
CONCEPT VISUAL / NOT FIELD EVIDENCE
The field becomes a measurable product system.
Real crop operations, serviceable hardware, instrumented treatments and a digital thread from observation to approved work.FIELD CONFIGURATION
Configure the physical reference.
SYSTEM READINESS
NEXT CONTROLLED ACTION
Qualify the field before installing hardware.
- Record water, power, radio and drainage.
- Issue plot and sample identities.
- Approve treatment-control geometry.
- Release only the Tier A bench BOM.
SCIENTIFIC 3D + TIME
The preserved field twin remains the simulation core.
Orbit above and below the soil, inspect roots and treatments, change crop, soil, weather and time, then expose the complete water account.ISM-100 + IMS-100
Intelligent Soil is a measured treatment system.
Biodegradable sheet, passive printed sensing, reusable edge electronics and removable calibrated probes.TREATMENT CONFIGURATOR
PHYSICAL PRODUCT / PHASE I REFERENCE DESIGN
Build one traceable system, not a collection of gadgets.
Select a package to open its engineering process, release evidence and controlled source documents.Field Lander
Multi-depth soil probes, protected ESP32-class acquisition, LoRa link and local sequence buffer.
₹15k-₹45kBase Station
Raspberry Pi-class edge host, local MQTT, evidence store, replay and operator console.
₹18k-₹35kFluid Module
Flow, pressure and tank sensing with isolated actuation, manual override and emergency stop.
₹12k-₹35kInstrumented Mulch
Biodegradable test coupons, passive traces, reusable edge pod and removable calibrated probes.
₹8k-₹25kPlant Sight
Fixed camera reference, controlled capture, original-image hashing and local evidence transfer.
₹5k-₹18kTools + Spares
Gravimetric standards, multimeter, pressure reference, enclosures, connectors and replacement stock.
₹12k-₹35kPLANNING RANGE
₹70k-₹193kBefore tax, shipping, fabrication, labour and contingency. Supplier quotations are required before purchase.- Freeze interfaces and safety limits.
- Release only the Tier A bench BOM.
- Receive by serial number and photograph.
- Calibrate before integration.
- Run dry, wet and 24-hour soak tests.
PHYSICAL WORKFLOW
Planting through harvest, as evidence.
Every operation carries people, machinery, inputs, cost, approval and completion records.SOIL-TEST DECISION CHAIN
Transparent fertilizer product conversion.
This tool converts an approved nutrient target into product mass. It does not prescribe the nutrient target.CALCULATED PRODUCT MASS
IncompleteAttach soil/lab evidence and enter every required field.PROVENANCE FIRST
Market observations, never invented prices.
AGMARKNET/data.gov.in, e-NAM and controlled buyer quotes connect through adapters with source, market, date and unit.MARKET TABLE
No current observation loaded.
APS-100 / REAL IMAGE EVIDENCE
CNN is the last step, not the first.
Acquire, hash, de-duplicate, label, split by farm/season, validate, calibrate and allow the model to abstain.Acquire
Original image, time, plot, crop, stage, camera and context.
Quality
Blur, exposure, occlusion and duplicate controls.
Annotate
Expert label, region, confidence and disagreement.
Hold out
Complete farms, seasons and image bursts stay together.
Model
Segmentation, counting and symptom localization first.
Abstain
Uncertain or shifted inputs become inspection tasks.
PHASE I DATASET
500-1,000 real images
Quality-controlled treatment/control imagery with hashes, metadata, annotation guide and leakage report.
PROHIBITED CLAIM
No automatic disease diagnosis
Until per-class held-out field performance and expert review pass, output remains visual anomaly triage.
30-DAY PHASE I
One integrated bench. A field-ready package.
The work is sequenced by evidence gates, not presentation dates.Define + procure
Requirements, site, sampling, interfaces, hazards and Tier A release.
7 deliverablesSense + edge
Serialised lander/base pair, calibration and 24-hour telemetry soak.
4 acceptance recordsWater + mulch
Safe wet bench, IMS coupon, reusable pod and operation ledger.
5 hardware testsIntegrate + release
Twin, nutrient/market adapters, image pipeline and independent review.
Day-30 decision