TECHNOLOGY

An intelligence architecture for the physical world of materials.

Ecohero observes what happens on the plant floor, turns materials into data, reasons over industrial context and activates the next step. Every outcome returns to the system and improves what Davin understands.

From physical event to intelligent outcome.

ARCHITECTURE

  1. L01PHYSICAL INTELLIGENCEObserve
  2. L02MATERIAL INTELLIGENCEUnderstand
  3. L03AGENTIC INTELLIGENCEDecide
  4. L04EXECUTIONAct
  5. L05OUTCOME LEARNINGLearn

MARKET INTELLIGENCEMarket context that informs every layer. It is not another stage in the sequence.

WHAT WE'RE BUILDING

  1. 01PHYSICAL INTELLIGENCETECHNOLOGY NOTE · V01 · OCTOBER 2026Giving industrial materials a digital identity at the source.How Ecohero Node connects physical plant events with Davin’s intelligence.
  2. 02VISUAL INTELLIGENCETECHNOLOGY NOTE · V01 · OCTOBER 2026From a single image to material intelligence.How a visual observation can become the first structured context of a stream.
  3. 03MATERIAL INTELLIGENCETECHNOLOGY NOTE · V01 · OCTOBER 2026Building an intelligence graph for industrial materials.Materials, processes, specifications, markets and outcomes connected as knowledge.
  4. 04PREDICTIVE INTELLIGENCETECHNOLOGY NOTE · V01 · OCTOBER 2026Can we understand waste before it becomes waste?Patterns, anomalies and historical context to investigate where material is being lost.
  5. 05AGENTIC INTELLIGENCETECHNOLOGY NOTE · V01 · OCTOBER 2026Building an AI operator for industrial materials.Davin connects context, reasoning, tools and actions within a single workflow.
  6. 06MARKET INTELLIGENCETECHNOLOGY NOTE · V01 · OCTOBER 2026Making fragmented secondary-material markets legible.Prices, demand, specifications and capacity turned into context to decide.
  7. 07TRACE MATCHTECHNOLOGY NOTE · V01 · OCTOBER 2026Matching materials by specification, not just category.Compatibility between material, process, volume, location, requirements and market.
  8. 08MATERIAL SPECIFICATIONTECHNOLOGY NOTE · V01 · OCTOBER 2026Turning waste into a material the market can evaluate.From an ambiguous description to a structured, verifiable specification.
  9. 09TRACEABILITYTECHNOLOGY NOTE · V01 · OCTOBER 2026From origin to outcome: knowing what happened to every material.Movement, process, transformation, evidence and outcome connected in a single story.
  10. 10OUTCOME LEARNINGTECHNOLOGY NOTE · V01 · OCTOBER 2026Teaching Davin from what happened next.Every acceptance, rejection, price and transformation can become knowledge.

Technology that learns from the physical world.

Every material observed, every decision made and every outcome verified can expand what Ecohero understands about how materials move, get lost and get recovered.

We're building that intelligence layer by layer.