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AI Agents Development

Autonomous agents that plan, use tools and act on your systems — not just chat. We design the reasoning loop, wire up the integrations, and put guardrails and human review where they matter.

What this service is

A chatbot answers questions. An AI agent gets work done: it breaks a goal into steps, calls your APIs and tools, checks the results and decides what to do next. That makes agents a fit for the multi-step, rules-heavy work that usually sits between several systems and a person copying data from one to another.

We design the agent's reasoning loop around your process, connect it to the systems it needs, and decide with you where a human must approve an action before it happens. Every agent ships with an evaluation harness, so you can see how well it performs on real cases instead of trusting a demo.

What we deliver

  • Multi-step agent workflows with tool and API access
  • Retrieval over your own documents and databases
  • Human-in-the-loop approvals and audit trails
  • Evaluation harness so quality is measured, not guessed

Typical stack

ClaudeOpenAILangGraphVector DBsPythonFastAPI
Use cases

Where it helps

Back-office operations

Agents that read incoming requests, look up records across systems, prepare the update and hand it to a person for approval.

Research and reporting

Agents that gather information from your documents and databases and assemble it into a structured report or summary.

Customer service workflows

Agents that go beyond answering questions to complete tasks such as checking an order, raising a ticket or scheduling a follow-up.

Internal tools for your team

Assistants that let staff query company knowledge and trigger routine actions in plain language.

Engagement

How we work

A delivery model built around short feedback loops, so you are never waiting months to find out whether something works.

  1. 01

    Discover

    We start with the problem, not the technology. A short workshop to map the workflow, the constraints and what success actually looks like in numbers.

  2. 02

    Prototype

    A working proof of concept on your real data, usually within two to three weeks, so you can judge feasibility before committing to a full build.

  3. 03

    Build

    Delivery in two-week increments with a demo at the end of each one. You see progress continuously and can change direction while it is still cheap.

  4. 04

    Support

    Monitoring, tuning and iteration after launch. AI systems in particular need measurement over time — we stay on to make sure quality holds.

FAQ

Frequently asked questions

What is the difference between an AI agent and a chatbot?

A chatbot responds to messages. An agent works towards a goal: it plans steps, uses tools and APIs, checks the results and acts on your systems. Many projects combine both — a conversational front end with an agent doing the work behind it.

How do you stop an agent from taking the wrong action?

We limit which tools each agent can use, validate its outputs, and add human approval for any action that is costly or hard to undo. Every step is logged so you have a full audit trail.

How does a project start?

With a short discovery workshop. We map the workflow, the constraints and what success looks like in numbers, then come back with a practical scope, a realistic timeline and a clear price.

Can we see something working before committing to a full build?

Yes. We build a proof of concept on your real data, usually within two to three weeks, so you can judge feasibility before signing up for the full project.

How will we see progress during the build?

We deliver in two-week increments with a demo at the end of each one, so you can change direction while it is still cheap to do so.

Do you support the system after launch?

Yes. We stay on for monitoring, tuning and iteration after launch, so quality holds as your data and usage change.

Talk to us about AI Agents Development

Tell us what you are trying to build. We will come back with a practical scope, a realistic timeline and a clear price — usually within two working days.

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