ll tell you honestly whether we’re the right people for it.
One working day to respond. No decks, no funnel, no follow-up sequence.
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