Evidence and limitations
Research and validation status
Mitti-AI should publish validation evidence before making numerical accuracy, laboratory-equivalence or certification claims. Until that evidence is publicly available, the responsible description is limited to the current measurement scope and workflow.
Current position
Supportable facts are not the same as full validation
Agni’s present product scope can be described. Numerical accuracy, laboratory equivalence, certification or endorsement require dated evidence before they can be claimed.
Prototype and product facts are kept separate from future validation outcomes.
Validation roadmap
What credible evidence needs to show
- 1
Define the device and firmware version
- 2
Use documented reference methods
- 3
Test repeatability and device variation
- 4
Publish results, reviewers and limitations
Currently supportable product facts
- Agni is a portable IoT soil scanner.
- It currently measures seven named parameters.
- A measurement cycle takes approximately 45 seconds.
- It operates without chemical reagents for the stated scan.
- It transfers readings to Saathi AI using BLE.
Evidence to publish next
- Sampling protocol, sample count and geographic distribution.
- Reference laboratory methods and instrument details.
- Calibration and independent test-set design.
- Per-parameter error metrics, confidence intervals and known failure modes.
- Environmental operating range, repeatability and device-to-device variation.
- Named reviewers, version dates and links to supporting reports.
No implied endorsement
No government approval, institutional partnership, laboratory equivalence, certification or numerical accuracy claim should be inferred from this page unless a dated, verifiable source is added alongside the claim.