Step 01
Mapped the evidence intake and reviewer approval flow before automation.
Compliance Automation
AI-assisted cyber compliance workpapers for a large advisory team.
A large advisory organization was exploring how to reduce repetitive cyber compliance delivery work while preserving senior reviewer control, client data boundaries, and established workpaper methodology.
Challenge
Building AI capabilities for a large advisory firm's cyber compliance automation initiative
The target workflow involved scattered evidence, repeated control mapping, inconsistent reviewer notes, and manual workpaper preparation across cyber compliance engagements.
Compliance Automation
Anonymized advisory case study
Client details are withheld, but the workflow pattern is representative of the engagement.
Approach
How the workflow was designed.
The work centered on building around the advisory team's existing review standards rather than replacing their methodology.
Step 02
Designed source-backed extraction for policies, controls, evidence files, and screenshot-heavy support.
Step 03
Structured outputs around cyber compliance workpaper language rather than generic summaries.
Step 04
Kept the initiative framed as reviewer support in active development, not autonomous client-facing conclusions.
Outputs
What the advisory team could review.
The outcome is framed as reviewer support: source-backed drafts, review queues, and workpaper-ready artifacts.
Outcome themes
The exact client results are confidential, so the public case study focuses on the reusable workflow pattern.
- Reviewer-ready evidence notes
- Control mapping drafts with source references
- Exception and missing-evidence flags
- A pattern for expanding from one workflow into adjacent cyber compliance workstreams
Confidentiality note
This work is described cautiously because the initiative is internal and in active development. Dotnitron’s role is framed around supporting workflow capability, not claiming a public production rollout.
- Compliance Automation
- Cyber Workpapers
- Reviewer Workflow
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