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Enterprise·February 2026

Turning Complexity into Control: BRD & GIF Automation

Document AI and workflow orchestration that reduced BRD/GIF cycle times by an order of magnitude.

10×
Faster BRD/GIF cycles
100%
Completeness at source
Turning Complexity into Control: BRD & GIF Automation
Challenge

The problem

BRD and GIF document workflows were taking weeks across multiple teams — with no consistency in formatting, completeness, or downstream usability.

Approach

How we engineered it

  • 1Engineered a Nimbledox.AI-led IDP pipeline for extraction and validation
  • 2Stood up a workflow orchestration layer with reviewer queues and SLA monitoring
  • 3Embedded validation rules so completeness was enforced at the source, not after
  • 4Connected the validated artifacts directly to downstream engineering and product teams
Outcomes

What shipped

Measured outcomes from the program — not promises.

10×
Faster BRD/GIF cycles
100%
Completeness at source
Technology

What we built it on

Nimbledox.AIWorkflow orchestrationSalesforce
Full Case Study

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