AI-Powered Ayurvedic IP & Regulatory Guidance

Navigate Ayurvedic IP & Regulations with Confidence.

Ask questions, explore authoritative sources, understand applicable regulations, discover prior art, and receive source-cited statutory guidance — all in one place.

Source-Cited
Jurisdiction-Aware
Multilingual
Safe Abstention
IP-SAKTI Sahayak — Statutory RAG Workspace
"Can my Ayurvedic formulation be patented in India?"

Patentability Assessment (India Jurisdiction):

Patentability requires novelty, inventive step, industrial applicability, and navigating statutory bars:

  • Section 3(p): Directly bars traditional knowledge or aggregation of known Ayurvedic properties.
  • Section 3(e): Mere admixtures without synergistic enhancement are unpatentable.
  • Section 10(4)(d): Mandatory disclosure of biological material source to NBA.
Patents Act, 1970 IP India Gazettes
Evidence Strength: Strong

What can Sahayak help you with?

Comprehensive tools tailored for Ayurvedic researchers, innovators, manufacturers, and legal professionals.

Deterministic Architecture

From Question to Evidence

A transparent 6-stage RAG pipeline ensuring verifiable, un-hallucinated guidance.

01 ASK
💬
Question Intake

Question

User submits query in English, Hindi, or Odia. Normalizes prompt while locking statutory proper nouns (Section 3(d), TRIPS, TKDL, Rule 158B).

Entity Preservation
02 CLASSIFY
🧭
Domain Routing

Context

Identify domain (Patent, Trademarks, AYUSH, ABS, GI) and dispatch to competent regulators (IP India, FSSAI, CDSCO, NBA), preventing jurisdiction cross-pollution.

Zero Cross-Pollution
03 RETRIEVE
Dual-Channel Search

Evidence

Hybrid BM25 + Vector search over statutory texts. Combines dense BAAI/bge-m3 embeddings with exact statutory provision boosts (e.g. Section 3(p)).

Dense FAISS + BM25
04 VERIFY
🛡️
Freshness Audit

Audit

Check jurisdiction, version, and source freshness. Cross-checks gazettes against amendment timelines, filtering out superseded older notifications.

Superseded Filtered
05 EXPLAIN
📄
Grounded LLM

Guidance

Generate source-cited answer with claim trace map. Every single legal statement is verified and anchored strictly to an audited [Source N] citation.

100% Claim-Cited
06 ESCALATE
⚖️
Decision Gatekeeper

Abstain

Abstain if evidence is low; trigger expert review. Computes evidence confidence (0-1). If grounding is insufficient, safely refuses hallucination.

Safe Abstention Gate
Stage 06 Gatekeeper Logic

Dual Verification Outcomes

IP-SAKTI Sahayak strictly differentiates between confident statutory certainty and missing evidence.

Verified Grounding (Confidence ≥ 0.40)
Deliver Structured Guidance & Evidence Dossier Synthesizes actionable steps, provisions, active gazette links, and downloadable PDF/HTML audit reports.
⚠️ Insufficient / Conflicting Evidence (< 0.40)
Trigger Safe Abstention & Flag Expert Review Explicitly refuses to speculate, highlights missing regulatory variables, and queues query for human expert lawyer review.

Designed to Know Its Limits.

IP-SAKTI Sahayak is engineered specifically to prevent AI hallucination in legal and regulatory contexts. When authoritative grounding is absent, the system safely abstains rather than producing speculative advice.

Source-Grounded Retrieval Every claim is anchored to indexed statutory provisions and official gazettes.
Safe Abstention Engine Automatically declines out-of-domain queries or ungrounded legal requests.
Human Expert Escalation Flag high-risk or low-confidence queries for human legal review.