DECISION INTELLIGENCE
Try the workflow ↗Sometimes the right next step is not an intervention.
Choose when to learn, experiment, revisit, act within approved evidence, or escalate. The five outcomes stay separate.
OPEN, MODULAR, EVIDENCE-GOVERNED
Decisions that grow
Decisions that grow
with the living world.
Regenerative agriculture needs more than a prediction. It needs to ask what we know, what we don’t, what matters to the grower, and what should happen next.
✳ One changing system. Many possible pathways.
01
5Distinct next-step pathways
Action, measure, experiment, wait, or abstain02
12Mapped capability functions
Interfaces mapped; many modules not built03
∞Extensible crop context
Vineyard-first, not vineyard-onlyBUILT TO EVOLVE
Explore the architecture ↗Start with vineyards. Design for every crop.
Soils, crops, climate, evidence and methods change. The contracts remain visible while research modules can be added or withdrawn.
This is an interactive research prototype, not a farming advisory service.
All demonstration cases and outcomes are fictional. No real farm datasets, field models, environmental outcomes or legal permissions are validated or connected. Nothing entered here is sent to a server. Farmers and qualified advisers retain all decisions.
RDE / DECISION WORKBENCH
SYNTHETIC EPISODES ONLYWork through a decision.
Try a fictional decision episode, explore evidence states, and see which procedural pathway applies.
01
Choose a demonstration
Each case is illustrative. No real crop effect is computed.
Should a vineyard review its living-cover strategy before the next field operation?
02
Explore the evidence posture
Changes here illustrate the decision grammar—not farm biology.
ILLUSTRATIVE WORKFLOW RESULT01 / 05
MEASURE MORE NOW
The fictional case needs a different observation type that could affect the subsequent choice.
WHY THIS BRANCH?
The current hypothetical evidence record lacks an additional observation relevant to the action choice.
Return with new evidenceHuman decision authority
↻
Context changed — applicability unverified
The displayed branch is downgraded to ABSTAIN / ESCALATE until the evidence and selected method are reassessed for the new conditions.
Consequences & trade-offs
No invented estimatesShort-term productionUNKNOWN
Unmeasured in demonstration
Long-term ecology / climateUNKNOWN
No validated effect evidence
Farm economicsUNKNOWN
Time, cost and return not established
Counterfactual / current practiceRETAINED
Not assumed inferior to alternatives
RDE / EVIDENCE LINEAGE
Know where knowledge comes from.
Every conclusion should preserve the original observation, its limits, and when it became available for a decision.
01
OBSERVATION
A record enters the evidence boundary
Measurements, prior management, weather or literature are labelled with units, protocols and sources.
02
CONTEXT & VALIDITY
Where, when and for whom?
Crop and cultivar, soil, climate, observed date, decision-time availability, reuse rights and uncertainty are checked independently.
03
METHOD / COMPARATOR
Use the simplest adequate reasoning
Competent manual practice is retained. Biological, predictive and causal models are separate optional components with their own limits.
04
DECISION & CORRECTION
Keep the reasons open to revision
A farmer or adviser controls action. New evidence can trigger rechecking without rewriting past observations.
DEMO SOURCE RECORD
Illustrative field observation
- Source class
- FICTIONAL
- Crop / country
- Grapevine · Germany
- Rights status
- DEMO ONLY
- Observed at
- Example time · stipulated
- Available at
- Example time · stipulated
- Scientific validity
- NOT ESTABLISHED
- Management effects
- UNKNOWN
↘
Globally collected vineyard evidence is eligible for screening—not automatically fit for a German, Spanish or French field, or for another crop.
RDE / EVOLVING ARCHITECTURE
NO FIXED MODEL STACKOne core. Replaceable intelligence.
The RDE is bigger than any grant, vineyard example, model or algorithm. Modules can develop independently while the decision contract stays explicit.
ARCHITECTURE A
Evidence & evolving state
What is known, observed, inferred or unverified, at what time and under which use rights?
ARCHITECTURE B
Decision & activation
Which next branch is justified under the preferences, limits and actual authority?
Capability registry
12 conceptual capabilities · Not 12 deployed services
Project independence, by design.
DeepRAP, PtJ, GRAINSHIELD, FIERCE, EV and other projects may supply optional methods or lawful research evidence. None defines the parent RDE. The present executable Python baseline is a separate offline mechanical experiment; this public interface is a browser-only demonstration.