Skip to main content
Challenge

Build a Last-Mile Delivery Accessibility and Routing Dispatcher

Coordinate mock logistics providers across Beckn final-mile fulfillment contracts. Evaluate accessibility parameters such as staircase-only access and landmark-based routing for local couriers.

Workflow AutomationHosted by Vera
Challenge brief

What you are building

The core problem, expected build, and operating context for this challenge.

Coordinate mock logistics providers across Beckn final-mile fulfillment contracts. Evaluate accessibility parameters such as staircase-only access and landmark-based routing for local couriers.

Logistics Dispatch Coordinator

Receive fulfillment search requests with customer physical access indicators and drop coordinates.

Query mock Beckn final-mile delivery providers for vehicle-type compatibility and serviceability.

Rank quotes against accessibility tags including ground-floor preference and vernacular voice navigation.

Dispatch simulated on_init and on_confirm fulfillment allocations.

Dispatch console displaying pending delivery routes, accessibility tags, and provider bid comparison panels.

Construct mock provider JSON files implementing Beckn final-mile delivery schema v0.8.2. Starter examples below are synthetic. They are not downloaded records.

Beckn protocol specifications Leverages Beckn final-mile delivery specification concepts for fulfillment routing and message context.

langgraph, fastapi, httpx. Manages asynchronous state transitions between search, quote, and confirm fulfillment stages. Fast reasoning API or local model capable of multi-step criteria filtering.

Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.

Evaluates provider capability against specific delivery accessibility constraints.

Emits valid Beckn fulfillment context and transaction headers.

Simulates asynchronous callback handling with mock ACK and on_search cycles.

Generates actionable delivery manifests containing localized landmark instructions.

```json [ { "input": { "order_id": "ORD-5541", "drop_location": { "lat": 12.9716, "lng": 77.5946, "accessibility_notes": "Wheelchair accessible ramp at gate 2" }, "package": { "weight_kg": 2.5, "perishable": false } }, "expected_output": { "selected_provider": "BPP-LOG-01", "fulfillment_id": "FUL-9901", "vehicle_type": "TWO_WHEELER", "allocated_instructions": "Enter via Gate 2 ramp; leave at reception counter.", "status": "DISPATCH_CONFIRMED" } }, { "input": { "order_id": "ORD-5542", "drop_location": { "lat": 12.975, "lng": 77.599, "accessibility_notes": "Floor 4, no elevator, heavy cargo" }, "package": { "weight_kg": 35, "perishable": false } }, "expected_output": { "selected_provider": null, "fulfillment_id": null, "status": "UNSERVICEABLE_CAPACITY_LIMIT", "error_reason": "Cargo exceeds two-person carry limit for non-elevator delivery" } } ] ```

Operates entirely within mock delivery networks; coordinates simulated vehicle dispatches without live GPS tracking. Use mock external writes. Require human review before any real deployment.

Rules

Participation guide

Operates entirely within mock delivery networks; coordinates simulated vehicle dispatches without live GPS tracking. Use mock external writes and human review.

Delivery guide

How work is evaluated

Evaluation

Evaluates provider capability against specific delivery accessibility constraints. Emits valid Beckn fulfillment context and transaction headers. Simulates asynchronous callback handling with mock ACK and on_search cycles. Generates actionable delivery manifests containing localized landmark instructions.

Submission format

Runnable source, pinned dependencies, setup commands, working interface, example outputs, recorded demo, tests, and action logs.

Datasets

Challenge datasets

Public datasets, plus the private datasets you have access to.

Evaluation rubric

How submissions are scored

These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.

Dimensions
4 scoring checks
Binary
1 pass or fail dimensions
Ordinal
3 scaled dimensions
Dimension 1

Complete workflow

Receive fulfillment search requests with customer physical access indicators and drop coordinates. Query mock Beckn final-mile delivery providers for vehicle-type compatibility and serviceability. Rank quotes against accessibility tags including ground-floor preference and vernacular voice navigation. Dispatch simulated on_init and on_confirm fulfillment allocations.

Score scale
012
Score 0

Missing or incorrect.

Score 1

Partly complete, with documented gaps.

Score 2

Complete, with reproducible evidence.

Dimension 2

Correctness and evidence

Evaluates provider capability against specific delivery accessibility constraints. Emits valid Beckn fulfillment context and transaction headers. Simulates asynchronous callback handling with mock ACK and on_search cycles. Generates actionable delivery manifests containing localized landmark instructions.

Score scale
012
Score 0

Missing or incorrect.

Score 1

Partly complete, with documented gaps.

Score 2

Complete, with reproducible evidence.

Dimension 3

Review interface

Dispatch console displaying pending delivery routes, accessibility tags, and provider bid comparison panels.

Score scale
012
Score 0

Missing or incorrect.

Score 1

Partly complete, with documented gaps.

Score 2

Complete, with reproducible evidence.

Dimension 4

Safe execution

Operates entirely within mock delivery networks; coordinates simulated vehicle dispatches without live GPS tracking.

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Learning goals

What you should walk away with

  • Receive fulfillment search requests with customer physical access indicators and drop coordinates.

  • Query mock Beckn final-mile delivery providers for vehicle-type compatibility and serviceability.

  • Rank quotes against accessibility tags including ground-floor preference and vernacular voice navigation.

  • Dispatch simulated on_init and on_confirm fulfillment allocations.

Resources and assets

Reference links and supporting material

Dataset notes

Construct mock provider JSON files implementing Beckn final-mile delivery schema v0.8.2. Supplied starter examples are synthetic, not source extracts.

Challenge setup

Configuration summary for this challenge.

Challenge input

Input details are not configured.

LangGraph

Runtime for stateful agent workflows.

Evaluated output

No output checks are configured.

Evaluation checks
  • Receive fulfillment search requests with customer physical access indicators and drop coordinates. Query mo...
  • Evaluates provider capability against specific delivery accessibility constraints. Emits valid Beckn fulfil...
  • Dispatch console displaying pending delivery routes, accessibility tags, and provider bid comparison panels.
Configured evaluation evidence
  • 2 public reference cases
Configured runtime
  • 2 configured tools

Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.

View technical recipe

Configured tools

Action Space
  • LangGraph · Optional
Orchestration
  • LangGraph · Optional

Evaluation contract

  • Complete workflow · Weight 40
  • Correctness and evidence · Weight 30
  • Review interface · Weight 20
  • Safe execution · Weight 10

Reference cases

  • 2 public reference cases

Workflow tasks

No workflow tasks are configured.

Recipe freeze marker

No recipe freeze time is recorded.

Frequently Asked Questions about Build a Last-Mile Delivery Accessibility and Routing Dispatcher