AI Integration
Put frontier AI inside the tools you already use.
Integrate OpenAI, Claude, Gemini, and Groq directly into existing products and operations — chat, summarization, extraction, and automation layers.
Overview
You don't always need a new product — sometimes you need your current one to think. We integrate frontier models into the software and workflows you already run, adding capabilities like document understanding, natural-language search, drafting, and decision support.
We handle the hard parts vendors demo away: prompt reliability, cost control, latency, privacy, and fallbacks. The result feels magical to users and boring to your engineers — which is exactly right.
What you receive
- Use-case assessment & feasibility report
- Working proof of concept
- Production integration with monitoring
- Cost & latency optimization
- Safety guardrails & fallback behavior
- Usage dashboards & alerting
Outcomes
- 2–4 wks
- To working POC
- 10x
- Cost optimization ceiling
- <2s
- Perceived latency target
- Zero
- Vendor lock-in by design
Who it's for
- SaaS companies adding AI features users expect
- Businesses sitting on unstructured documents
- Teams whose tools lack modern search & drafting
- Leadership needing AI ROI before committing
Stack
- OpenAI
- Claude
- Gemini
- Groq
- LangChain
- Pinecone
- TypeScript
- Python
Capabilities
LLM API Integration
OpenAI, Claude, Gemini, and Groq wired into your product with routing, retries, and cost controls.
Document Intelligence
Extract structure from contracts, invoices, forms, and emails with validated accuracy.
Semantic Search
Natural-language search across your docs, tickets, and knowledge base via RAG pipelines.
Automation Workflows
Trigger-based AI actions across your stack: classify, route, summarize, respond, escalate.
Ready to put ai integration to work?
Free discovery call · Fixed-price proposal · Senior engineers only.