AI CLUB FEST 2026 · ENVIRONMENTAL INTELLIGENCE

TERRAFORM

Planetary Bio-Restoration & Autonomous Diagnosis System

Case Study Assignment

Select an available scenario (1–5). Each scenario supports a quota of up to 7 teams. Once selected, your assignment is permanently locked.

Available (under 7) Full (7/7)

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Claim one of the available scenarios above (1–5) to load your team's Part A Case Study dossier.

SYSTEM SPECIFICATION & EVALUATION CRITERIA

What a Complete Response Should Cover

All participating teams are evaluated on whether their autonomous intelligence agent and user interface address the complete 9-stage restoration protocol.

STEP 01 INPUT ECHO

Diagnostic Echo & Cue Grounding

Restates the land description and image cues accurately (soil condition, cracking, puddles, crust, heat, rainfall, vegetation) without hallucinating or inventing details that were not given.

STEP 02 MISSING ANALYSIS

Soil Archetype & Root Failure Diagnosis

Identifies the specific soil archetype and diagnoses root causes — names what is missing (drainage, moisture retention, structure, organic matter, canopy/windbreak) and isolates dominant failure factors.

STEP 03 FIX PROTOCOL

Quantified Remediation & Sequencing

Delivers quantified, step-by-step stabilization and remediation measures (e.g. soil amendments per m², mulch depth, leaching cycles, loosening depth, channel specs) strictly prior to crop selection.

STEP 04 NEXT ACTION

Empirical Readiness Gate

Establishes an empirical verification checkpoint that must pass before planting begins (e.g. soil moisture retention test, infiltration timing, crumb test, EC test) with clear pass/fail thresholds.

STEP 05 CROP SUGGESTIONS

Rationalized Resilient Crop Options

Offers multiple genuinely resilient crop options rationalized against the specific site signals (not a generic list), structured so the user can compare trade-offs and ecological advantages.

STEP 06 TIMEFRAME

Dual Timeline & Remediation Buffer

Provides realistic timeline accounting for both remediation buffer / soil recovery and true crop maturity under environmental stress (expressed as a realistic range, not a textbook single number).

STEP 07 PLANTING METHOD

Substrate Prep & Matched Irrigation

Specifies tailored bed/substrate preparation, planting depth/geometry, and an irrigation setup matched to scarce water or drainage constraints (e.g., drip, clay pot, mulched basin, raised bed).

STEP 08 ONGOING CARE

Staged Cultivation & Stress Mitigation

Multi-stage cultivation regimen covering organic fertility, abiotic stress mitigation (heat/wind/salt/waterlogging), pest & pathogen surveillance, and biological intervention options.

STEP 09 HARVEST & REGEN

Harvest Signs & Soil Regeneration

Clear ripeness indicators, harvesting protocol, and post-harvest soil regenerative practices (cover cropping, residue recycling, preserving windbreaks/beds) so land degradation does not restart.

Core System & User Experience Rules

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Clear Step-by-Step UI Sequencing

The participant's system interface must clearly present soil preparation and readiness testing before crop recommendations. Order of execution is critical.

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Zero Hallucinations

Every diagnostic observation and recommendation must be grounded in the provided environmental profile and image cues. Do not assume unstated factors.

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Generalization Across Conditions

The system must handle the full Range of Conditions within its scenario category, not just one memorized test sample. Flexibility under variance is tested.

Part B: Unseen Testing Phase Locked

Live unseen scenario evaluation is enabled team-by-team by event organizers. Your console will automatically activate when authorized.

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