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AI Agents for Business

Autonomous AI systems that complete multi-step tasks independently — without constant human supervision. Customer service, market research, reporting, recruitment.

80% of repetitive tasks automatable
4 wks MVP deployment time
24/7 agent works non-stop

What are AI agents?

An AI agent is an autonomous system based on a large language model (LLM) that independently plans and executes multi-step tasks. Unlike a simple chatbot, an agent can use external tools (web search, databases, APIs, email), make decisions and iterate until a goal is achieved — without constant human supervision.

Examples of AI agents in companies: customer service agent answering queries 24/7 and escalating difficult cases to humans; market research agent collecting competitor data; recruitment agent screening CVs and scheduling interviews; reporting agent generating weekly KPI reports automatically.

Why deploy AI agents?

24/7 processing of repetitive processes without additional headcount

Drastic reduction in execution time: weekly tasks completed in hours

Scalability — one agent handles 100 or 10,000 daily requests without additional cost

Integration with existing systems (CRM, ERP, email, Slack, Teams)

Full activity history — every agent decision is logged and auditable

AI Act compliant — we design agents with documentation required by EU 2024/1689

How do we deploy AI agents?

01

Process identification

We analyse your processes and identify 3–5 areas with highest ROI from agent automation.

02

Architecture design

We define agent tools, decision workflow, safety guardrails and integrations with company systems.

03

MVP build and testing

We build the first agent version in 2–4 weeks. Tested on real data from your company.

04

Deployment and monitoring

Production launch with monitoring dashboard, alerts and human escalation procedure.

05

Optimisation and expansion

After the first month we optimise the agent based on data and plan next use cases.

Who are AI agents for?

AI agents work best for companies with repetitive, multi-step processes.

Frequently asked questions about AI agents

A chatbot answers questions in one step. An AI agent executes multi-step tasks: searches for information, makes decisions, uses external tools (email, database, API) and iterates until the goal is achieved — without constant human supervision.
24/7 customer query handling, CV screening and interview scheduling, generating personalised sales proposals, competitor monitoring, automated KPI reports, order processing, document verification, IT helpdesk support.
Depends on agent complexity and number of integrations. Simple agent (1 process, 2–3 tools): from 8,000 PLN net. Advanced agent (multiple processes, CRM/ERP integrations): from 25,000 PLN net. Monthly subscription for maintenance and development also available.
MVP (first working version) in 2–4 weeks. Full deployment with integrations and production testing: 6–10 weeks. Time depends on API availability and company data.
We design agents with guardrails: scope restrictions, human escalation mechanism and full decision logging. No agent takes irreversible actions without operator confirmation.
CRM (Salesforce, HubSpot, Pipedrive), ERP (SAP, Comarch), email (Gmail, Outlook), messaging (Slack, Teams), databases (PostgreSQL, MySQL), ticketing systems (Jira, Freshdesk), external APIs.
No — the agent operates autonomously 24/7. We provide a monitoring dashboard with alerts. Operators review summaries and escalated cases, not every agent action.
Yes — we design agents with documentation required by EU Regulation 2024/1689. Each agent has a risk classification, technical documentation, human oversight policy and incident procedure.

Build an AI agent for your company

Describe the process you want to automate — we'll prepare an initial agent concept within 48 hours.