AI integrations
Useful AI in your product, not a generic chatbot.
AI earns its keep when it sits close to real data and a real workflow. We build assistants grounded in your documents, features that triage, classify, summarize, or draft the right thing the first time, and the boring guardrails that make them safe to ship. Local where data must stay private, hosted where scale matters.
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Grounded assistants
Answers backed by your documents, knowledge base, or product catalog — with citations.
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Agentic workflows
Multi-step automation that triages, drafts, and routes. Human-in-the-loop where it matters.
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In-product features
Suggestions, autocomplete, smart defaults baked into your existing app — not a separate chat window.
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Private deployments
On-premise model setup for teams whose data can't leave the building.
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Evaluation harness
Tests, dashboards, and rollback for prompt changes. Ship AI like you ship code.
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Cost discipline
Caching, model routing, rate limits — keep the API bill predictable as usage grows.
- A working integration in your product or workflow
- An evaluation suite for ongoing prompt and model changes
- A cost dashboard you can read at a glance
- Documented prompts, fallbacks, and a rollback plan
Two Nerdy Cats
A custom content platform that put the editors back in charge.
A small media-and-commerce brand needed a real publishing platform — somewhere the editorial team could ship content, schedule releases, and roll new features out to specific people without filing a ticket every time. We designed and built it, set up the deploy and monitoring, and trained the team. The site has been theirs to run ever since.
see it liveHave a ai project on the desk?
A short email with what you're trying to do is enough to start. We come back with questions and a plan.
Spike & Luna Automation Consulting LLC