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Challenge

Build an Assisted Public Healthcare Scheme Navigator for Asha Workers

Screen rural household demographic and clinical milestone profiles against mock national health scheme entitlement rules. Synthesize localized plain-language eligibility explanations and required documentation checklists in regional languages.

Workflow AutomationHosted by Vera
Challenge brief

What you are building

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

Screen rural household demographic and clinical milestone profiles against mock national health scheme entitlement rules. Synthesize localized plain-language eligibility explanations and required documentation checklists in regional languages.

Accredited Social Health Activist (ASHA) facilitator

Ingest family household survey records containing maternal status, child immunization milestones, and income tier.

Screen profiles against mock Ayushman and maternal assistance scheme qualification rubrics.

Identify unfulfilled prerequisite milestones such as missing institutional checkups or vaccination stages.

Generate a localized counseling checklist with explicit next steps for the household in regional dialects.

Tablet-friendly mobile web interface presenting household eligibility status, missed milestones, and action items.

Create synthetic de-identified maternal and infant health survey cards with mock scheme entitlement tables. Starter examples below are synthetic. They are not downloaded records.

Bhashini documentation Leverages Bhashini Indic translation pipeline standards to formulate multilingual counseling outputs for health workers.

semantic-kernel, pydantic, pytest. Semantic Kernel orchestrates procedural scheme validation skills and vernacular explanation plugins smoothly. Hosted or local model supporting Indian languages with consistent factual adherence to policy rules.

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 infant vaccination completion milestones accurately against synthetic scheme guidelines.

Flags specific missing prerequisites without producing false eligibility guarantees.

Translates counseling action items into selected regional language (e.g., Hindi, Bengali) with vernacular phrasing.

```json [ { "input": { "household_profile": { "mother_age": 24, "pregnancy_trimester": 3, "institutional_visits_completed": 3, "income_category": "bpl", "preferred_lang": "hi" }, "scheme_id": "matru_vandana_mock" }, "expected_output": { "eligibility": "CONDITIONALLY_ELIGIBLE", "qualified_installment": "First and Second Installments", "pending_milestones": [ "Minimum 4 prenatal checkups required before institutional delivery" ], "action_checklist_hi": [ "चौथी प्रसव पूर्व जांच (ANC) स्वास्थ्य केंद्र पर पूरी करें", "मातृ एवं शिशु सुरक्षा कार्ड (MCP Card) जमा करें" ] } }, { "input": { "household_profile": { "mother_age": 28, "pregnancy_trimester": 1, "institutional_visits_completed": 0, "income_category": "apl_above_threshold", "preferred_lang": "hi" }, "scheme_id": "matru_vandana_mock" }, "expected_output": { "eligibility": "INELIGIBLE", "qualified_installment": "None", "pending_milestones": [ "Income exceeds BPL threshold criteria for targeted grant assistance" ], "action_checklist_hi": [ "नियमित स्वास्थ्य जांच के लिए निकटतम प्राथमिक स्वास्थ्य केंद्र से संपर्क करें" ] } } ] ```

Uses simulated health guidance only; clearly marked as informational guidance for training without clinical diagnoses. Use mock external writes. Require human review before any real deployment.

Rules

Participation guide

Uses simulated health guidance only; clearly marked as informational guidance for training without clinical diagnoses. Use mock external writes and human review.

Delivery guide

How work is evaluated

Evaluation

Evaluates infant vaccination completion milestones accurately against synthetic scheme guidelines. Flags specific missing prerequisites without producing false eligibility guarantees. Translates counseling action items into selected regional language (e.g., Hindi, Bengali) with vernacular phrasing.

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

Ingest family household survey records containing maternal status, child immunization milestones, and income tier. Screen profiles against mock Ayushman and maternal assistance scheme qualification rubrics. Identify unfulfilled prerequisite milestones such as missing institutional checkups or vaccination stages. Generate a localized counseling checklist with explicit next steps for the household in regional dialects.

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 infant vaccination completion milestones accurately against synthetic scheme guidelines. Flags specific missing prerequisites without producing false eligibility guarantees. Translates counseling action items into selected regional language (e.g., Hindi, Bengali) with vernacular phrasing.

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

Tablet-friendly mobile web interface presenting household eligibility status, missed milestones, and action items.

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

Uses simulated health guidance only; clearly marked as informational guidance for training without clinical diagnoses.

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

  • Ingest family household survey records containing maternal status, child immunization milestones, and income tier.

  • Screen profiles against mock Ayushman and maternal assistance scheme qualification rubrics.

  • Identify unfulfilled prerequisite milestones such as missing institutional checkups or vaccination stages.

  • Generate a localized counseling checklist with explicit next steps for the household in regional dialects.

Resources and assets

Reference links and supporting material

Dataset notes

Create synthetic de-identified maternal and infant health survey cards with mock scheme entitlement tables. Supplied starter examples are synthetic, not source extracts.

Challenge setup

Configuration summary for this challenge.

Challenge input

Input details are not configured.

Semantic Kernel

Agent Systems · Agent Frameworks

Evaluated output

No output checks are configured.

Evaluation checks
  • Ingest family household survey records containing maternal status, child immunization milestones, and incom...
  • Evaluates infant vaccination completion milestones accurately against synthetic scheme guidelines. Flags sp...
  • Tablet-friendly mobile web interface presenting household eligibility status, missed milestones, and action...
Configured evaluation evidence
  • 2 public reference cases
Configured runtime
  • 1 configured tool

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
  • Semantic Kernel · 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 an Assisted Public Healthcare Scheme Navigator for Asha Workers