AI Agents

Agents that handle multi-step work: reading documents, routing decisions and updating systems

Services › AI Development › AI Agents

An AI agent does more than answer questions. It reads a document, decides what to do, calls a system, checks the result and moves to the next step. Built well, agents remove hours of repetitive work from finance, operations and support teams. Built badly, they make confident mistakes at scale.

We build agents using LangGraph and similar frameworks with explicit state, human approval points where the stakes are high, and full logging so every action can be traced. Our leadership has delivered production agents for document intelligence in private equity, handling financial reports at scale.

What we do

  • Document processing agents that extract, validate and file information
  • Workflow agents that route requests and update systems of record
  • Support and triage agents grounded in your knowledge base
  • Human-in-the-loop design for approvals and exceptions
  • Evaluation, monitoring and cost controls in production

This is for you if

  • A team spends hours a day reading documents and typing results into systems
  • Requests are routed by hand and often land with the wrong person
  • You have a defined process with clear rules and many repetitions
  • A chatbot has been tried and was not enough

How we work

  1. 1

    Define

    Pick one process, map its steps and decide where a human must approve.

  2. 2

    Prototype

    Build a working agent on real samples within weeks.

  3. 3

    Evaluate

    Measure accuracy against a labelled set. Fix the failure cases.

  4. 4

    Deploy

    Roll out with monitoring, logging and a clear owner.

Technologies we use

  • LangGraph
  • LangChain
  • Claude
  • OpenAI
  • Azure OpenAI
  • Python
  • FAISS
  • Snowflake
  • Databricks

Common questions

How accurate are agents?

It depends on the task. We measure it on your data before go-live and design approval steps around the error rate rather than hoping.

Will it access our systems?

Only through permissions you grant, with every action logged.

What does it cost to run?

We report model and compute cost per task during the pilot so you know before scaling.

Ready to talk about AI Agents?

Call us or send a message and we will come back within one working day.

Call 040-29359599Send a Message