We start with the process, not the model
A short audit of where the hours actually go, before anyone picks a model or a vendor.
Automate the work nobody should be doing by hand.
AI is only worth it when it removes hours from a real process. We start from the task you want gone, build the narrowest thing that does it reliably, and show you the before-and-after in hours saved.
- Measured hours saved
- Your data stays yours
- NDA friendly
Everything below is included.
One fixed-scope quote. No line-item surprises, no “that's extra” halfway through.
Every tier, every project
Document and email pipelines
Extraction, classification, and routing for the paperwork that currently lands in someone's inbox.
Assistants grounded in your content
Retrieval over your own docs so answers cite a source instead of inventing one.
Guardrails and human review
Confidence thresholds, escalation paths, and a person in the loop wherever a mistake would cost you.
Cost and quality monitoring
Token spend, latency, and accuracy on a dashboard — so the bill never surprises you.
A before-and-after hours report
We measure the manual baseline first, then show what the automation actually gave back.
Built with modern, proven tools
- Claude API
- OpenAI
- Python
- Node.js
- PostgreSQL
- pgvector
- AWS
“His attention to detail and code expertise ensured a bug-free delivery, while his quick responsiveness and politeness made the collaboration smooth. Great service, great work.”
Tell us what you want. We'll scope it.
A guided brief: pick the styles you like, tell us what exists today, skip anything that doesn't apply. About three minutes, no email until the very end.
Build your project brief
Nine short steps. Mostly tapping cards — almost nothing to type.
- What we're building
- Your site today
- Styles you like
- Platform
- Details
Start your brief
Skip any question · save and come back
You'll pick styles like these
Step 4 — what you get back
Here's the shape of your project.
Based on your answers, we send a fixed-scope quote within one working day — plus the milestones we'd start with.
- Process audit and baseline measurement — week 1
- Pilot on one workflow, with guardrails — weeks 2–4
- Rollout, monitoring, and handover — weeks 5–8
Estimated timeline
3 – 8 weeks
Team on your project
Lead + 1–2 engineers
First deliverable
Process audit in 3 days
Budget is something you tell us — we never guess it for you.
Common questions
Does our data get used to train someone's model?
No. We use enterprise API tiers that exclude your data from training, and we'll put that in writing in the contract.
What if AI turns out to be the wrong tool?
Then we say so during the audit. Plenty of 'AI problems' are solved better by a script, a form change, or deleting a step — and that advice is free.
How do you keep it from making things up?
Retrieval grounded in your own documents, confidence thresholds, and human review on anything consequential. Where accuracy has to be perfect, the AI drafts and a person approves.
Whatever you're building, let's build it right.
Websites, apps, AI automation, games — tell us what you need. Free 30-minute consultation. Honest advice either way.