The Parliament Of The Republic Of India
Federated Legal Artificial Intelligence; Zero-Bias Bench Allocation; Bharatiya Nyaya Sanhita; Multilingual Voice-to-Petition; Verifiable Random Function; Constitutional Access to Justice; Article 39A; Digital Personal Data Protection Act 2023; India Stack; e-Courts Mission Mode Project; Hyperledger Fabric; Ristretto255; Parliamentary Legislation.
The Republic of India administers the largest democratic court system on Earth, yet more than fifty million matters remain pending across the Supreme Court, twenty-five High Courts, and the district judiciary. This backlog is not a transient operational defect but the cumulative residue of a one-hundred-and-sixty-year-old colonial statutory inheritance, an opaque bench-allocation tradition, a multilingual citizenry served by a near-monolingual courtroom, and a digital divide that silently
disenfranchises the poor, the tribal, the rural and the differently abled. JURISFLOW AI — deployable under the NyayaNet JurisFlow program and hosted at the prototype location https://nyayanetjurisflow.com — is the first integrated federated super-legal artificial-intelligence platform engineered explicitly for this constitutional moment. It unifies five hitherto disjointed stages of the legal life-cycle — Voice intake, AI Classification under the Bharatiya Nyaya Sanhita, AI-assisted Drafting, Federated Jurisdictional Routing, and Verifiable Random Bench Assignment — into a single observable pipeline that respects the sovereignty of every High Court while granting parity of access to every citizen. The architecture is federated by design: each High Court retains custody of its corpus, only cryptographic hashes traverse the inter-court mesh, and every routing decision is published to a public
audit ledger that any litigant or journalist may inspect. The platform is voice-first across thirty-six-plus constitutional and tribal languages — including Santali, Gondi, Bhili and Mundari — so that a tribal grandmother in Jharkhand and a senior counsel in Delhi may reach the same bench, on the same day, in their respective mother tongues, with measurably identical priority. A Pearson chi-squared uniformity test is run continuously upon the bench-allocator to certify zero statistical bias, and a Verifiable Random
Function (Micali-Rabin-Vadhan 1999; IETF Ristretto255-SHA512) ensures cryptographic unpredictability of judge assignment.
This Master Thesis (Parliamentary Edition) presents the scientific motivation, federated systems architecture, multilingual natural-language stack, zero-bias allocation algorithm, prototype walkthrough, methodology, comparative benchmarking against incumbent Indian and global legal-technology offerings, ethical and constitutional safeguards, international comparative jurisprudence, a five-year economic and welfare impact model, a phased rollout roadmap targeting two High Courts in Q3-2026
and statutory recognition as India's federated AI legal backbone by 2028, a 2030 horizon scan, and — at Schedule A — a complete draft Bill suitable for introduction in Parliament.
"The Parliament Of The Republic Of India", JNRID - JOURNAL OF NOVEL RESEARCH AND INNOVATIVE DEVELOPMENT (www.JNRID.org), ISSN:2984-8687, Vol.4, Issue 6, page no.a764-a844, June-2026, Available :https://tijer.org/JNRID/papers/JNRIDTHE2011.pdf
Volume 4
Issue 6,
June-2026
Pages : a764-a844
Paper Reg. ID: JNRID_702629
Published Paper Id: JNRIDTHE2011
Downloads: 000183
Research Area: Science and Technology
Country: Kolkata, West Bengal, India
DOI: https://doi.org/10.56975/jnrid.v4i6.702629
ISSN: 2984-8687 | IMPACT FACTOR: 9.57 Calculated By Google Scholar | ESTD YEAR: 2023
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.57 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: JNRID (IJ Publication) Janvi Wave
