BPAV • VALIDATION & EVIDENCE

Test the service system—not only the technology.

BPAV connects field execution, ground truth and structured evidence so partners can learn what works under real smallholder conditions before deciding to scale.

BPAV — Bangladesh Precision Agriculture Validation Platform

Evidence and validation layerField learning for credible next decisions

BPAV is a validation layer within the Krishi Aakash approach. It does not imply government authority, national status or independently verified impact unless explicitly stated.

THE CORE QUESTION

What works, for whom, under which field conditions—and what must change before scale?

EVIDENCE ARCHITECTURE

Six connected layers

Each layer answers a different question. Together they prevent technical performance from being mistaken for a complete operating model.

01

Field service

Farmer coordination, plot verification, delivery and operating records.

02

Ground truth

Field checks that anchor imagery, observations and interpretation.

03

Digital evidence

Maps, records, conditions, exceptions and agreed proof points.

04

Agronomic observation

Structured crop observations without overstating causality.

05

Operational learning

Safety, reliability, adoption, economics and institutional fit.

06

Decision support

A clear recommendation to scale, redesign, extend or stop.

VALIDATION FRAME

Evidence across five decision dimensions

01

Operational

Can the service be delivered safely, reliably and within the field window?

02

Agronomic

What crop and field observations are supported by the protocol?

03

Farmer

Do farmers understand, accept, use and value the service?

04

Commercial

Can density, pricing, logistics and utilization support viability?

05

Institutional

Are roles, governance, compliance and evidence fit for the next stage?

VALIDATION OUTPUT

A decision, not a demonstration.

01Scale with defined controls

02Redesign the operating model

03Extend evidence collection

04Stop or narrow the use case

Priority learning cropsRiceMaizePotatoMangoVegetablesSubject to defined protocols and field readiness.

DESIGN A VALIDATION

Turn a promising proposition into a decision-ready field program.

Begin with the decision the pilot must support. BPAV can then help frame the roles, protocol, evidence and scale gate.

Discuss field validation↗