Intelligent Automation
Automation that survives production, not just the demo
Unattended UiPath and Pega systems for SAP-centric operations. Queue-driven, exception-safe, audit-trailed - designed by an architect who has watched robots run at 50,000 documents a year and knows exactly where they break.
Reference scale
What production means here
- documents a year through a single unattended process
- 50,000+
- SAP transactions automated across processes (IH08, IE03, CV01N, MM02, ME21N, IW21, IW22)
- 7
- Pega rules architected across 8 business domains
- 1,500+
- fewer MFA cycles after re-architecting authentication
- ~80%
Capabilities
Where this practice earns its keep
SAP GUI automation, done properly
Equipment lookups, document management, material master, purchase orders, service notifications - automated through the GUI when no API exists, with selector strategies and session handling that hold up under queue load. Transaction codes are not trivia to us; they are the working surface.
Framework architecture
REFramework state machines with disciplined contracts: dictionary-based data flow, standard sub-workflow signatures, business versus system exception taxonomy, trace-level logging on every decision. The structure that lets a process scale from one robot to a fleet.
Pega case management
Case design, flows, decisioning and integrations on Pega 8.x - 1,500+ rules architected across eight business domains, including a dual-jurisdiction export-control module. Plus a standardized offline branch-review methodology that keeps quality consistent as the platform grows.
Constraint engineering
MFA on an unattended robot. OCR on twenty-year-old scan quality. Systems of record you may not touch outside a change window. The interesting problems live in the constraints, and re-architecting around them - without security exceptions - is a specialty, not an annoyance.
Reference architecture
What a production process actually looks like
The two-phase certificate flow, as delivered: equipment resolution, verification and filing - queue-driven and audit-trailed end to end.
12:41:03 TRACE GetTransactionData queue item acquired · reference CERT-…-4812 12:41:07 TRACE IH08.Lookup serial resolved -> equipment record 12:41:19 WARN CV01N.Attach SAP GUI busy — app exception, retry 1/2 12:41:36 TRACE CV01N.Attach document created · type/part set per class 12:41:38 INFO SetTransactionStatus Success · full decision log persisted 12:41:41 TRACE GetTransactionData next item… -------- business rule miss -> BusinessRuleException -> human review queue (no retry) application failure -> retry x2, then exception queue with screenshots + logs
Illustrative trace. Retry semantics, exception split and audit logging are exactly as delivered.
Method
Delivery lifecycle
- 01
Scope and rules
Sitting with the subject-matter experts: AS-IS process, business rules, every variation mapped before a line is built.
- 02
Architecture
Queue design, state machine, exception taxonomy, credential flow - the technical blueprint that survives production.
- 03
Build and verify
Framework-based implementation, static validation, unattended test runs against every documented edge case.
- 04
Hypercare and handover
Production monitoring, log scrutiny, tuning - then a documented, maintainable system your team owns.
Evidence
Case studies from this practice
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.
Read the case study
Intelligent Automation / Security
Unattended automation under mandatory MFA: 8-12 prompts down to 2
When mandatory MFA broke an unattended SharePoint + SAP process, consolidating authentication to two strategic points with session reuse cut MFA cycles by roughly 80% - without touching security policy.
Read the case study
Enterprise Workflows / Pega
Standardized offline Pega branch reviews on a 1,500-rule platform
A review methodology plus LLM knowledge file reconstructs rule logic from branch exports, rule XML and tracer logs - 31 standardized reviews delivered without competing for live-instance access.
Read the case study
- UiPath
- Pega 8.x
- SAP GUI
- ServiceNow
- SharePoint
- Orchestrator
- REFramework
- Azure Document Intelligence
Have a process that should not need people?
Describe the process and its constraints - volumes, systems, what has already been tried. You will get an architectural assessment, not a slide deck.