Open Environmental Sensing and Inference SystemParcel-first sensing and situational intelligence

Program

Roadmap

The full program has long-range scope. Read phases as a now / next / later story: Active and Next describe what the initiative is emphasizing now and immediately after; Planned phases are direction — not a claim that later-stage capabilities are already operational. For the problem and evidence model in plain language, see Why it matters and How it works.

Active development spans v0.1 through v0.5: from the reference pipeline (one indoor node, full ingest-to-view path) through outdoor sensing, flood coverage, trust scoring with node registry, and governance enforcement. Three hazard tracks — smoke, heat, flood — produce derived statuses for shelter and asset risk. A later capability stage (v1.5) bridges from measurement to intervention so the system does not dead-end as a sensor dashboard.

Expectations belong on a patient timeline: the most consequential value — trusted parcel-scale practice, neighborhood adoption, and verified loops in the field — will most likely compound over many years, not inside a single phase label.

Program scope

Open Environmental Sensing and Inference System (OESIS) is a parcel-first environmental sensing and inference program. It combines sensing, parcel inference, governance, neighborhood intelligence, and pilot deployment while keeping parcel-linked data private by default. Long term, it aims to support predictive software for local climate-related conditions and hazards using local observations, parcel context, public data, and optional neighborhood evidence. The parcel remains the anchor for decisions as the program grows. Outputs are meant to complement official alerts and emergency authorities, not replace them.

  • Modular hardware and software that scale from one parcel to networks
  • Explicit governance: private by default, shared by choice
  • Long-term path from field pilots to broader shared intelligence

Current build scope

The current reference slice is narrow: one parcel, one bench-air lineage, one parcel context, one ingest path, one inference path, and one parcel view. The next planned step is a two-node indoor and sheltered-outdoor kit built from bench-air plus mast-lite. In parallel, the team is focused on the first field pilot, monitoring, documentation, and partnerships.

  • v0.1 reference path from bench-air ingest to a parcel view
  • Single-structure and small-site parcel awareness with explicit uncertainty
  • Partnerships and docs that make deployment repeatable

Ten phases

Phased roadmap

For narrative context on why these phases exist, see Program. Engineering-style version labels and intermediate capabilities remain documented there for implementers.

  1. Reference pipeline (v0.1)

    Active

    Prove the full pipeline end to end: one parcel, one bench-air node, one ingest path, one parcel-facing output with evidence modes and reasons.

    Main deliverables

    • Bench-air indoor node through ingest to parcel view
    • Three hazard tracks: smoke, heat, flood — plus derived shelter and asset-risk statuses
    • Evidence modes (local_only, local_plus_public, insufficient) with plain-language reasons
    • Contrastive explanations showing fused result vs public-only baseline

  2. Indoor + outdoor sensing (v0.2)

    Active

    Add mast-lite outdoor node alongside bench-air, proving two-node operation at one parcel.

    Main deliverables

    • Mast-lite sheltered outdoor node build and ingest path
    • Two-node parcel operation (indoor + outdoor)
    • Combined evidence from both lineages in parcel view

  3. Flood-capable runtime (v0.3)

    Active

    Add flood-node as a third sensor lineage, proving multi-hazard parcel awareness.

    Main deliverables

    • Flood-node hardware and ingest path
    • Three-node parcel operation covering smoke, heat, and flood
    • Hazard-specific evidence composition

  4. Trust scoring & node registry (v0.4)

    Active

    Bind multiple nodes to one parcel through a registry and score evidence quality with trust gates.

    Main deliverables

    • Node registry binding sensors to parcels
    • Trust gates: freshness, confidence, and cross-source disagreement checks
    • Trust-scored parcel state output

  5. Governance enforcement (v0.5)

    Active

    Implement consent, revocation, retention cleanup, and export — proving governance is operational, not just documented.

    Main deliverables

    • Consent and revocation enforcement in the runtime
    • Retention cleanup with named owners and schedule
    • Rights processing and export bundles
    • Sharing enabled only with matching policy

  6. Interior response & verification

    Planned

    Bridge from measurement to intervention: relate outdoor hazards to indoor conditions with bounded verification — not assumed success.

    Main deliverables

    • Interior / critical-room awareness in the model
    • Action log with bounded recommendation tracking
    • Did-it-help style verification and outcome surfaces

  7. Block-scale sparse inference

    Planned

    Introduce shared signals derived from parcel-first evidence across nearby parcels.

    Main deliverables

    • Sparse shared inference with uneven adoption
    • Route, drainage, and edge dependency modeling
    • Policy-gated shared outputs

  8. Neighborhood coordination layer

    Planned

    Make neighborhood-scale coordination a first-class product concern.

    Main deliverables

    • Shared neighborhood priors and context
    • Operational neighborhood layer distinct from block-only views
    • Clear upgrade path from parcel to network semantics

  9. Federation & interoperability

    Planned

    Let independent local systems exchange coarse signals and policies without collapsing ownership.

    Main deliverables

    • Federation patterns and governance boundaries
    • Interoperability for status layers across communities
    • Technical contracts for cross-system exchange

  10. City-scale federation

    Planned

    Connect larger areas while preserving local control and parcel-first rules.

    Main deliverables

    • City-scale coordination narratives and limits
    • Long-horizon governance and trust models
    • Optional links to civic and institutional partners
Top