ReliefOps AI

Operational intelligence for relief teams

From scattered reports
to coordinated response.

ReliefOps helps disaster-response teams understand incoming evidence, locate operational capacity, and build explainable dispatch plans without hiding the final decision from the operator.

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01

Product experience

One continuous operational story.

Move horizontally through the three parts of the ReliefOps workflow. Each panel reflects functionality already present in the application.

01Preview-first intake
Review workspace3 drafts

Flood rescue report

Incident

Medical response team

Team

Water inventory

Resource

Selected draft

Flood rescue report

Urgency / Critical
Location / Cuttack
People / 18
Confidence / 91%

Turn difficult source material into reviewable operations data.

Graph 1 understands mixed reports, CSV rows, PDFs, images, teams, incidents, and inventory while keeping every draft editable before commitment.

02Maps as evidence
Case
Team
Stock

Route-aware planning

24 min / 13.8 km / Routes API

See incidents and field capacity in the same operational frame.

Locations are geocoded, confidence is kept visible, and routes are calculated by Google Maps services instead of invented by a language model.

03Global dispatch planning
Batch plan5 cases evaluated
01Critical flood rescueAssigned
02Maternal transportAssigned
03Water shortagePartial

Global summary

3 / 5

covered by current capacity

Allocate scarce teams and stock across every open case.

Graph 2 ranks the queue, checks feasibility, preserves reserves, explains leftovers, and waits for an operator to confirm the plan.

02

How it works

Human judgment stays in the loop.

AI helps organize difficult information. Deterministic services verify resources, routes, and assignments. Operators approve the result.

01

Bring the evidence together

Upload field reports, rosters, stock sheets, PDFs, images, or mixed CSV data into one review workspace.

02

Review what AI understood

Inspect provenance, correct any field, resolve locations, reevaluate with a prompt, and confirm only the records you trust.

03

Plan and confirm the response

Rank open cases, compare route-aware assignments, preserve reserve capacity, and commit one dispatch or the complete batch.

01 / INTAKE

Make messy data reviewable.

Graph 1 extracts incidents, teams, and resources from mixed input. Provenance, confidence, warnings, and source context remain visible before anything reaches the operational record.

Review workspace3 drafts

Flood rescue report

Incident

Medical response team

Team

Water inventory

Resource

Selected draft

Flood rescue report

Urgency / Critical
Location / Cuttack
People / 18
Confidence / 91%

02 / ROUTING

Use routes as operational facts.

Geocoding resolves written locations, while the Routes API enriches shortlisted assignments. When Maps is unavailable, the system labels the fallback instead of presenting it as Google route truth.

Case
Team
Stock

Route-aware planning

24 min / 13.8 km / Routes API

03 / ALLOCATION

Plan the whole queue, not one case in isolation.

The batch planner ranks open cases, consumes capacity once, preserves configured reserves, and gives every partial or unassigned case an explicit reason.

Batch plan5 cases evaluated
01Critical flood rescueAssigned
02Maternal transportAssigned
03Water shortagePartial

Global summary

3 / 5

covered by current capacity

03

See ReliefOps in action

A closer look at evidence, planning, and confirmation.

The demo follows the actual operator journey from an incoming source to a reviewable global dispatch plan.

Graph 1 intake to Graph 2 dispatch planningControls enabled / No autoplay / Metadata preload only

Why ReliefOps

Designed for decisions that need both speed and an audit trail.

Preview-first ingestion before persistence

Organization-scoped access and data

Deterministic stock and capacity checks

Route-aware candidate enrichment

Full-context, validated reevaluation

Operator confirmation before dispatch

Coordinate the next response with clarity.

Enter the existing ReliefOps workspace, sign in through Firebase, and continue with the organization and workflows already configured for your team.

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