Building AI for healthier crops in Bangladesh
AI FOR AGRICULTURE

Healthy crops
start with
better insights.

We're building AI-powered crop health tools to help farmers in Bangladesh recognize potential problems earlier and make more informed decisions.

Currently collecting data and training our models.

Sunlight falling across green agricultural fields and rows of crops
ROOTED IN AGRICULTURE. POWERED BY AI.
A healthier future starts in the field.

Crop Health Research

Image-based analysis
Disease detection research
Model development in progress

RESEARCH CONCEPT · NOT A LIVE DIAGNOSIS

THE FIELD MEETS THE FUTURE01 / RESEARCH & DEVELOPMENT

Data Collection

In progress

Dataset Preparation

In progress

Model Training

In progress

Field Validation

Planned

A CHALLENGE WORTH SOLVING

Crop problems shouldn't have to go unnoticed.

Behind every healthy harvest are countless decisions. We believe better crop insights should be within everyone's reach.

Small signs. Big questions.

Early symptoms can look alike. Recognizing what a plant is telling us is not always straightforward.

The right advice, out of reach.

Reliable agricultural expertise is valuable, but it may not be available at the moment it is needed.

Every decision matters.

An incorrect treatment can add to costs and crop losses. Better information can support a more considered next step.

OUR APPROACH

From field images to
more informed decisions.

One simple idea. Thoughtful research behind every step.

01

Capture

A farmer or agricultural adviser photographs an affected crop.

02

Analyze

Research models explore visual patterns associated with possible crop health problems.

03

Understand

The intended product translates findings into understandable insights and reliable guidance.

The platform is under development. Diagnostic capabilities and treatment guidance require appropriate validation before release.

THE PRODUCT WE ENVISION

Designed around real
agricultural needs.

Not technology for its own sake. Research focused on the questions that matter in the field.

A close-up of green plants growing in natural light
Every leaf tells a story.
We're learning to listen.
Research goal

Crop disease identification

Investigating visual patterns that may help identify potential crop diseases.

Research goal

Nutrient deficiency screening

Exploring signs in crop images that may indicate missing nutrients.

Research goal

Pest damage recognition

Studying visible damage to better understand pest-related crop problems.

Planned capability

Locally relevant guidance

Working toward understandable, evidence-based agricultural guidance.

RESEARCH BEFORE PROMISES

Better agricultural AI
begins with better data.

Useful intelligence is built on a careful foundation. We're collecting, preparing, and learning from crop imagery before making claims about what our models can do.

  • Suitable images, carefully curated and labeled
  • Model architectures evaluated on unseen images
  • Real-world conditions, not just ideal examples
  • Working toward agricultural expert review
See where we are today
Our research pipeline
01Field imagesIn progress
02Dataset curationIn progress
03Model trainingIn progress
04EvaluationPlanned
05Field validationPlanned

Process overview. No performance results implied.

BUILDING IN THE OPEN

Our progress, honestly.

Research & development

Data Collection

In progress

Dataset Preparation

In progress

Model Training

In progress

Field Testing

Planned

Public Release

Not yet announced

Wide green cultivated fields extending into the distance

ROOTED IN BANGLADESH

Built with Bangladesh's
agricultural future in mind.

Healthier Crops. Smarter Decisions. We envision accessible crop intelligence that speaks the language of the people who grow our food.

Bangla-first experiencesLocally relevant researchMobile-friendly access

Our long-term ambitions, shaped by farmer feedback and expert collaboration.

Help shape what comes next

LET'S GROW SOMETHING BETTER

Help us build better
tools for farmers.

We're developing ragib.tech through research, data collection, and early collaboration. Follow the journey. Bring your expertise. Help shape what comes next.

Contribute crop images and field perspectives
Share agricultural or research expertise
Explore opportunities to collaborate

Farmers, agricultural experts, researchers, and organizations — there's a place for you in this journey.

A LITTLE MORE CLARITY

Good questions.
Honest answers.

An ambitious vision. A transparent journey.