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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 across finance, private markets, healthcare, agri-food, manufacturing, and enterprise systems. 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.

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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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Specialist AI builder, across the board

One builder, across the board.

We take your AI from strategy to outcome, with governance, audit, and evals built into every build. Start with a discovery call, or a quick audit.