AI Agent Development
AI agents built for your business
We design and build AI agents for business needs: from analysis and monitoring to content generation and data work. From idea and spec to a working product.
Discuss your projectWhat an AI agent means for your business
An AI agent is software that takes a goal, uses tools and data to work toward it, and produces a result — without a human clicking through each step. Not a chatbot. Not a form. A system that does a job.
Example applications
Monitoring agent
Scans sources, filters noise, surfaces signals that need attention. Runs on a schedule, reports to Telegram or your internal system.
Analytics agent
Pulls data from multiple sources, runs analysis, writes a structured summary. Replaces hours of manual reporting.
Content agent
Generates drafts in your voice, formats for different channels, flags for human review. Not autopilot — assisted output.
Support/triage agent
Classifies incoming requests, pulls relevant context, drafts a response or escalates. Reduces first-response time.
Our approach
A reliable simple architecture beats canonical complexity. We start with the smallest agent that solves the problem, verify it works, then extend. No overengineering, no vendor lock-in.
Engagement stages
Idea & scoping
Define what the agent should do, what data it needs, what 'correct output' looks like.
Specification
Written spec: architecture, tools, integrations, evaluation criteria. Approved before build.
Build & iterate
We build in iterations. You see working versions, not a black box for 6 weeks.
Handover
Deployed, documented, supported. You own the agent — we don't lock you in.
FAQ
How is an agent different from a chatbot?
A chatbot responds to user messages. An agent works autonomously toward a goal — it uses tools, searches data, makes decisions, and produces a result. Often you're not in the loop at all until it surfaces an output.
Which AI models do you build on?
Primarily Claude (Anthropic) and GPT-4 class models, depending on the task. We pick the model that fits the job, not the one we're partnered with.