AI agent development
We build AI agents and LLM-powered tools that connect to your data and systems to do specific, well-defined work, not open-ended chatbots that guess.
Who this is for
- Teams that want an internal assistant that can answer questions from their own documents
- Businesses automating a repetitive task that involves reading, summarizing, or drafting text
- Product teams adding an AI feature to an existing application
- Companies that want a working pilot before committing to a wider AI rollout
What we deliver
- A scoped pilot for one workflow, built to prove the approach before wider rollout
- Retrieval-augmented generation (RAG) connecting an LLM to your documents, database, or knowledge base
- Integration with the model provider that fits your requirements and budget
- Guardrails: input validation, output checks, and a clear fallback when the agent isn't confident
- Logging so you can see what the agent was asked and what it answered
- Integration into tools your team already uses, such as Slack, email, or an internal dashboard
Typical outcomes
- A working pilot you can test against real inputs before deciding to scale it
- Less time spent on the specific repetitive task the agent takes over
- A clear-eyed view of where an LLM genuinely helps and where it doesn't, instead of a black box
Technologies we use
- OpenAI API
- Anthropic API
- LangChain
- Vector databases (Pinecone, pgvector)
- Node.js
- Python
- REST APIs
- Webhooks
How an engagement works
- 1
Scoping call
We pick one workflow worth automating, and agree what success looks like before writing any code.
- 2
Build a working pilot
The agent is built and connected to real data, not a demo dataset, so the test is representative.
- 3
Test and refine
Your team tries it against real requests, and we tune prompts, retrieval, and guardrails based on what you see.
- 4
Decide on scope
Together we decide whether to expand the pilot, leave it as is, or stop, based on the results.
Frequently asked questions
Related services
Ready to talk about AI agent development?
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