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Roadmap

What exists now, what comes next, and what's deliberately out of scope.

Product roadmap

What you can use now, and what needs a real integration

Every delivered item opens its working surface. Future integrations describe direction, without promising a delivery date. Experience revision 2026-10-05.

Available in this version

Seven-stage lifecycle and handoffs →

Frame an initiative, inspect data and build evidence, govern a release and revisit realized value.

Industry scenarios and provenance →

Explore firsthand and studied scenarios, with source context and direct links to each instrument.

Capital allocation and comparison →

Edit a portfolio, constrain the budget and compare funding and recommendation changes against a pinned baseline.

ROI and sensitivity →

Inspect a discounted cash-flow bridge, exact assumptions and the driver that changes the funding case.

Adoption intervention planning →

Separate current scores from a controlled projection of the steps toward a readiness gate.

Staffing and mobilization models →

Choose a resolution per skill gap and inspect the modeled cost and delivery consequence.

Vendor evaluation →

Change decision weights and inspect vendor fit, concentration, renewal and exit exposure.

Governance evidence and exports →

Inspect the modeled evidence loop, findings, controls and governance decisions.

EvalBench →

Pressure-test a routing threshold against quality and cost using an authored evaluation dataset.

Guided journeys →

Follow a program through related instruments while keeping the narrative and next decision visible.

Future integrations

External retrieval adapters

Connect production vector stores and measure retrieval on an independently maintained evaluation set.

Durable history across devices

Add authenticated storage, versioning and permissions beyond browser-local scenarios and exported files.

Production telemetry and evidence

Connect monitoring, evaluation stores, model registries and approved enterprise tools.

Realized benefits tracking

Reconcile modeled ROI with finance-approved quarterly outcomes and attributable adoption evidence.

Portfolio boundaries

Confidential client data, cloud provisioning, full model training frameworks and enterprise authentication remain outside this demonstration. Existing scenarios, exports, simulated governance controls and local calculations work without those integrations.

Inspect architecture and handoff contracts

Simulation boundary

This portfolio demo uses deterministic, client side engines and sample data to show enterprise AI delivery mechanics without confidential data or cloud infrastructure. Some signals, including production telemetry and incident and regression history, are modeled. The architecture is built around handoff contracts so real integrations can replace modeled signals later.

Implemented / deterministic

  • ●Lifecycle state & handoff contracts
  • ●Strategy scoring & build path recommendation
  • ●Data readiness derivation
  • ●RAG lab logic (chunking, retrieval, evidence, eval views)
  • ●Operate evidence engine (readiness, lineage, monitoring, regression, incidents)
  • ●Governance decision engine
  • ●Realize ROI engine (leakage, risk discount, payback, NPV)

Modeled / simulated

  • ○Production telemetry
  • ○Real incident history
  • ○Observability-tool integrations
  • ○Real vector database / ANN retrieval
  • ○Real user-feedback stream
  • ○Enterprise data connectors
  • ○Eval run-over-run history