Warsaw · EU · Remote
Enterprise automation architecture. Private AI, delivered.
AnnaTech is the consultancy of Krystian Klementowicz - an enterprise architect who designs and ships Pega, UiPath and SAP-integrated automation for a global healthcare-technology enterprise, and builds the agentic AI systems that come next. Systems that run unattended, decisions that survive an audit, and AI that never has to leave your network.
Track record
Numbers before adjectives
- documents a year filed into SAP by one unattended process
- 50,000+
- Pega rules architected across 8 business domains
- 1,500+
- validation rules in an AI document pipeline covering 7 US states
- 65+
- standardized Pega branch reviews delivered offline
- 31
- MCP tools built across tiered-auth agent servers
- 30+
- external AI APIs in our private LLM reference platform
- 0
Currently engaged building background agents and LLM chat capabilities for an enterprise AI-agent marketplace at a global healthcare-technology enterprise.
What we do
Four practices, one architect
Intelligent Automation
Unattended UiPath and Pega systems built for SAP-centric operations - queue-driven, exception-safe and audit-trailed. A 50,000-document-a-year process is our reference point, not our ceiling.
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AI & Agentic Systems
Background agents and LLM chat wired into real enterprise workflows: tool layers over MCP, permission tiers, guardrails, and code generation that survives static validation.
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Private AI / Local LLM
Full AI capability - chat, agents, research, voice, image generation - running entirely on infrastructure you control. Zero external AI APIs. We operate this platform ourselves, daily.
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Data Engineering
The data backbone underneath: SAP extraction into Snowflake, curated analytical views, one modeled layer feeding BPM, RPA and AI consumers alike.
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Selected work
Delivered, not described
Applied AI / Intelligent Automation
Teaching a local LLM to write production UiPath code
A knowledge-injection spec plus a static-analysis toolchain lets a locally hosted open-weight model generate UiPath XAML that passes validation before Studio ever opens - with no client code leaving controlled infrastructure.
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Intelligent Automation / SAP
Calibration certificates into SAP DMS at 50,000 documents a year
A two-phase unattended process resolves equipment from serial numbers, verifies it in SAP and files certificates into the document management system - roughly 50,000 documents a year, fully audit-trailed.
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Applied AI / Document Intelligence
AI validation of US tax-exemption certificates across seven state form families
Azure Document Intelligence OCR feeding a deterministic rule engine - 8 generic checks plus 65+ state-specific rules - triages certificates into pass, fail or human review with per-rule evidence.
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Talk to the person who will actually build it
One architect, end to end: scoping, architecture, delivery, operations. Write a paragraph about your problem and you will get an engineering answer, not a sales call.