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About Zeo

Mission

Zeo is an evidence-mapping workspace for decisions made under uncertainty. Unlike traditional decision tools that optimize for certainty, Zeo makes uncertainty a first-class citizen — tracking confidence ranges, assumptions, and the sensitivity of conclusions to new evidence.

Core Principles

Epistemic Honesty

Never convert uncertainty into false precision. Facts, beliefs, and assumptions are clearly distinguished.

Provenance-First

Every extracted fact carries its source, timestamp, and confidence. Without provenance, claims are marked as assumptions or beliefs.

Robustness Over Recommendation

Prefer outputs that are robust across assumptions rather than a single "best choice." Sensitivity analysis shows what would change the answer.

Outcome envelope showing robust central path between worst-case and best-case bounds
Minimax regret envelope — the robust path stays inside plausible bounds.

Privacy-First Defaults

Edge-first processing when feasible. Raw data is minimized; extracted artifacts and provenance are stored instead.

What Zeo Includes

  • Decision Branching Engine: Explore decision trees with sensitivity analysis and flip thresholds.
  • Evidence Ingestion: Structured adapters for OCR, audio, and computer vision inputs.
  • Uncertainty Ledger: Track confidence ranges and how they evolve with new evidence.
  • Epistemic Translator: Convert between different reasoning frameworks and vocabularies.
  • Governance Dashboards: OSS governance, KPI monitoring, and audit trails.
Audit packet builder showing signed evidence bundles with provenance metadata
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