AI Integration
AI that actually
does the work.
We don't hand you a chatbot and call it transformation. We integrate AI into your real workflows, measure what changes, and ship something your team uses on Monday morning.
What we build
Four shapes of work we ship constantly.
RAG over your knowledge
Your SOPs, contracts, manuals, ticket history — searchable and conversational. Your team gets answers grounded in your actual documents, not a public model's guesses.
Agent workflows
Multi-step automations that read, decide, and act across your tools. Lead qualification, ticket triage, report generation, follow-up drafting.
Internal copilots
Domain-specific AI assistants embedded into the software your team already uses. The opposite of "open ChatGPT and copy-paste."
Document automation
Extract, classify, and route the paper your business runs on — invoices, POs, applications, contracts. Pipe the structured output straight into your systems.
How we think about it
Engineering principles, not prompt tricks.
We measure outcomes, not tokens.
Every engagement opens with a measurable target — time saved per ticket, response time, lift on a specific KPI. If we can't measure it, we don't build it.
We pick the right model, not the loudest one.
Multi-provider routing through AI Gateway means you get the best price/performance for each workload — not a single-vendor lock-in.
We build for the day after launch.
Eval suites, prompt versioning, fallback behavior, cost dashboards. The systems we ship survive model upgrades and adversarial users.
Tell us where AI should be doing the work.
One call. We'll tell you what's realistic, what isn't, and what we'd build first.