AI Integration Fit Check
Where would AI actually help your existing software and workflows — and where would it be a waste of money? Honest answers from senior engineers who integrate AI into production, not pilot decks.
What "AI Integration" Actually Means
Not slides. Not a prototype that impresses your board and then sits unused. We build AI directly into the software your team uses every day.
Existing software, smarter
AI classification, extraction, summarization, and decision support wired into the apps your team already uses.
Custom workflows, not copilots
We don't drop a generic chatbot into your business. We automate the specific repetitive workflow that's costing you time.
Production-grade, not pilots
We ship AI that runs reliably, handles errors, and gets used. Not a demo that breaks the first time it sees real data.
AI Integration Fit Check
Check what applies. We'll show you how strong the AI integration opportunity is for your team.
Your Result
Next step: a 30-minute call with a senior engineer.
No slides. We'll look at your actual workflows and tell you which ones AI would meaningfully accelerate — and which wouldn't be worth the effort.
Book My Fit Check Call ↓Book Your Fit Check
Pick a time directly, or send a short message and we'll reply within one business day.
Prefer to send a message?
We'll reply within one business day with available times.
What You Get From the Fit Check
Honest opportunity audit
Which workflows AI would actually accelerate, and which wouldn't be worth the integration cost. We'll tell you both.
Pilot scope, if it makes sense
If there's a clear win, you'll leave with a rough scope for a focused pilot — usually 6–12 weeks — that proves value before a larger commitment.
Realistic time-savings estimate
Most teams see 40–70% time savings on targeted workflows. We'll estimate where you'd actually land based on your specifics.
No vendor lock-in
Recommendations on model choice (OpenAI, Anthropic, open-source) based on your privacy, cost, and accuracy needs — not what we want to sell you.
Who's Asking
20+ yrs
Building production software
Senior engineers
Same team that scopes, builds, and ships
Pilot-first
Prove value in a focused pilot before any bigger build