Case study·3 mins

Reducing Project Timelines from 8 Years to 2 with AI-Powered Engineering

Scrums.com Client
Company
Scrums.com Client
Read time
3 mins
Published
Sep 19, 2025
Scrums.com Client case study

Overview

A client facing an 8-year ERP build partnered with Scrums.com. Through AI-powered engineering, the project was delivered in just 2 years; saving cost, accelerating delivery, and redefining what’s possible in ERP modernization.

The Challenge: ERP at a Dead End

The client’s options seemed bleak:

  • SAP/Oracle migration: multi-million-dollar licensing + support fees
  • Custom build: estimated 8 years using traditional methods

Complicating matters:

  • Legacy code written in a non-English language
  • Manual discovery + documentation bottlenecks
  • Mounting business risk from delayed value

The Solution: AI-Driven Software Engineering

Scrums.com re-engineered the SDLC using SEOP + AI Agent Gateway:

1. Discovery & Documentation Automation

  • Manual: 5–6 hrs/module
  • With AI: 1 hr across 10 modules
  • Generated ERDs, SRS docs, Jira tickets instantly

2. AI-Accelerated Code Generation

  • 90% of boilerplate + business logic handled by AI
  • Engineers focused on refining the critical 10%

3. Streamlined Workflows & Onboarding

  • Faster ticket readiness
  • AI-generated docs enabled rapid ramp-up for new engineers

4. Continuous Velocity Tracking

  • Sprint velocity significantly improved
  • Leadership visibility into progress increased stakeholder confidence

Results: A Collapsed Timeline

Metric Before After
Project Timeline 8 years 2 years
Discovery/Documentation 5–6 hrs/module 1 hr/10 modules
Modules Delivered 48 56 (same timeframe)
Stakeholder Adoption Low Skyrocketed

Strategic Outcomes

  • Faster ROI realization: Business value delivered 6 years earlier
  • Cost avoided: No reliance on expensive vendor ERPs
  • Cultural shift: Teams focused on innovation, not grunt work
  • Sustainability: Established a repeatable, AI-accelerated operating model

Conclusion

This project wasn’t just faster, it redefined the art of the possible. AI-powered engineering cut an 8-year journey into 2, proving a new model for ERP delivery.

👉 Facing ERP drag?

Book a discovery call with Scrums.com and learn how to collapse your timelines from decades to years.

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