Products built for regulated product engineering and AI enablement
EsperLife develops products that help regulated organizations improve planning, building, validation, security, release, and monitoring without losing control of compliance or delivery discipline.
Pi Relay
An fnFM-driven release and recall platform that combines design review, validation evidence, human-in-the-loop oversight, REMS signal interpretation, PiCart-powered anomaly detection, and automated documentation to support safer and explainable product releases and post-market actions in regulated environments.
Pi Assure
An fnFM-powered compliance automation engine that converts product code commits, test evidence, deviations, and SOP logic into audit-ready validation packages, traceability records, investigation narratives, and compliance gap analysis while improving consistency and inspection readiness.
Pi Fortis
A regulated DevSecOps platform built on fnFM intelligence that provides pre-validated architecture templates, automated infrastructure validation, continuous compliance monitoring, audit logging, and dynamic risk scoring by combining technical telemetry with domain rules and control expectations.
Pi Lattice
An fnFM-enabled software lifecycle toolkit that connects requirements, user stories, architecture, code, tests, validation assets, and release artifacts into one traceable system. It uses AI to groom backlogs, generate tests, detect drift, automate reviews, and maintain real-time end-to-end traceability.
30-50% lower compliance documentation effort
Meaningful breach-cost avoidance potential
Lower change failure and rework risk
20-45% higher software engineering productivity
80-90% less regression test execution time in mature automation scenarios
Stronger regulatory readiness and audit defensibility
Faster incident investigation and better security evidence