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AI Automation Practice · 2026

Autonomous agents that do the work,
not just talk about it.

We design, deploy and maintain production-grade AI agents that replace manual routines, accelerate decisions and pay back in weeks — not years. From discovery to support, on one team.

19
Autonomous agents in production
2 mo
Average payback period
100%
Manual work replaced in core cases
/ 01 — Selected work

AI that already replaced human routine in production.

Three real engagements across services, fintech and healthcare. Different domains, same playbook: map the workflow, agentify it, prove the ROI.
/ Case 02 Fintech · Monitoring

Monitoring co-pilot with built-in anonymizers.

2×
faster decision-making on incoming alerts
−70%
developer involvement in rolling out new rules
2
agents with anonymizers protecting sensitive data
/ Case 03 Healthcare · Patient Care

AI doctor's assistant for patient management.

−80%
doctor's manual work on patient management
3
specialized agents for diagnostics & follow-up
24/7
continuous patient journey support
/ 02 — How we engage

From discovery to a live agent — one team, three steps.

Each stage has clear deliverables and exit criteria. You can stop after any step, but most clients move all the way to support because ROI lands in 1–6 months.
01
Consulting
AI Audit / Discovery
We map your workflows, find the highest-ROI automation candidates and design the agent topology. You walk away with a concrete plan — agents, integrations, expected ROI.
2–4 weeks
02
Implementation
Pilot / MVP
We build the first agents, integrate them with your stack and run them on real workloads. Tight feedback loops, weekly demos and measurable KPIs from day one.
4–10 weeks
03
Support
Operate & Evolve
We run the agents in production, monitor quality and retrain on new patterns. New rules and workflows ship without pulling your engineers in.
Ongoing
ROI in 1–6 months

Investment pays back within the first two quarters in every engagement we've taken to production. We size the pilot so the math works on your real data — not on slideware.

/ 03 — Get in touch

Let's talk about your first agent.

Tell us about the workflow you'd like to automate. We'll come back with a scoped Discovery proposal within two business days.

Peaks Circle Software

+48 576 218482 maksym.karatai@peakscircle.software
Aleja Armii Ludowej 6/164, 00-571 Warszawa, Poland

Book a 30-min discovery call

Pick a slot that works for you. We'll walk through your workflow and outline what an agent would look like — no commitment.

Online meeting