CedrumArtificial Intelligence Engineering
AI systems engineered for environments where being wrong is not an option.
Cedrum is an AI engineering firm. We build and validate artificial intelligence systems for regulated, high-stakes operations — where an unproven model is a liability, not an efficiency.
The Premise
Most problems described as “AI problems” are, on inspection, data-quality and process-definition problems first.
We test that premise before recommending anyone build or deploy. Engineering judgment governs scope and interpretation; AI accelerates the work. The result is a system grounded in evidence — one that holds up under the scrutiny a regulated client demands.
Capabilities
Data & Process Engineering
Before a model is built, the data and the workflow that feeds it are audited, instrumented, and made trustworthy. Most failures trace back here.
Model Development & Validation
Systems are built against defined acceptance criteria and validated with evidence — not demos. Every claim is traceable to a test.
Governance & Deployment
Models ship with the monitoring, controls, and documentation that regulated environments require to put them into production safely.
Who We Build For
Organizations in regulated or high-stakes sectors — where a model’s output carries real consequences, and “it works in the demo” is not a standard of proof.