MANAKAISIH 2026
Smart India Hackathon 2026 — Problem Statement SIH26107

AI-Powered BIS Compliance Intelligence

Instant clause-level citations, mandatory vs voluntary determination, and end-to-end BIS Scheme-I compliance pathways for Indian manufacturers and consumers.

19,000+
Indian Standards Indexed
100%
Clause-Level Citations
QCO Track
Gazette Mandates Linked
Bilingual
Hindi & English Grounding

Enterprise Compliance Intelligence

Why Manak AI is Not Just Another Chatbot

Built on strict anti-hallucination architectures, grounding every single claim in official gazette notifications and published Indian Standards.

Hybrid Standards Retrieval

Combines semantic pgvector embeddings with lexical keyword search (RRF fusion) to accurately index 19,000+ Indian Standards.

Clause-Level Verifiable Citations

Every factual answer cites the exact Standard Number, Clause, Section, and Page Number with direct source links to prevent hallucination.

Mandatory vs Voluntary Detection

Automatically identifies Quality Control Orders (QCOs) to distinguish whether compliance is legally mandatory or voluntary.

AI Compliance Pathway

Generates a complete step-by-step roadmap from material selection and lab testing to factory inspection and BIS ISI Mark application.

Section 17 BIS Act Compliance

Ready to verify your product compliance?

Audit your bill of materials and testing protocols against official Bureau of Indian Standards clauses in seconds.