Verified Case Studies

Real numbers at scale.
Verified outcomes.

These numbers come from running Clarix on a real specialty chemicals manufacturer's actual planning data. Every figure is traceable to an individual decision.

verifiedAhmedabad specialty chemical facility

Case Study: Specialty Chemicals

The Engagement

Deployment of structured governance chains over 524 controlled SKUs. Shifted Ahmedabad facility from speculative forecasting to hard-number planning decisions with full audit trails.

Active Tab Audit Context

Safety Stock Optimization: Re-classified safety configurations against 7 horizons of current demand reality. Released capital locked since ERP go-live with zero service level degradation.

inventory_2524 Controlled SKUsschedule60-Day Pilot
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Capital ReleasedRs 7.70Cr

One-time structural release from safety stock reclassification. (Specialty Chemicals Manufacturer · 524 SKUs · Ahmedabad)

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Misclassified SKUs36

Active SKUs identified and reclassified from Make-to-Stock, eliminating unnecessary inventory buffer.

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WC Released — Feb 2026Rs 5.61Cr

Freed from structural surplus during the initial 30 days of client onboarding. (Specialty Chemicals Manufacturer · 524 SKUs · Ahmedabad)

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WC Released — Mar 2026Rs 8.68Cr

Second consecutive cycle of capital release under active governance. Same client portfolio.

Performance Metric

Decision Accuracy

79%

Percentage of governed SKU planning decisions that produced correct financial outcomes. Measured across 524 SKUs and 7 planning cycles.

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These are not projections. Every number is traceable to an individual decision.

What 79% decision accuracy means

Traditional planning reports forecast accuracy as a percentage error. Clarix reports decision accuracy as the percentage of planning decisions that were financially correct — measured before the decision was executed, not after.

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Forecast Accuracy (%)

Tells you how wrong last month's numbers were. Does not tell you what any decision cost. Does not change what you do next month. Backwards-looking and financially uninformative.

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Decision Accuracy — Clarix

Tells you what percentage of governed decisions produced the correct rupee outcome. Traceable to every SKU, every horizon, every cycle. Improves over time as the system learns.