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Custom AI Agent Development

Custom AI Agent Development

Custom AI agents built around your exact workflow — your systems, approval chain, and definition of done. Discovery to production in weeks, full code ownership.

200+
In-House Developers
4–6 wks
To first working agent
Fixed-price
Quoted after scoping
You own it
Code, prompts, infra
  • NDA on Day 1
  • Fixed-Price Guarantee
  • 48hr Proposal
  • Secure Data Residency

Get your custom project plan

Share your project details — a senior engineer responds within 4 hours.

NDA protected 24hr response Free consultation

Independently audited, certified and built to standards you can check

  • SOC 2 Type II certified
  • ISO/IEC 27001:2022 certified
  • AWS Cloud Operations Services Competency
  • AWS Security Competency

Custom AI agent development builds autonomous agents tailored to your specific workflow, systems, and compliance requirements. Built for businesses where platform templates fail — unusual approval chains, legacy integrations, or regulated processes — it delivers owned code, evaluation suites, and infrastructure you control, not seat-based SaaS you cannot leave.

What We Build

Custom means the architecture fits the problem

Feasibility & Scoping

Before we design anything we test whether an agent is actually the right tool for your problem. Some workflows are better served by a simpler rules engine, and we will tell you that instead of selling you an agent you do not need.

Architecture Chosen for the Task

Single agent, agent plus tools, or a small multi-agent system — the architecture is decided by what the task requires, not by which pattern a platform vendor has pre-built. Over-engineering a simple task is as common a failure as under-building a complex one.

Native Integration With Your Systems

The agent is built directly against your actual APIs, databases and internal tools — not a generic connector that covers the 80% every vendor supports and leaves your specific workflow unsupported.

Evaluation Built Alongside the Agent

A labelled test set from your real tasks ships with the agent, not after the first embarrassing production mistake. You know before launch roughly how often it will be right.

You Own Everything

Code, prompts, evaluation suite and infrastructure are yours at handover — no seat-based SaaS subscription, no proprietary platform you cannot leave, no vendor holding your workflow hostage on renewal.

Built to Extend

The tool layer and orchestration are structured so that adding a second agent or a new capability later is an addition, not a rewrite — the most common reason "custom" projects age badly is that nobody planned for a version two.

How We Build

From your workflow to a working agent

  1. 01

    Process & Systems Audit

    We map the workflow as it actually runs, including the exceptions and workarounds nobody put in the SOP, and inventory every system the agent will need to touch.

  2. 02

    Architecture & Tool Design

    We choose the simplest architecture that solves the problem and design typed, permission-scoped tools for every system the agent will call — the design work that determines whether the build goes smoothly.

  3. 03

    Build in the Open

    Weekly working demos against your real or sandboxed systems, not a slide deck. You see the agent's actual behaviour early enough to redirect it cheaply.

  4. 04

    Shadow Mode & Pilot

    The agent runs against live inputs without committing changes, or with a human approving every action, until the agreement rate earns wider autonomy.

  5. 05

    Handover & Ownership Transfer

    Full documentation, source access, and a walkthrough of the codebase with your team — so you are never dependent on us to make a small change.

Custom AI Agent Development FAQ

Common questions about custom AI agent development — how it compares to platforms, cost, timeline, our process and code ownership.

Ask our team
  • Platforms are fast to start and cheap to trial, and for a generic use case — a standard support widget, a common CRM automation — that speed is the right trade. Custom development earns its cost when your workflow does not fit the platform's assumptions: an unusual approval chain, a legacy system with no native connector, a compliance requirement the vendor has not built for. We will tell you honestly during scoping if a platform would serve you just as well for less money.

Describe the workflow. We will tell you if an agent is the right answer.

Free scoping call, an honest feasibility read, and a fixed-price proposal within 48 hours if it makes sense to proceed.