AI Integration
From chat to RAG to agents — practical AI that moves your product forward.
Most AI features fail because they're a demo, not a product. We build AI that earns its place in your app: grounded in your data, measurable, safe, and shipped behind the same engineering bar as the rest of your stack.
— Capabilities
What we build.
Conversational features wired into your product, your tone, your data.
Search and answer across docs, tickets, transcripts — with citations users can trust.
Multi-step automations that take real actions, with humans in the loop where it matters.
We measure quality, prevent drift, and keep costs under control as you scale.
— Deliverables
What you receive.
- AI feature scoping & success metrics
- Model selection & cost plan
- Prompt + evaluation suite
- Vector / hybrid search pipeline
- Streaming UI components
- Logging, observability, safety filters
- Production deployment & runbook
— Stack
Tools we trust.
Fixed scope, fixed price. Larger projects scoped on request.
— Timeline
How it ships.
Use case, data audit, model & cost plan, success metrics.
First working feature behind a feature flag, internal evals.
Streaming UI, safety, monitoring, cost guardrails.
Ship to users with dashboards and a runbook.
Let's build your ai integration.
Tell us what you need. We reply within 24 hours.