AI Services · AI/ML Integration
Your product, with intelligence built in
You don't need to rebuild your product to make it smarter. Recommendation engines that lift order values, search that understands what users mean, predictions that flag churn before it happens, personalization that makes every user's experience feel designed for them — these are integrations, not rewrites. We scope the use-case with honest ROI math, pick the right models or APIs, and ship intelligence into the product you already have.
What's included
AI/ML Integration, end to end
Use-case discovery
Where AI would actually move your metrics — scored by impact and feasibility, with honest ROI estimates.
Model & API selection
Build, fine-tune or call an API — we choose the cheapest thing that truly works, not the most impressive.
Integration with your stack
Shipped into your existing product and data flows, with your engineers or as a standalone service.
Testing & tuning
Measured against baseline before full rollout — intelligence that demonstrably earns its keep.
How it works
From kickoff to results
Discover
Your product, data and metrics — where intelligence pays.
Prototype
A thin proof-of-concept against real data before bigger commitment.
Integrate
Production build into your stack with proper monitoring.
Tune
Measured, compared to baseline, improved.
Good question
AI/ML Integration: your questions, answered
Do we need our own data scientists?
No — that's what you're hiring us for. If you have an engineering team we work alongside them; if you don't, we deliver the integration as a maintained service.
Do we need huge amounts of data?
Less than you'd think. Modern foundation models bring the intelligence; your data provides the context. Many integrations work from the data already in your product or CRM.
Build custom models or use APIs?
Usually APIs and fine-tuning win on cost and speed; fully custom models only pay off in special cases. We'll recommend the cheapest route that genuinely meets the need — and tell you when AI isn't the answer at all.
How do we know it's working?
Every integration ships with a success metric defined upfront — lift in order value, search success rate, churn caught — and we measure against the pre-AI baseline.
Ready to talk ai/ml integration?
Free consultation, honest advice, proposal within 24 hours — even if the honest advice is that you don't need us yet.