AI Automation & Integration
Integrating LLMs and AI workflows into existing business processes. We build clean, predictable AI integrations.
Technical Capabilities
API Integration
Connecting API models from OpenAI, Anthropic, or running local open-source models (Llama, Mistral) securely.
RAG Pipelines
Building vector databases (pgvector, Pinecone) for Retrieval-Augmented Generation to allow AI querying of custom knowledge files.
Prompt Engineering
Structuring system instructions and developing robust retry loops to enforce schema-compliant outputs (JSON mode).
Practical, reliable AI features that save time and eliminate administrative bottlenecks, not hype-driven chatbots.
Automate Workflows
Connect LLMs to your actual database and build tools that eliminate repetitive manual work.
Focus Areas
- OpenAI & Anthropic API integrations
- Vector database & pgvector setups
- Retrieval-Augmented Generation (RAG)
- Predictable JSON schema enforcement
- Low-latency prompt optimization