Removing the operational chaos to deliver accurately and consistently

A North American B2B distributor had endured seven years and multiple failed ERP implementation attempts. Forecasts were unreliable, velocity metrics misled leadership, blockers surfaced too late, and critical decisions were made in the dark. Integratz transformed the execution model without replacing the ERP platform or tools, replacing hope-based planning with evidence-based Monte Carlo forecasting and real-time visibility.

The Challenge

The A North American B2B distributor attempted ERP implementation multiple times over seven years. Delivery commitments were repeatedly missed, and leadership had lost trust in project forecasts. Story pointing and sprint velocity showed activity but had no correlation to actual delivery timelines. Work slipped from sprint to sprint due to competing priorities. Executives were forced into go/no-go decisions based on unreliable inputs. Business, PMO, and product teams operated in silos. Status updates were verbal and inconsistent. Blockers surfaced late, when remediation was expensive or impossible. The ERP platform remained consistent across attempts. The breakdown was operational, not technical.

The organization did not lack effort or talent. It lacked structured coordination, real-time visibility, and forecasting grounded in observable delivery behavior.

The Impact

Integratz rebuilt the ERP delivery system around evidence-based forecasting, real-time visibility, and structured accountability without replacing the existing platform or tools.

The results were transformative:

• The 8th ERP attempt succeeded where the previous seven had failed, with the pilot delivered on time.

• All 7 subsequent ERP waves were delivered on schedule.

• 0 critical production defects at go-live for all waves.

• 90%+ of features delivered within Monte Carlo forecasted date ranges.

• 100% of ERP Epics reported structured weekly written updates with documented blockers, ownership, risks, progress, and revised forecasts.

• 25% reduction in weekly status meeting time and complete elimination of manual all-hands reporting, replaced with real-time dashboards across blockers, risks, and at-risk work.

Risk was no longer hidden behind optimism. It was quantified, surfaced early, and managed proactively. Leadership moved from reactive crisis management and hopeful timelines to confidence-based decision making. ERP execution became transparent, predictable, and controlled.

How Integratz Delivered (Approach)

Integratz treated ERP execution as a system problem and rebuilt it around evidence-based practices:

• Implemented mandatory weekly written Epic-level status reporting
• Required documented blockers, ownership, risks, progress, and revised forecasts
• Introduced early escalation protocols for critical issues
• Extracted historical cycle-time data directly from Jira
• Replaced story-point estimation with actual delivery duration
• Implemented Monte Carlo forecasting using historical cycle-time distributions
• Generated percentile-based confidence ranges (50th, 85th, 95th)
• Established the 85th percentile as commitment-level confidence
• Continuously refreshed forecasts as new data accumulated
• Shifted leadership conversations from certainty claims to probability-based decisions
• Deployed real-time dashboards across Confluence, Jira, and Power BI
• Established structured cross-functional forums for alignment
• Embedded oversight to ensure reporting discipline and risk transparency

Outcome

By grounding ERP forecasting and coordination in real delivery data, the organization transformed how commitments were made. Leadership moved from hopeful timelines to confidence-based decision making, and ERP execution became transparent, predictable, and controlled.