AI agent development: agents that do the work inside your systems
An AI agent does more than answer. It creates deals, sorts email and assigns tasks. We build agents with clear limits, an action log and tests, so you can trust what they do.
This section covers AI agent development for work inside your systems. It includes agents for a single process, multi-agent systems, copilots for employees, agents in CRM and ERP, MCP servers and agent testing.
An agent pays off where people repeat text-heavy work across several systems: requests, email, CRM updates, reconciliations. If a simple rule or an integration solves the task, we will say so and will not sell you an agent.
We start with a 1–2 week discovery and a fixed estimate. Then we build with weekly demos, test on real examples and launch on part of the flow first. The success metric goes into the contract. AI sometimes makes mistakes, so a person always confirms risky actions.
Services in this section
- from $5,000 · 4–8 weeksCustom AI Agent Development
We build an agent for one concrete task. It reads incoming data, decides what to do and acts through the APIs of your systems. Every step is logged. Risky or unclear cases go to a person.
Details → - from $15,000 · 8–16 weeksMulti-Agent Systems Development
When a process is too long for one agent, we split it into roles. One agent takes the task, another gathers data, a third checks the result. An orchestrator keeps the order, and a person can see every step.
Details → - from $7,000 · 4–8 weeksAI Copilot for Employees
The copilot lives where your team already works: in the CRM, Microsoft Teams, Telegram or the browser. It finds answers in your documents, drafts an email or a customer reply and shows the source. The employee always makes the call.
Details → - from $7,000 · 4–8 weeksAI Agent Inside Your CRM and ERP
The agent works inside your CRM or ERP like one more team member. It reads calls, emails and requests, fills in records, moves deals through the pipeline and assigns tasks to managers. Everything runs through official APIs, with a log of every change.
Details → - from $5,000 · 3–6 weeksMCP Server Development
MCP, the Model Context Protocol, is the standard AI assistants use to reach tools and data. We build an MCP server for your system with authorization, permissions, rate limits and a call log. Then Claude, ChatGPT or your own agent can work with it directly.
Details → - from $5,000 · 3–5 weeksAI Agent Testing and Evals
We build a test suite for your agent from real conversations and risky scenarios. Every change to the prompt, model or tools runs through it before production. You see what got better and what broke.
Details → - from $6,000 · 4–8 weeksBack-Office AI Agent
The agent takes over the flow of incoming email, requests and documents. It identifies the request type, extracts the data, enters it into your systems and replies or hands over to a person. You see every request and what was done with it.
Details →
All services
Describe the task. The first call is with the founder.
We reply within one business day. 30 minutes to tell you whether it is worth doing and what it costs.