Insights & Architecture
Practical frameworks, code-level audits, and architectural teardowns from our work evaluating UiPath portfolios, decommissioning bot debt, and building production AI prototypes.
UiPath & RPA Triage
Most enterprise RPA portfolios grew one bot at a time. A few years later, licenses renew at six figures while nobody knows which workflows still justify their maintenance. Here is our 4-quadrant triage framework, scoring rubrics, and the exact evidence checklist to run before your next license renewal.
Evidence-based analysis for enterprise automation centers of excellence and engineering leaders.
A forensic analysis of why screen-scraping bots fail during routine web application updates, and how to redesign selector logic or move to headless workers before support costs explode.
Deterministic screen automation breaks when a layout shifts 2 pixels. Autonomous AI agents can reason through unstructured document chaos. Here is our decision rubric for when to upgrade.
Five audit steps every enterprise CIO and COE lead should take 60 days before contract renewal to decommission zombie unattended robot licenses and right-size capacity commitments.
How replacing desktop robot VMs with event-driven cloud serverless and native APIs cut infrastructure and support costs by 78% for a midwest logistics firm.
How cross-functional teams of business domain experts and software engineers build, test, and score functional AI prototypes on real company data in 72 hours.
Test your automation estate against industry benchmarks for credential security, exception alerting, screen change resilience, and license justification.
Free Assessment Deliverable
Download our 8-page sample assessment for a fictional Midwest 3PL: executive summary, 24-workflow scorecard, evidence-linked findings, and a three-wave migration roadmap.