Skip to content
Codesurance
Case studies

Outcomes, not demos.

A selection of recent Codesurance engagements. Every project is structured around shippable artifacts and measurable business outcomes.

Healthcare·European hospital network

Clinical co-pilot for a multi-hospital network

Clinicians were spending 40% of shift time on documentation, with significant variance in quality across sites.

Approach

  • · Use-case discovery sprint across four hospital boards
  • · Reference architecture for ambient capture + structured note generation
  • · Eval harness with clinician-graded golden set
  • · Phased rollout with audit + feedback instrumentation

Outcomes

38%

reduction in documentation time

1,200

clinicians onboarded

4.7 / 5

clinician satisfaction

Finance·Tier-1 European bank

Audit-grade agent for regulatory reporting

Quarterly regulatory reporting required six weeks of analyst effort, with high audit-rework risk.

Approach

  • · Workflow decomposition and tool-use schema design
  • · Retrieval over policy + precedent corpus
  • · Reviewer interface with full provenance per claim
  • · Continuous evaluation tied to internal audit rubrics

Outcomes

6 → 9

weeks to days for prep

0

audit findings post-launch

11

jurisdictions live

Green Economy·Renewable infrastructure operator

Forecasting agents for grid-scale storage

Battery dispatch was based on day-ahead heuristics, leaving margin on the table during volatile pricing windows.

Approach

  • · Time-series + market-signal ingestion pipeline
  • · Forecasting agent with fallback to deterministic model
  • · Operator interface with explainable dispatch recommendations
  • · Backtesting harness for ongoing model refresh

Outcomes

+11%

dispatch margin

18

sites in production

24/7

operator coverage

Public Sector

Caseworker copilot with full audit trail

Caseworkers managed 200+ active matters with inconsistent triage and review quality.

2.4×

matters processed per FTE

100%

decisions auditable

Education

Adaptive tutoring agent for STEM modules

Foundation-year STEM courses had high drop-off rates concentrated in the first six weeks.

−27%

drop-off in pilot cohort

4.6 / 5

student usefulness rating

Want a deeper walkthrough of any engagement? Book a session →

Ready to move from AI experimentation to execution?

Start with a structured discovery sprint tailored to your industry, operating model, and growth priorities.

Book a Strategy Session