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PolicyLens 2.0
GDG Agent-a-thon • Hacksmiths United
Agent Online
neurology Autonomous Legislative AI Engine

Predict Policy Impact.
Before Enforcing Laws.

Correlate public policy mandates with demographic census data. Uncover unintended socioeconomic disparities, localized risk vectors, and targeted mitigations in seconds.

Instant Demo:
description
Upload Policy Document
Drag & drop legislative bill or policy PDF
REQUIRED • .PDF UP TO 10MB
picture_as_pdf
document.pdf
2.4 MB
table_chart
Demographic Dataset
Cross-reference census, income, or regional data
OPTIONAL • .CSV, .XLSX UP TO 10MB
database
demographics.csv
45 KB
Zero-Persistence Ingestion • End-to-End Guardrailed
memory Agent Neural Reasoning Pipeline Active
0.0s elapsed
1
Ingesting PDF & Extracting Legislative Mandates (PyPDF2)...
2
Evaluating Demographic Census Disparities (Pandas Engine)...
3
Gemini Multi-Step Cognitive Reasoning & Intersectionality Analysis...
4
Applying Deterministic Governance Bounds & Geographic Normalization...
5
Synthesizing Targeted Mitigations & Executive Assessment...
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Analysis Interrupted
An unexpected error occurred.
verified Demographic Evidence Integrated
Aggregated Risk Index
High
Significant population impact detected
Vulnerable Groups Identified
3
Prioritized by socioeconomic exposure
Geographic Impact Footprint
6
Indian States & Districts identified
Targeted Interventions
5
Actionable policy mitigation strategies
summarize Executive Synthesis & Impact Thesis
Loading synthesis...

Vulnerable & Disproportionately Affected Populations

Bounded to Max 3 Priority Segments
shield_with_heart Actionable Mitigation Strategies & Policy Safeguards
View Deterministic Normalized Agent JSON