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Selected project · 2023

From Audit Backlog to Faster Partner Decisions.

AI-assisted checks and workflow automation redesigned how partner marketing fund claims moved through review.

Marketing operations

Conceptual project banner for From Audit Backlog to Faster Partner Decisions.
AI-generated conceptual banner
10 → 2 weeksaudit cycle
85%less manual review
8 weeksimplementation

The challenge

Hundreds of partner fund requests required invoice validation, asset checks, policy verification and budget reconciliation. Inconsistent documentation and manual handoffs created delays and limited visibility into audit status.

The approach

The audit process was mapped with the people doing the work, separating repetitive validation from decisions that required professional judgment.

Automated intake, AI-assisted content verification and rule-based compliance checks surfaced exceptions for review. Dashboards made audit progress visible, while approval workflows connected the process with internal collaboration tools.

The operating principle was to help auditors concentrate on flagged submissions and exceptions, using automation to organize evidence and accelerate review.

  1. 01Receive evidence
  2. 02Check requirements
  3. 03Flag exceptions
  4. 04Review and approve

The outcome

The published case reports the audit cycle falling from ten weeks to two, alongside an 85% reduction in manual review. The cycle-time change is equivalent to an 80% reduction; it is a different measure from the manual-review figure.

Audit cycle time: Before 10 weeks, After 2 weeks
Cycle duration reported in the source case study; 80% shorter, calculated from 10 to 2 weeks.
Original portfolio artwork for From Audit Backlog to Faster Partner Decisions.
Original project portfolio artwork
PROJECT CONTEXT

8 Weeks

Microsoft Power Automate, Microsoft Excel, OpenAI, Microsoft Teams

Source & measurement notes

Rewritten from the original Scale With Khaled project ↗. Figures are reported in that portfolio and have not been independently audited. Comparison periods and measurement limits are preserved where provided.

Banner: AI-generated conceptual artwork. Any original portfolio imagery shown below remains attributed to its source.

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