CANADA · MAHARASHTRA · FRONTIER INTELLIGENCE
A sovereign frontier — for the people of Maharashtra.
India's first state-owned frontier AI program. Built in partnership with Canada. Operated from Maharashtra. For Maharashtra. By Maharashtra.
FROM
Daisy Intelligence · Canada
Shiva Prasad — Founder & CEO
TO
Hon'ble Chief Minister & Secretary IT/AI
Government of Maharashtra
Canada brings the OS. Maharashtra owns the future.
A ten-year-old Canadian agentic operating system — battle-tested in commerce and insurance — meets the deepest sovereign-data canvas in India. Daisy brings the runtime, the patents, the technical leadership; entirely in-kind. Maharashtra owns the models, the data, the IP, and the export rights.
DAISY · CANADA BRINGS
- · Daisy Nova Agentic OS — production runtime
- · 10+ years of reinforcement-learning IP
- · Frontier-model architecture & training expertise
- · Patents, technology stack, technical leadership
- · Sovereign-friendly partnership terms (in-kind)
MAHARASHTRA · OWNS
- · All sovereign data, models, IP — in perpetuity
- · Controlling equity in the SPV
- · Maharashtra AI Cloud & on-shore compute
- · Marathi-first foundation model family
- · Export revenue from MahaAI worldwide
"MahaAI is not a chatbot. It is Maharashtra's sovereign frontier intelligence platform — a family of foundation models, agents, and digital twins that powers every citizen interaction, every government department, and every business service across the State."
Why I am bringing this to Maharashtra.
Shiva Prasad · Founder & CEO, Daisy Intelligence
I write from Toronto, one of the world's leading centers of AI innovation, where Daisy Intelligence has spent more than a decade turning advanced AI into real-world systems at scale — today helping organizations make billions of dollars of decisions across retail, insurance, and enterprise operations. Along the way we learned one thing clearly: AI creates the greatest value when it helps institutions serve people better. That is why I am here.
Maharashtra has a once-in-a-generation opportunity to become a global leader in sovereign AI. Canada and Maharashtra are natural partners — Canada brings world-class AI research, talent, and innovation; Maharashtra brings economic scale, entrepreneurial energy, industrial leadership, linguistic diversity, and the ambition to shape the future. Together, we can build MahaAI — Maharashtra's Sovereign AI Platform: a trusted foundation of models, agents, and digital infrastructure for citizens, businesses, government, and future generations.
The proposal is simple. Daisy brings the operating system, patents, agentic AI technology, implementation experience, and technical leadership. Maharashtra retains sovereign governance over data, deployments, security, public outcomes, and long-term strategic direction. This is not about importing a foreign platform — it is about helping Maharashtra build its own sovereign AI capability, anchored within the state, governed in the public interest, and designed to create lasting economic and social value.
Imagine every citizen accessing trusted AI services in Marathi, Hindi, and English. Every MSME using AI tools that improve productivity and growth. Every government department running intelligent agents that deliver faster, more transparent, more efficient public services. And imagine Maharashtra becoming not only India's financial capital, but also India's sovereign AI capital.
The vision before us is larger than technology. It is about building capability, creating jobs, attracting investment, strengthening institutions, and ensuring the benefits of AI are developed and shared here in Maharashtra. The pages that follow outline how we build MahaAI, who it serves, how it is governed, and how Maharashtra can become a global model for AI-enabled governance, innovation, and growth. I look forward to building that future together.
Four layers. One sovereign frontier stack.
Every layer is State-owned. Every layer ships with audit, safety, operator-in-the-loop, and export rights.
MahaAgents — Citizen · Business · Government
Hundreds of domain agents — orchestrated by MahaReasoning, grounded by MahaTwin, voiced by MahaVoice.
Maha Foundation Models — A family, not one model
MahaGPT · MahaLegal · MahaFinance · MahaKrishi · MahaHealth · MahaIndustry · MahaVoice · MahaVision · MahaTwin.
Maharashtra AI Research Institute — Sovereign science
OpenAI for Maharashtra · DeepMind for public good · Hippocratic AI for healthcare · Palantir for ops.
MahaAI Compute — Sovereign infrastructure
Cloud · GPUs · residency · key management · research campus. Every model serving the State runs inside the State.
Every model serving Maharashtra runs inside Maharashtra.
Sovereign by residency. Hardware-rooted keys held by the State. No external vendor can read, copy, or decrypt sovereign data or model weights — by design.
Maharashtra AI Cloud
Sovereign cloud anchored at Mantralaya + DIT data centres. Maharashtra-only multi-tenant for departments, PSUs, MSMEs, citizens.
GPU Clusters
Frontier-class GPU compute for foundation-model training and serving. Phased to NVIDIA H/B-class as policy and supply allow.
State Data Residency
All training data, fine-tunes, embeddings, logs and traces remain on-shore. Air-gappable for the most sensitive workloads.
Sovereign Key Management
Hardware-rooted keys held by the State. No external vendor can decrypt sovereign data or model weights.
AI Research Campus
A physical campus that anchors the Research Institute, the foundation-model team, and the safety + audit committees.
Federated Learning
Departments learn from one another without moving raw data. Hospital learnings reach revenue offices without sending one personal record.
A family of nine. Not one model.
Each Maha model is sovereign IP, trained on Maharashtra-relevant corpora, served on MahaAI Compute, and licensed by the State.
MahaGPT
General reasoning · GRs, regulations, admin procedures · Marathi · Hindi · English
MahaLegal
Constitution · Maharashtra Acts · GRs · court judgments · regulatory frameworks
MahaFinance
State budget · GST · Treasury · procurement · public-finance reasoning
MahaKrishi
Crops · weather · irrigation · mandi prices · subsidies · climate resilience
MahaHealth
Care navigation · scheme eligibility · preventive health · public-health language
MahaIndustry
MIDC · ports · manufacturing · logistics · supply-chain reasoning
MahaVoice
Marathi · Hindi · tribal dialects · phone · WhatsApp · kiosk · call centre
MahaVision
Land use · roads · waste · infra inspection · flood · smart-city analytics
MahaTwin
Digital twin of Maharashtra — agriculture · health · employment · water · industry
Four foundation models. Four pillars of the State.
MahaGPT
The State's general-purpose reasoning model
KNOWS
Government documents · State regulations · Marathi · Hindi · English
USE
Citizen services · government operations · education
MahaFinance
The State's economic & fiscal model
KNOWS
State budget · GST · Treasury · procurement · public finance
USE
Budget forecasting · revenue projections · economic planning
MahaLegal
The State's specialised legal model
KNOWS
Constitution · Maharashtra Acts · GRs · court judgments
USE
Drafting · legal research · policy reviews
MahaHealth
The Hippocratic analogue — care navigation, not diagnosis
KNOWS
Public-health schemes · MJPJAY · clinical protocols · maternal & elder care
USE
Care navigation · scheme eligibility · preventive health
A digital twin of Maharashtra. A reasoning engine for the State.
It learns the State as a physical, economic, and human system — and simulates every policy before the policy ships.
TRACKS
SIMULATES · "what-ifs" for the CMO
- · What if we increase irrigation spending by 20%?
- · What if the monsoon is weak by 30%?
- · Which districts need intervention this quarter?
- · Where will MSME credit demand spike in 90 days?
- · What is the GSDP impact of doubling skill spending?
India's biggest AI challenge is language. MahaVoice solves it for Maharashtra.
A Marathi-first, dialect-aware speech model. No app required. Works on the phone the citizen already has.
Marathi
Standard + 12+ dialects — Varhadi, Konkani-Marathi, Khandeshi, Marathwada.
Hindi
Indian varieties trained alongside Marathi for migrant populations.
Tribal dialects
Gondi, Korku, Pawra, Warli — first-language non-Marathi speakers.
REACH WITHOUT AN APP
On top of frontier models — domain agents.
Citizens · Businesses · Officers — each gets a specialist agent that speaks their language, knows their context, and acts within their permissions.
Citizen Agents
- · Citizen AI
- · Health AI
- · Farmer AI
- · Student AI
Marathi-first · voice + WhatsApp · 24×7
Business Agents
- · MSME AI
- · Investor AI
- · Export AI
AI COO + concierge for 4M+ MSMEs
Government Agents
- · Officer AI
- · Finance AI
- · Audit AI
- · Policy AI
Every desk · every file · every decision
The State's frontier-AI institution.
An institute that combines four global archetypes — built for Maharashtra, by Maharashtra, owned by Maharashtra.
OpenAI
for Maharashtra
Frontier model R&D, scaled access, safety research — State-owned, on-shore, sovereign.
DeepMind
for Public Good
Long-horizon scientific AI applied to health, water, agriculture, transport — built for the State.
Hippocratic AI
for Healthcare
Specialised, safety-bounded healthcare agents at population scale — Marathi-first, MJPJAY-grounded.
Palantir
for Government Operations
A reasoning + ops platform for officers — State IP residency, no foreign-platform exposure.
MISSION · 1) Build sovereign models. 2) Build sovereign agents. 3) Build sovereign datasets. 4) Export AI to other states and countries.
MahaAI in one paragraph each.
The State, transformed — one citizen at a time.
Farmer · Beed, Marathwada
Pandurang gets a Marathi voice call from MahaKrishi 48 hours before a Helicoverpa pest wave hits his cotton — with the exact pesticide, dose, and a subsidy code already pre-approved on his phone. Crop saved. ₹1.2 L preserved.
MSME Owner · Pimpri-Chinchwad, Pune
Saraswati runs a 6-person packaging unit. MahaMSME files her GST, drafts her ONDC listing in Marathi+English, and surfaces a Bahrain buyer through MahaExport. She becomes an exporter in her first year — without a CA, without a consultant.
Senior Citizen · Nashik · MJPJAY beneficiary
Mr. Patil, 74, recently widowed. MahaHealth's MoodGraph layer detects bereavement on his helpline call, suppresses outbound calls for 30 days, escalates a senior advocate, and proactively schedules his MJPJAY follow-up. CAHPS recovery, not collapse.
Officer · Mantralaya · IAS desk
Smt. Deshpande drafts a GR on inter-district water sharing. MahaOfficer pulls every relevant Act + precedent + court ruling, drafts in Marathi + English, and routes to Law + Finance. 30 minutes — what used to take three weeks.
Investor · Mumbai · Foreign MNC
A Japanese auto-component manufacturer plans a Maharashtra factory. MahaInvestor orchestrates MIDC land, environment clearance, electricity sanction, and incentive structure across six departments. Permit set in 7 days — vs 90.
Chief Minister · Hon'ble CM · Mantralaya
Monsoon forecast: 30% deficit. The Hon'ble CM asks MahaTwin: which districts need intervention, how much will GSDP fall, where do we pre-position relief? Decisions land in the same meeting — with simulated counterfactuals on the table.
MahaAI is not a cost line. MahaAI is how Maharashtra reaches $1 trillion.
TODAY
$500 B
Maharashtra GSDP · 2025 estimate
BY 2032
$1 T+
India's first trillion-dollar State
Doubling the State economy in seven years requires ~10.5% CAGR. Maharashtra's natural trend is ~7%. MahaAI is engineered to deliver the missing 3.5% — across productivity, governance, exports, investment, education, and sovereign-AI revenue.
Six levers. Five hundred billion dollars of incremental GSDP.
Each lever quantified independently. Each compounding with the others. Modelled over Y1–Y7.
MSME Productivity Uplift
4M MSMEs × MahaMSME (GST + ONDC + compliance + finance). 10–18% productivity uplift over 5 years.
Industrial AI · Manufacturing
MIDC + ports + manufacturing on MahaIndustry. Permit time −90%, energy −5%, throughput +12%.
Agricultural Modernisation
MahaKrishi reaches every farmer in Marathi voice. Yield protection, climate resilience, mandi optimisation, credit access.
Governance + Investor Velocity
MahaInvestor + MahaOfficer compress permit timelines from 90 to 7 days. FDI capture accelerates.
Welfare Recovery + Health
MJPJAY leakage closed · MGNREGA leakage closed · workforce health up. Productive years of life added.
MahaAI Export Revenue
Sovereign-AI export to 28+ Indian states, GCC, Africa, ASEAN. State retains 30% of SPV revenue.
CUMULATIVE INCREMENTAL GSDP · ≈ $500 B+ · AT $1 TRILLION BY 2032
Maharashtra is ready. Canada is ready. The window is now.
Deepest capital lines
MIDC · MSIPB · State Health Assurance Society · MGNREGA admin · 15FC untied · scheme convergence. No fresh Treasury draw.
Largest regulated base
4M MSMEs · 26 govt medical colleges · MJPJAY's largest book · India's busiest port. The hardest test bed in the country.
Sovereign-friendly partner
Daisy is Canada-incorporated, contributes IP in-kind, accepts State controlling equity, perpetual on-shore IP residency.
Densest AI talent in India
Pune + Mumbai + Nagpur — India's most concentrated ML/AI/data engineering pool. Built and operated by Maharashtra engineers.
Canadian AI lineage
From Turing-Award-winning research at Toronto and Mila — the deepest sovereign-friendly AI research base outside the US.
First-mover lasts forever
The first State to ship a sovereign frontier OS becomes the template every other State licences. The cost of being second is permanent.
Daisy ships the OS. Maharashtra owns it, runs it, licences it.
Every G2G action — reviewable, dismissible, reversible. No autonomous decision on protected matters without officer approval.
Controlling equity
Maharashtra holds controlling equity in the Maharashtra × Daisy Super AI SPV. Daisy contributes entirely in-kind. State controls the board.
Data residency by design
All training data, fine-tunes, embeddings, traces, logs — stay inside Maharashtra. DPDP Act 2023 compliant from day one.
Bias + equity testing
Mandatory disparate-impact alerts by district, caste, tribe, gender, language — before any new agent or policy ships.
Perpetual on-shore IP
Daisy Nova OS, every Maha foundation model, every fine-tune — State IP in perpetuity. Survives any change of control.
Operator-in-the-loop
Every G2G action is reviewable, dismissible, reversible. No autonomous decision on protected matters without officer approval.
Independent oversight
Technical, audit, AI-ethics, and safety committees report directly to the SPV board. Annual model-behaviour and fairness audit.
Frontier intelligence — live in one hundred days.
Three Maha models grounded. Three agents shipped. One State Digital Twin prototype. One pilot district.
Days 1–25
MahaAI Compute live
Sovereign GPU cluster stood up at Mantralaya / DIT. Sovereign key-management deployed. First Marathi corpora staged.
Days 25–55
MahaGPT + MahaVoice
Foundation reasoning + Marathi speech fine-tuned. MahaCitizen WhatsApp + IVR alpha live. MahaOfficer to 100 officers.
Days 55–85
MahaTwin + MahaHealth
First eight tiles of the State Digital Twin live with real data. MahaHealth scheme-navigation live in one district.
Days 85–100
Closed-loop · gated
MahaCitizen opens to one district (~1M citizens). MahaTwin briefing to the Hon'ble CM begins. Statewide go / no-go.
EXIT CRITERIA · Sovereign compute live · 3 Maha models grounded · 1M citizens reachable in Marathi · MahaTwin prototype briefing CMO · go / no-go to Statewide.
90 minutes with the Hon'ble Chief Minister. And the AI Secretary in the same room.
We will leave with: one nodal officer in the CMO, the Maharashtra AI Research Institute chartered, three named foundation models (MahaGPT · MahaVoice · MahaTwin), three named agents (MahaCitizen · MahaOfficer · MahaHealth), one pilot district — and a 100-day plan to a live sovereign frontier intelligence platform for the State.
"Maharashtra should not buy frontier AI. Maharashtra should build it — together with Canada."
Shiva Prasad · Founder & CEO, Daisy Intelligence · Toronto · Mumbai · New York
For ministries & departments
Bring sovereign AI to your department.
Pilot a Daisy-powered agent inside your ministry in 90 days, with audit-grade decision logs and full Maharashtra data residency.