Multifamily / lifecycle / variance intelligence

Asset Management Engine

A longitudinal asset-management system designed to connect evidence, operating state, plan/actual variance, intervention and later outcomes without flattening the asset into a snapshot.

ADVANCED PRODUCTIZATION / OCI PUBLISHED / SIGNING-VERIFY LADDER ACTIVE
01 / PROBLEM

A property is not one row, one month, or one variance.

Asset decisions unfold across acquisition assumptions, capital work, leasing, operations, market movement, ownership direction and later outcomes. The difficult part is preserving that lifecycle while keeping sources, derived facts and causal claims distinct.

What the system does

AME models the asset as an evolving operating system: property identity, evidence, lifecycle state, actual-versus-plan observations, claim permission and later feedback are separate but connected.

The productization program includes API/auth, database isolation, browser behavior, accessibility, container/security validation, Azure runtime/IaC work, exact OCI publication and a separately gated Artifact Signing / verification path.

02 / CURRENT EVIDENCE

What has actually been demonstrated.

Each item below is deliberately narrower than a product-readiness or superiority claim.

Production browser path

Firefox + WebKit PASS

Stage-B closed its remaining production-path browser gap through the normal authenticated API route, with zero Axe findings in the tested flows, visible focus, query isolation and a negative synthetic-header control.

BROWSER / ACCESSIBILITY / AUTH PATH
Infrastructure repair

3 / 3 targeted tests + Bicep build/lint

Stage-C identified two deployability/IaC defects before deployment and later carried a bounded source repair through targeted regression and Bicep validation.

IAC / NEGATIVE FINDING / BOUNDED REPAIR
Broader validation history

Full productization snapshot

A prior validation snapshot recorded unit/pytest suites, full statement/branch coverage for the then-current source body, type/lint/security checks, reproducible Docker output, non-root/network-disabled runtime, Trivy gates and an SBOM.

TEST / STATIC / CONTAINER / SBOM
OCI publication

API + web images bound to exact ACR digests

The current API and web image indexes were published to Azure Container Registry and independently read back at their expected immutable digests. That closes publication identity without claiming deployment.

ACR / IMMUTABLE DIGEST / INDEPENDENT READBACK
Artifact integrity

Private-trust Notation path active

An active private-trust Artifact Signing profile, Notation CLI and Azure Artifact Signing plug-in are now in the Stage-C path. The supplied receipt stops before a completed image signature and independent verification, so those states remain explicitly open.

ARTIFACT SIGNING / NOTATION / SIGN ≠ VERIFY
03 / CLAIM CEILING

What this page does not claim.

It does not claim a live production SaaS, real-asset backtest performance, causal NOI lift, procurement/legal automation, production SLA, certification, or a completed external design-partner pilot.

Current development

Stage C is closing deployable runtime/IaC boundaries before load, soak and resilience testing. External pilots, live data/vendor integrations and real permissioned asset backtests remain later evidence classes rather than assumptions.

Kingan Logic systems

Evidence first.
Then movement.