Safety and trust as a product surface.
Codesurance treats assurance as core engineering, not a checklist. Every system we ship comes with the receipts — defensible to regulators, customers, and your own teams.
What goes into an assured system.
Safety policies
Layered guardrails, content controls, red-team baselines, and per-tenant overrides.
Auditability
Full trace of prompts, tools, decisions, and human overrides — queryable and exportable.
Continuous evals
Production telemetry tied to scoring rubrics with regression gates wired into CI.
Data sovereignty
Tenant isolation, regional residency, zero-retention modes, and customer-managed keys.
Drift & degradation
Bias, drift, and quality monitors with alerting and rollback playbooks.
Sector frameworks
Pre-mapped to HIPAA, SOC 2, EU AI Act, FCA, NHS DSPT, and similar regimes.
How assurance enters a project.
01
Risk mapping
Per use case, against sector-specific frameworks and your internal posture.
02
Engineering primitives
Eval harness, audit log, safety layer, and rollout controls baked into the build.
03
Operating cadence
Regular review, drift checks, and a documented response playbook for incidents.
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