How EM3 automated draw processing, from report ingestion to review-ready output, and cut cycle time on every draw
Multi-cycle draws processed side-by-side. Complex special splits validated on live data. Specialist review time drops from hours to minutes per cycle.
Estimate
~85%
Estimated cycle-time reduction per draw, with specialist review dropping from hours to minutes
Client sign-off
100%
Special-split calculation accuracy validated on live matter data before deployment
Estimate
N ≫ 1
Multiple parallel draw cycles now processed side-by-side, replacing serial specialist review
Client
EM3 · with Elite Accounting
Industry
Professional Services · Document + Calculation Automation
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Book a working sessionThe Challenge
EM3's draw processing workflow was entirely manual and time-intensive: reviewing pay applications, validating against structured data, and generating compensation reports. The process required pulling draw reports, performing detailed calculations across line items (including complex special splits), and producing output reports ready for review. With multiple draw cycles running in parallel, the manual process created bottlenecks and introduced risk of calculation error at every step.
What Attri Built
An AI-powered draw process platform automating ingestion and processing of draw reports, reducing manual effort and improving accuracy across the full reporting cycle.
- Automated ingestion of draw reports exported directly from the client's platform
- Compensation calculation engine handling standard line items and complex special splits
- Draw comparison and validation: side-by-side review of multiple draw cycles (e.g. 4/01 vs 5/01 draws)
- Structured output report generation aligned with existing review workflows
- Testing and validation pipeline with iterative refinement based on real client draw data
Delivery Approach
Attri partnered directly with Kelli Schott at Elite Accounting to align the system with real-world workflows. Testing used live draw reports from actual matters, with an iterative review process to validate calculation accuracy, particularly for the complex special-split cases, before full deployment.
The Outcome
Manual draw processing replaced with automated ingestion and calculation. The engine handles the same line-item complexity that used to require expert review at every cycle
Multiple parallel draw cycles now processed side-by-side. The review workflow accommodates comparison across cycles (e.g. 4/01 vs 5/01) as a first-class feature
Special-split accuracy validated on real matter data. Kelli and Elite Accounting signed off on live draws before deployment
Structured output reports aligned with existing review workflows, so no re-education for the reviewers
The customer-value payload
EM3 turned a manual, error-prone specialist bottleneck, running draw cycles in serial with hand-calculated special splits, into an automated side-by-side workflow validated on real matter data. Cycle time collapsed from hours to minutes. The specialist stays, but now she reviews instead of reconstructing.
Ready to automate your draw processing
See how Attri can automate your draw processing, compensation calculations, and reporting workflows.