Step 01
Process Mapping
We analyze workflows, identify tasks for automation, and define decisions the agent should make.
AI agents and automation
AI agents and workflow automation
Intelligent business process automation
We create AI agents that automate complex processes: from customer service through document analysis to system integrations. Agents operate autonomously, make decisions, and perform actions.
70%
Process automation
10x
Faster execution
98%
Decision accuracy
Cooperation process
How does our cooperation look like?
A transparent process that leads from idea to finished product
Step 02
Agent Architecture
We design agent architecture: tools, data access, decision logic, and system integrations.
Step 03
Development & Tools
We implement the agent with access to tools (APIs, databases, files). We create task planning and execution system.
Step 04
Testing & Evaluation
We test the agent on real scenarios, measure decision accuracy, and optimize prompts and logic.
Step 05
Deployment & Monitoring
We deploy the agent to production with full monitoring of actions and decisions. We provide human-in-the-loop for critical cases.
Step 06
Iterations & Development
We collect feedback, analyze agent behavior, and develop its capabilities. We add new tools and integrations.
Key benefits
Why choose us?
Business outcomes first—technology is the means, not the end in itself.
Automation
Agents perform complex tasks without human intervention.
Decisions
Intelligent decision-making based on context and data.
Integrations
Connection to APIs, databases, external systems.
Control
Human-in-the-loop for critical decisions, audit logs.
Scaling
Agents handle hundreds of parallel tasks.
Workflow
End-to-end automation of entire business processes.
Technologies
What technologies do we use?
Modern tools and proven solutions for the best results
OpenAI
AI Platform
Claude
AI Platform
LangChain
Framework
AutoGPT
Agent Framework
Next.js
Frontend
Node.js
Backend
PostgreSQL
Database
AWS Lambda
Serverless
Service scope
What does the service include?
Below is an example scope of work that we adjust to the stage and goals of the project.
Process and workflow mapping
AI agent architecture
Tools and integrations (APIs, databases, files)
Task planning and execution system
Testing and decision evaluation
Monitoring and human-in-the-loop
Iterations and capability development
Support and optimization
Ready to start?
Schedule a free consultation and learn how we can help with your project. After our DDT process (Discovery, Design & Technology), we offer a price guarantee and a fixed-price agreement.
Preliminary estimate in 48h
Fixed price after DDT — price guarantee
No commitment
We can sign NDA
Contact
Let's talk
about the outcome, not the hype.
Tell us which product, workflow or system you want to improve. We usually reply within 24 hours with questions and recommend a practical first step: a consultation, AI Sprint, DDT or an audit.
Write to us[email protected]
Visit us
GD
gmi.software Sp. z o.o.ul. Jana Heweliusza 11 / 819
80-890 Gdansk, PolandNearshore product delivery across EU, UK and US time zones.
80-890 Gdansk, PolandNearshore product delivery across EU, UK and US time zones.
NIP: 5252816287KRS: 0000830003
© 2026 gmi.software Sp. z o.o.