// Evidence-backed explanation

INSIVIO.

Early MVP

Ask your business a question and get an answer you can trust. INSIVIO brings people closer to verified evidence — and says honestly when the evidence is not there.

For Business users in retail organizations who need explanations without SQL and without hallucinated numbers.
Status Early MVP ready for evidence-coverage validation: guarded conversational access and data-platform contracts are implemented; broader governed evidence coverage is the next milestone.
Family SHEPORD Portfolio

// product · v.2026

SHEPORD Portfolio Pre-revenue · investor review

Problem & who it’s for

“Chat with your data” tools invent numbers. In operations, a confident wrong answer is worse than no answer — trust dies on the first hallucinated KPI.

Offer & core workflow

INSIVIO answers business questions read-only over the governed evidence plane: every answer carries its evidence, and when governed data is missing the system abstains instead of guessing.

What exists now

Read-only explanation layer in early guarded implementation.
Semantic and evidence contracts with RETILYX defined.

Next milestones

Expand governed-evidence coverage across priority decision domains.
Turn unanswered questions into DecidRA monitoring backlog.

Relationship to the portfolio

Directional value exchanges with explicit implementation status, separating current capability from the roadmap.

RETILYX → INSIVIO — governed KPI exports and evidence payloads. Partially implemented
INSIVIO → DecidRA — semantic gaps and user questions as monitoring backlog. Planned

Talk to us about INSIVIO.

Thirty minutes with a founding partner, the investor deck on request, or a specific question by form or email — whichever fits where you are.

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