AI that works inside your existing stack
Connect large language models to your CRM, knowledge base, documents, and APIs — with the data pipelines, prompt management, security boundaries, and observability to keep everything reliable.
Use Cases
Where integrations unlock the most value
CRM + AI Intelligence
Surface AI-generated contact summaries, next-best-action suggestions, and auto-populated fields directly inside your CRM — without rebuilding your sales stack.
Sales · RevOps · Customer SuccessDocument Intelligence
Build a retrieval-augmented system over your internal docs, contracts, or knowledge base — enabling staff to query against company knowledge in natural language.
Legal · Finance · OperationsAPI + LLM Orchestration
Connect your existing APIs to LLM reasoning — so the model can look up real data, take actions, and return structured results rather than hallucinated guesses.
SaaS · Platforms · EnterprisesWhat's included
Full integration delivery
- LLM integration with CRM and helpdesk
- Document intelligence and RAG pipelines
- API orchestration and prompt management
- Model routing and cost optimisation
- Observability, logging, and eval
- Safety and moderation layers
- Knowledge base sync and indexing
- Structured output parsing and validation
Technology
Stack we work with
- OpenAI, Anthropic, and open-weight models
- LangChain / custom orchestration
- Vector databases (Pinecone, Weaviate, pgvector)
- Structured output with Zod / Pydantic
- Prompt versioning and A/B evaluation
- Logging, tracing, and eval with LangSmith / custom
Already have a stack? Good — we work with it.
We scope integrations around what you already have, not what we want to sell. Book a call and we'll map the fastest path to a working AI integration in your environment.