Process owners
Leaders who need a clearer view of handoffs, exceptions, controls and end-to-end outcomes.
Featured project · Local/private MVP
AI Process Review
A structured first pass before the deeper process conversation
A standalone product in development for identifying recurring process-design issues, evidence gaps and questions that deserve experienced human review.
Process context→Pattern review→Evidence trace→Human judgment
The problem
Process diagnostics are difficult to make fast, consistent and evidence-linked
Transformation teams repeatedly encounter unclear ownership, duplicated controls, unmanaged exceptions, fragmented inputs and measures that miss the end-to-end outcome.
A first review can take substantial senior time, while conclusions are often hard to trace back to the source material. AI Process Review is designed to structure that first pass without pretending to replace practitioner judgment.
Who it is for
Teams accountable for how complex work actually runs
Transformation teams
Practitioners prioritizing redesign, automation or AI opportunities across a portfolio of processes.
Product & operations executives
Decision-makers who need an evidence-linked starting point before committing people, technology or budget.
How the review works
Structure first, findings second, human judgment throughout
The review uses controlled diagnostic patterns and explicit evidence links. It surfaces questions and hypotheses; it does not make an operational decision on the user's behalf.
- 01
Frame the process
Clarify the intended outcome, actors, stages, decisions, handoffs, controls and known exceptions.
- 02
Review recurring patterns
Compare the material with a controlled library of process antipatterns and record the supporting evidence.
- 03
Prepare a first-pass report
Summarize findings, confidence, missing context, questions and redesign hypotheses for practitioner validation.
- 04
Apply human review
Validate context, challenge unsupported conclusions and decide what merits deeper analysis or action.
Current status
Local/private MVP. Separate product boundary
This page is a project overview on Dmitry's personal professional site, not the production host for AI Process Review.
- Controlled private reviews only
- No anonymous process upload
- No public analysis form or report links
- No accounts, pricing or payments on this site
- No product analytics or private product data on this site
- The application and its product infrastructure will live separately
Why this project
Built from experience with products, infrastructure and operating change
Dmitry's work has connected customer journeys, product ownership, national payment infrastructure, marketplace fintech, B2B transaction banking, risk, operations and adoption.
AI Process Review turns that practice into a more consistent diagnostic layer: one that keeps ownership, controls, evidence and measurable outcomes visible while using AI where it can accelerate structured analysis.
Important limitations
AI Process Review provides a structured first-pass diagnostic. It does not replace professional, legal, regulatory, compliance, security or operational review.
This personal site accepts no process description or file. Send only high-level context and do not include confidential information. The independent product does not yet have a public URL, so no external product link is shown.