Custom autonomous agent systems built with the Claude API. We design, build, and deploy AI agents that think, decide, and act — so your workflows run without you.
We design the full agent topology — roles, tool access, memory, decision logic, and escalation paths.
Prompt engineering, tool use configuration, system prompt design, and response handling built for reliability.
Map your manual, repetitive processes and replace them with agent-driven flows that run 24/7.
Build systems where specialised agents collaborate — research, write, review, and publish without human input.
Agents that read from and write to databases, call external APIs, and store structured outputs automatically.
Full observability on what your agents are doing — decision logs, error handling, and alert triggers.
Complete technical documentation so you or your team can maintain, extend, or modify the system after delivery.
We stay on hand after deployment to fix issues, tune prompts, and handle edge cases in production.
An agent that monitors Google trends, writes blog posts about trending Helsinki places, and publishes them to your site automatically.
An agent that reads incoming inquiry emails, scores the lead, drafts a personalised reply, and logs the contact in your CRM.
An agent that runs your test suite, interprets failures, drafts bug reports, and notifies the right team member via Slack.
An agent that takes a project brief and generates a structured proposal with scope, timeline, and cost estimate for your review.
An agent that researches a topic, synthesises sources, and produces a structured report — fully cited and ready for use.
An agent that creates platform-specific posts from your latest blog content, schedules them, and tracks engagement.
We document every step of the process you want to automate. Inputs, decisions, outputs, edge cases, and failure modes.
We design the agent architecture and write the system prompts, tool definitions, and decision logic.
We code the agent pipeline, connect external APIs and databases, and build the monitoring layer.
We run the agent against real inputs, handle edge cases, tune prompts, and verify reliability before handover.
Full source code, technical documentation, and a live walkthrough so your team can own and extend the system.
We will map it, design it, and deliver a system that runs without you — permanently.