Claude in production. In the field. In the plant.
Case studies document what we actually built, how it integrated, and what it changed. They publish as engagements complete and clients give us permission to tell the story — not before. The first one is live.
Published
Kaysee. A Cortland-built reliability platform, in production.
Our first published case study is the one we’ve been running longest. Kaysee is a multi-agent reliability and maintenance intelligence platform — scoped, built, and operated by Cortland — that sits on top of the CMMS, historian, and fleet data industrial operators already own. The case study walks through the cognitive architecture, the model orchestration, the integration surface, and the operator outcomes.
Reliability & maintenance intelligence
Kaysee — Claude-native reliability, delivered end to end.
Cortland designed the Recall – Think – Act cognitive framework, orchestrated Claude alongside complementary frontier models, wired Kaysee into the CMMS and historian systems our clients run, and ships it into production weekly. Operators see less unplanned downtime and fewer hours buried in FMEAs and RCAs.
Architecture
Recall · Think · Act cognitive framework
Orchestration
Claude anchors reasoning; complementary models routed by task
Integrations
CMMS, historians, fleet telematics, document repositories
Outcome signal
Unplanned downtime down · FMEA and RCA hours down
Upcoming in 2026
More case studies land as engagements close.
Each case study covers the operational problem, the Claude architecture we built, the client systems we integrated, and the measurable change. If you want to see the work before it’s public, ask — we’ll walk you through it under NDA.
Q2 2026
Innovation hub enablement
Standing up a Claude-native operating stack inside a Houston startup hub — from intake to portfolio reporting.
Energy · Real estateQ3 2026
Oil & gas — Kaysee in the field
A specific operator deployment of Kaysee into upstream oil & gas operations, with measurable reliability and inspection outcomes.
Oil & gas · ReliabilityQ4 2026
Compliance & audit automation
Regulatory document review and audit preparation automated with Claude across long-form records and structured data.
Professional services · ComplianceOperator-grade, not marketing copy.
Cortland case studies are written for the people who have to evaluate whether the approach would work inside their own plant, pipeline, portfolio, or practice. That means specifics — not slogans.
The operational problem
Named, scoped, and grounded in the client’s actual workflow — not an abstraction.
The Claude architecture
Which models, which tools, which agents, and where humans stay in the loop.
The system integrations
CMMS, historians, ERP, SCADA, document repositories — wired via MCP.
The measurable change
Cycle time, error rate, cost, coverage — whatever the client chose to track.
What we’d do differently
An honest retrospective. Every engagement teaches us something.
Want to be the next one?
Cortland takes on a small number of Walk, Run, and Sprint engagements each quarter. If you have a production problem Claude should be solving, let’s scope it.