AI-Driven Voice-to-FIR & BNS 2023 Automation Platform
Transforming distressed citizen speech into structured, legally verified First Information Reports in under 90 seconds. Record → Verify → File.
“Selected as the Winner of Problem Statement 2 in the BHASHINI LEAP Hackathon. Freeing investigating officers from 4–6 hours of repetitive shift documentation while ensuring 100% legal precision under the newly enacted Bharatiya Nyaya Sanhita.”
17,000+ Thanas: The Documentation Bottleneck in Criminal Justice
When a traumatized victim enters a police station, they narrate incidents in conversational regional language. An Investigating Officer (IO) must manually listen, take notes, convert colloquial slang into formal court terminology, and recall appropriate sections under the newly enacted Bharatiya Nyaya Sanhita (BNS 2023). This manual process takes 45 to 60 minutes per complaint, consuming up to half of an officer's shift in repetitive typing.
Trauma & Regional Dialect Slang
Citizens in distress narrate incidents in colloquial regional dialects and slang. Generic speech recognition systems fail completely on informal grammar, local weapon names, and rapid emotional speech.
Ambient Thana Acoustic Noise
Police stations are inherently noisy public environments with overlapping conversations, wireless radios, phone bells, and vehicular sirens. Off-the-shelf ASR engines produce fragmented, incoherent output.
IPC to BNS 2023 Penal Realignment
Officers trained over decades in IPC section numbers (e.g. 379, 392, 420) must now formulate FIRs under BNS clauses. Missing a critical statutory subsection can lead to bail loopholes in court.
IPC 1860 $\rightarrow$ Bharatiya Nyaya Sanhita (BNS 2023) Automated RAG Mapping
MultiLipi's Legal RAG engine automatically maps extracted incident facts to the exact corresponding BNS penal provisions:
| Offence Classification | Old IPC 1860 Section | Bharatiya Nyaya Sanhita (BNS 2023) | MultiLipi RAG Mapping Rule |
|---|---|---|---|
| Theft (चोरी) | IPC Sec 379 | BNS Sec 303(2) | Extracted missing moveable property without consent |
| Robbery with Hurt (लूट व चोट) | IPC Sec 392 / 394 | BNS Sec 309(4) | Physical force or weapon threat accompanying property seizure |
| Voluntarily Causing Hurt (मारपीट) | IPC Sec 323 | BNS Sec 115(2) | Bodily injury inflicted without deadly weapon |
| Criminal Breach of Trust (विश्वासघात) | IPC Sec 406 | BNS Sec 316(2) | Misappropriation of entrusted commercial/personal property |
| Cheating & Dishonesty (धोखाधड़ी) | IPC Sec 420 | BNS Sec 318(4) | Deceptive inducement causing financial or property delivery |
The Record $\rightarrow$ Verify $\rightarrow$ File Law Enforcement Workflow
From noisy verbal narration to structured CCTNS export in under 90 seconds, preserving full Investigating Officer discretion at every juncture.
Complainant Spoken Intake
Dual-microphone directional intake isolates complainant's voice stream while suppressing background station clamor (sirens, phone rings, multi-party conversations).
Traumatized victim/witness speaking in conversational dialect (Hindi, Marwari, etc.) inside noisy thana
Calibrated 16kHz isolated primary speech audio stream with ambient noise suppression
Directional Beamforming • Silero Voice Activity Detection (VAD) • High-Fidelity Audio Buffer
Law Enforcement Precision & Latency Benchmarks
Selected as the Winner of Problem Statement 2 (Law Enforcement Transcription) in the BHASHINI LEAP Hackathon.
Precision in correcting colloquial slang, dialect idioms, and acoustic mishearings into formal legal phrasing.
Top-3 penal section recommendation accuracy verified against senior police officer gold test cases.
Average end-to-end execution latency from completion of spoken interview to fully formatted Form No. 1.
Test the Voice-to-FIR & BNS Recommendation System
Spoken Complaint to BNS 2023 FIR Simulator (Record → Verify → File)
Raw ASR detected: “पल्सर पाइप” → Corrected to: “पल्सर बाइक (Motorcycle)” based on police vehicle vocabulary graph.
• BNS Section 311: Robbery with attempt to cause grievous hurt or with deadly weapon
AI Never Files. The Investigating Officer Decides.
In criminal jurisprudence, an automated allegation without officer review can violate fundamental constitutional rights. MultiLipi bakes mandatory human authority into the software lifecycle:
Pilot Voice-to-FIR & BNS Automation in Your Police Circle
Whether you represent a State Police Headquarters, Criminal Investigation Department (CID), Cyber Crime wing, or Police Academy, our team provides on-premise pilot deployments compatible with existing CCTNS infrastructure.