We build AI agents that read documents, call tools, make decisions and self-heal on failure — for testing, support, data processing and review workflows. Every step from assessment to POC to delivery is traceable.

Pain points

  • Repetitive manual workflows eat up team capacity
  • Off-the-shelf SaaS tools don't fit internal systems and processes
  • Script-based automation breaks widely whenever the environment changes

How we work

  1. Requirements assessment

    Map existing workflows, system interfaces and data boundaries; define the agent's decision scope and fallback strategy

  2. POC (1 week)

    Build a runnable minimal agent for the core scenario to validate feasibility and results

  3. Delivery

    Cover edge cases, add monitoring and logging, deploy, train and hand over documentation

Deliverables

  • A running agent system with deployment docs
  • Decision logs and a traceable run report
  • Source code and extension guide

Packages & timeline

  1. Requirements assessment
  2. POC (1 week)
  3. Delivery: MVP 2–4 weeks / full version 6–12 weeks

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FAQ

How long do AI agent, knowledge base and GEO projects take?

Timelines vary by complexity: an AI agent runs from a POC to full delivery over weeks to months; a standard knowledge base ships within weeks; GEO foundation work usually takes 2–4 weeks.

ProjectTimeline
AI agent POC1 week
AI agent full versionMVP 2–4 weeks / full 6–12 weeks
Knowledge base (standard)A few weeks
GEO foundation2–4 weeks

Read the full answer →

How is acceptance handled?

We agree on acceptance criteria during requirements review and attach them to the contract, covering the feature list and key test cases. We demo against each item at delivery before maintenance begins.

Do we get the source code? Who owns the IP?

You receive all source code and deployment docs at delivery; IP belongs to you. We keep reuse rights only to generic components and will sign an NDA.

How long is free maintenance after delivery?

Delivery includes a free maintenance period covering defects caused by our code, with the term set in the contract; annual maintenance can follow, and new features or changes from third-party API updates are scoped and quoted separately.

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