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DATA FABRIC · SOURCE GOVERNANCE

Know what powers every decision.

A transparent view of the approved public-source layer: provider, category, delivery mode, confidence and latest successful retrieval.

SOURCE CATALOG

Approved intelligence inputs

Connecting to the governed API…

—visible sources

Loading the catalog…

GOVERNANCE THAT USERS CAN SEE

Confidence is context, not a promise.

Allowlist first

Only explicitly approved public providers can appear in these endpoints.

Operational freshness

The timestamp reflects a successful system retrieval—not the publication date of every upstream record.

Private by default

Farm, field, user, contact, delivery and record-level intelligence stays authenticated.

Human accountability

Decision support is designed for review; it does not silently replace agronomic or compliance judgment.

Rice field data visualization representing governed sources
Rice field data visualization representing governed sources. CONSAI uses visual context to explain the workflow; the image is not outcome evidence.

DATA GOVERNANCE

Inspect source ownership, freshness, confidence and usage boundaries.

The catalog records source type, geography, refresh rhythm, license limits and confidence context before data enters an intelligence workflow.

Evidence boundaryPublic-safe overview: operational claims require source, owner and review status.
01

Source governance

Understand origin and approved use.

02

Workflow selection

Choose sources appropriate to the task.

03

Audit readiness

Retain retrieval time and source evidence.

TRUST & GOVERNANCE

What this page proves—and what it does not.

CONSAI keeps platform activity, reviewed evidence and verified outcomes as separate states.

  • Sources, freshness and review status stay visible where available.
  • Platform activity is not presented as a verified outcome.
  • Private records remain access-controlled.
  • Human review is required before consequential action.

FREQUENTLY ASKED QUESTIONS

Questions before activation

Does CONSAI own all data?

No. External, public and internal sources are distinguished.

Are licenses shown?

Usage boundaries are recorded without exposing contracts.

Why show freshness?

Reliable data can still be unsuitable when stale.