Applied AI, Singapore
Will you tell us not to use AI?
Yes. Often. We're the applied AI company that puts the no in writing, then builds the yes so it survives production.
Bring us a workflow →- Singapore Pte Ltd
- PDPA-aware
- Built on your stack
- We run it, you get the results
Production is where it breaks.
The AI meets a real person on a bad day, and nobody is watching. That is the part we build for. Praxis means practice. Forge means made, not pitched.
- 01A mother at 11pm, wrong delivery, wedding tomorrow. The AI says "I've opened a ticket" and she never hears back.
- 02Your ops manager stops checking after week two. The AI quietly approves a refund it shouldn't have.
- 03A supplier replies "ok" to a five-question email. The AI marks the order confirmed. It wasn't.
- 04Payroll run on the 28th. The AI hits an error and no one is paged. Staff find out on payday.
Two things we do. Pick the one that hurts.
- Order status on WhatsApp
- Returns and exchanges
- Quotes from a spreadsheet
- Invoice chasing
- Supplier follow-ups
- Appointment booking
- Tender intake
- Onboarding paperwork
Four steps. Four documents you keep.
Step by step →Scope in fire
The workflow, the people, the data and what success means, as a number.
↳ Scope document
Build on your stack
The smallest system that delivers the outcome, on your tools.
↳ Build brief
Harden in production
Bad input, dead APIs, model errors, load. Until it holds.
↳ Acceptance record
Run it, together
We operate and monitor it. You get the results and a clear view of what it did.
↳ Operating guide
The questions a demo skips.
All nine →Yes, and often. If plain software, a rule or a process change does the job better, that is the recommendation. It saves you building complexity you don't need.
It will. Every system we build has explicit failure handling and escalation, so unclear or sensitive cases reach a person with the full context.
We ship the single workflow that matters most first. A focused system reaches production in weeks, not quarters.
No. We operate and monitor it; you get the results and a clear log of what it did. Your data stays yours, and if you ever want to take it in-house, we make that easy.
Bring us the work that's costing you.
Thirty minutes. We tell you if AI earns its place. If not, you just saved a quarter.
- 01You send the workflow that hurts.
- 02We reply within a day with a time and two questions.
- 03Thirty minutes. You leave with a yes, a no, or a scope.