Case Studies
The outcome, the mechanism, and the evidence behind it.
Engagements across finance, private markets, healthcare, agri-food, manufacturing, and enterprise systems. Each opens a full record with the outcome, the mechanism, and the evidence kept attached.
Case studies
Every record keeps the result, the mechanism, and the evidence attached.
Nine engagements, finance first, across six sectors. Each card opens the full record, not a logo on a wall.
CIO, PE-backed regulated finance platform
The first unified count of AI the board had seen.
75 shadow AI cases found, 20 unauthorized MCP paths exposed, 12 sanctioned tools moved into cadence. Illustrative of a PE-portfolio read, not one customer.
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CTO, AI-native finance SaaS shipping FP&A AI into finance customers
The FP&A agent customers could trust.
~60%->95% stated FP&A accuracy (~90% measured; not an audited fact), 144% NRR, 20% fewer false positives, 90+ regression scenarios, and rollout to 100+ customers.
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Operating executive, US commercial real estate
AI valuations the operator could defend to the board.
$20M modeled 10-year NOI/NPV uplift, six fragmented sources unified, every dollar traceable to a predicted valuation.
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A US healthcare revenue-cycle (RCM) operation
Evidence-Linked Medical Coding Coders Can Trust
A production coder workspace plus an explainable, human-gated AI coding assist where every suggested code traces back to the chart.
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A multi-entity global agri-food group
Turning Trapped ERP Data Into Daily Decisions
A governed data layer and production BI that gave a multi-country agri-food group its first single, trustworthy view of farming and plant operations, without touching the live ERP.
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An industrial glass-container manufacturer
From Manual Sheets To Shift-Level Plant Decisions
A full ingestion-to-dashboard stack that moved a glass plant off manual spreadsheets toward shift-level efficiency decisioning, including an engine that cleans the plant’s own messy data.
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An enterprise financial-services analysis function
Raw P&Ls To Senior-Approved Analysis, Eval-Checked
An agentic financial-analysis harness that takes raw P&Ls to senior-approved analysis, with an eval trust-layer and an adversarial reviewer enforcing accuracy, PII-safety and authorization on every run.
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A multi-company family office / private-markets group
One Trusted View Across A Multi-Company Portfolio
Embedded as a cross-portfolio AI delivery partner, shipping per-company financial apps today while building governed, conversational reporting across the whole holding.
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An enterprise SAP estate facing the ECC end-of-support deadline
Proving Nothing Regressed In An ERP Migration
A reference design for software-led ECC to S/4HANA ABAP transformation that proves equivalence by replaying real production data, so you can migrate the highest-variance code line and prove nothing regressed.
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