The Aeterno platform
Turn operational data into evidence‑backed decisions that stand up to audit—with viewpoints for every stakeholder and automation you can trust.
One unified truth
Reconcile fragmented data across teams and tools into a single, governed view.
Decisions for every role
Ops, field, commercial, compliance get tailored viewpoints from the same source of truth.
Safe automation
Start with human approval; promote to Auto only when quality gates are met and jointly agreed.
Audit-ready evidence
Every decision carries provenance, rationale, and supporting evidence with full traceability.
Enterprise challenges we address
Fragmented truth
Data scattered across teams and tools; no single source for decisions.
Role conflict
What's optimal for one function introduces risk elsewhere—unresolved trade‑offs.
Manual limits
Expert adjudication doesn't scale; backlogs grow faster than headcount.
Audit pressure
Decisions must stand up to regulators, customers, boards—without the evidence.
Change velocity
Products, policies, tariffs evolve faster than your processes can adapt.
Consequence
Delayed decisions, higher costs, rework, weak confidence to automate.
Model Asset Platform Architecture
Kernel + Viewpoints Architecture
A shared core ("kernel") of models, data and policies produces decisions. Role‑specific viewpoints present the same truth tailored for engineers, ops, compliance, commercial teams and end‑customers.
Assist → Auto Governance
Start with humans approving every decision. Promote to targeted automation only when precision/recall gates are met and jointly agreed. Full traceability and rollback capability throughout.
Model Assets
Portable digital assets that unify models, data, policy and evidence for real‑world entities. They travel with buildings, equipment and homes—no lock‑in.
Evidence Graph
Every decision carries provenance, rationale and supporting evidence. Approvals and outcomes feed a learning loop to continuously improve accuracy and recommendations.
Enterprise‑Ready Platform
Model‑Grounded Intelligence
Physics and domain models fused with ML for robust, explainable recommendations—not black‑box AI.
Governed by Design
Start in Assist mode with human approval. Promote to Auto only when quality gates and risk bounds are met.
Privacy‑Preserving Learning
Per‑client isolation by default with optional aggregated patterns. No raw data egress, full audit trails.