AI-assisted drought early action · Turkana County

Know where to act.
Know what to do.
Prove it happened.

Hatua helps county officers and humanitarian partners turn drought warnings into targeted, human-approved and verifiable action for pastoral communities.

PublicNo account requiredExplainableEvery score has evidenceReliableWorks without external AI
HATUA / DECISION PREVIEWDEMO
Highest early-action priority

Turkana North

84impact risk

The score combines drought intensity, people and livestock exposed, and the community’s ability to cope.

Hazard88
Exposure79
Vulnerability83
01
Best-fit interventionDisseminate community action alertsDrought Information Office · 1 day lead
90% fit
Prototype profile · 84% confidenceInspect the decision →
6operational areas ranked
7approved early actions
2community languages
100%recommendations traceable
The problem Hatua solves

Early warning exists.
The last mile is still fragmented.

Technical bulletins do not automatically tell a response officer which community to prioritize, which intervention is feasible, who owns it, or whether it was delivered.

Without Hatua

Information stops at a dashboard.

  • Separate climate and response data
  • Unexplained recommendations
  • Activities reported without proof
With Hatua

Evidence becomes accountable action.

  • One transparent priority score
  • Suitable actions with owners and deadlines
  • Community feedback and field verification
One connected response journey

From climate signal
to impact receipt.

Hatua connects seven decisions that are normally scattered across reports, spreadsheets, messages and field updates.

01
Signal

Climate and drought evidence

A traceable warning enters one operational view.

02
Risk

Where will impact be greatest?

Hazard, exposure and vulnerability rank six areas.

03
Suitability

What can work here, now?

Approved actions are compared by urgency, feasibility, reach and timing.

04
Plan

Who does what by when?

AI structures owners, deadlines, targets and evidence—within strict boundaries.

05
Approve

A human remains accountable

A response officer reviews the plan before anything is released.

06
Communicate

Communities receive clear guidance

English and draft Swahili alerts invite acknowledgement or assistance.

07
Verify

Did the action actually happen?

Field evidence closes the loop and completed work enters the impact receipt.

Designed for a shared response

One picture for every actor.

Hatua keeps decision-makers, delivery partners and communities connected without requiring personal accounts or sensitive data.

01County teams

Decide earlier

See the highest-impact locations, compare practical interventions and approve one accountable plan.

02NGO partners

Coordinate delivery

Understand priority needs, action owners, expected coverage and the evidence required to verify delivery.

03Communities

Receive useful guidance

Get concise alerts in accessible language and signal that a warning was received or help is needed.

AI with boundaries

AI drafts.
Humans decide.

Hatua first selects eligible interventions using transparent rules. AI may prioritize, explain and translate only those approved actions. It cannot invent a new intervention or release a warning.

  • Approved action catalog only
  • Strict structured-output validation
  • Reliable deterministic fallback
  • Human approval before release
View formulas and safeguards
Example impact receipt

Proof, not promises.

Generated recommendations never count as impact. Only approved and completed actions enter the receipt.

9,400people reached22,800livestock protected5water points covered3/3actions verified
Completed actions onlyAuditable timeline included
Judge-ready demonstration

Experience Hatua in three minutes.

Everything opens in a private browser session. No account or setup is required.

  1. 1Understand the riskOpen Turkana North and inspect the evidence behind its score.
  2. 2Approve an action planCompare suitable interventions and generate a constrained AI plan.
  3. 3Verify the outcomeComplete an action, attach field confirmation and view the receipt.
Start the guided journey