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BurnHancer

Transparency

Technology and Product Transparency

BurnHancer's current showcase separates observation, experimental interpretation, simulation, and future industrial integration.

Capability status legend

  • Working Prototype
  • Integrated Existing Capability
  • Curated Demo Output
  • Experimental AI POC
  • Simulated Preview
  • AI-Assisted Draft
  • In Development
  • Future Roadmap
  • Requires Validation

Lineage

Historical prototype lineage

Historical BurnHancer documents describe flame detection, image/video processing, colour-analysis experiments, neural-network methods, and a Streamlit demonstration.

Historical BurnHancer documents describe flame detection, image/video processing, colour-analysis experiments, neural-network methods, and a Streamlit demonstration. These materials describe prototype activity and do not establish the current production implementation.

Integrated Existing CapabilityRequires Validation

Sources: [S02] [S04-A] [S04-F] [S04-I]

Architecture

Current showcase and future architecture

The current flow is local and curated. The future flow is roadmap scope and requires validation at every stage.

Current showcase architecture

  1. Approved sample or local media

  2. Local media preview

  3. Precomputed / curated visual output

  4. Experimental interpretation card

  5. Simulated process context

  6. Human technical review

  7. Session / report preview

Future architecture

  1. Camera and plant data

    Future RoadmapRequires Validation

  2. Validated model and sensor-fusion layer

    Future RoadmapRequires Validation

  3. Human-reviewed decision support

    Future RoadmapRequires Validation

  4. Approved industrial integration

    Future RoadmapRequires Validation

Data status

Dataset and benchmark reconciliation

Current dataset inventory, provenance, active model version, and benchmark ledger require reconciliation before quantitative performance claims can be published.

Sources: [S02] [S04-J] [S04-K]

Human review

Human technical review is required

Showcase outputs are informational and require qualified human review. They are not operating instructions or equipment-control recommendations.

Sources: [S01-A] [S07-D]

Boundary

Security and privacy boundary

This frontend showcase does not connect to a production database or plant system. Production security, access control, data retention, privacy, and deployment architecture require separate technical definition.

Sources: [S01-A] [S09-B]

Roadmap

Observe, validate, integrate

The second and third stages are roadmap and require data, modeling, validation, and separate technical scope.

  1. Stage 1

    Observe

    Structured review of flame media, curated visual output, labelled process context, notes, comparison, and reporting.

    In Development

  2. Stage 2

    Validate and Estimate

    Dataset governance, reference measurement, model versioning, and a documented benchmark protocol precede any published estimate.

    Future RoadmapRequires Validation

  3. Stage 3

    Integrate and Optimize

    Plant integration scope, operating constraints, safety review, and human authority require separate technical definition.

    Future RoadmapRequires Validation

See the transparency model in the product.

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