Building Defensible AI for Regulated Enterprises.
From Boardroom Conviction to Enterprise Capability. SMMARUN is the practice that delivers Responsible AI Governance, Digital Risk Governance, and the evidence that makes AI defensible, for boards and operators in regulated enterprise.
We enable your Responsible AI roadmap to move at speed while your customers remain protected, and ensure your implementations stand up to the forensic rigor of the regulator.
Eighty-eight enterprises out of every hundred have invested in AI. The governance gap is where SMMARUN delivers.
Four audiences where SMMARUN works. The tightest regulation, the largest consequence for the customer and the regulator, and the institutions that train and govern the field.
Healthcare, Pharma, and Banking are where SMMARUN leads with named cases and live deployments. Education and Policy Makers (intertwined with the think tanks shaping the frame) is where the next decade of operators is being trained. The audit window changes shape; the operating posture does not.
Where the patient is the principal.
Patient protection and AI speed, achieved together. Indian healthcare AI faces the densest regulator overlap of any vertical. SMMARUN turns that overlap into a single operating discipline.
Governance frameworks for every regulator, masterclass training for clinical leaders, and ByteVerity's deterministic evidence delivered. Examiner-ready posture in 90 days.
Provenance becomes the product.
Provenance and AI speed, evidenced together. Indian pharma faces unique IP and patient-safety exposure across discovery, trials and pharmacovigilance. SMMARUN turns that exposure into a single operating discipline.
Provenance frameworks for every regulator, masterclass training for research leaders, and ByteVerity's deterministic evidence delivered. Examiner-ready posture in 90 days.
Every model decision is a defensible decision.
Defensible decisions and AI speed, achieved together. Indian banking AI faces the dual scrutiny of RBI, SEBI and IRDAI on every model-led decision. SMMARUN turns that scrutiny into a single operating discipline.
Lifecycle governance for every model, masterclass training for board and CXO, and ByteVerity's deterministic evidence delivered. Examiner-ready posture in 90 days.
Where the next decade of AI operators is trained.
Governance literacy and AI capability, taught together. India's GCC and policy estate needs a generation of governance-literate AI operators. SMMARUN co-builds curriculum, certification and labs to deliver them.
Co-branded curriculum, certification and lab programmes, calibrated for GCCs, institutions and policy bodies. Operators ready in 90 days.
Three services. One discipline. Defensible AI for regulated enterprise.
AI Governance, Fairness and Risk
संयम · saṃyama
Customers protected by design, not by exception. The compliance head sets the standard the regulator is moving toward. Every AI action carries signed, verifiable evidence any examiner can check offline.
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Your AI investments deliver returns because the controls hold while the system moves. The estate is held against DPDPA, RBI FREE-AI, SAHI, BODH, IRDAI, SEBI and ICMR as one operating posture.
- DPDPA readiness, operationalised
- RBI FREE-AI: the seven Sutras, in practice
- SAHI · BODH · IRDAI · SEBI · ICMR alignment
- Use-case registries with named accountability
- Persona risk exposure matrix and control implementation
- ByteVerity deterministic evidence substrate integrated
AI Governance - Practitioners Program
साधना · sādhanā
Boards making AI decisions with the calibration of a regulator-led review. CXOs designing to the line, not guessing where it sits. Operators shipping faster because they know what the audit will ask.
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Calibrated for board, CXO, technical and risk audiences in turn. Curriculum anchored to ISO 42001, NIST AI RMF, EU AI Act, and the India regulatory stack. Co-branded certification with premier academic institutions.
- ExecClass for boards and CXOs
- Three-day intensive for technical & risk leadership
- Cohort-based, peer-to-peer, on-the-record
- Curriculum anchored to ISO 42001, NIST AI RMF, EU AI Act, and the India regulatory stack
- Shrink-wrapped, Tailor-Made, or Hybrid delivery
- Co-branded certification with premier academic institutions
Digital Risk Governance Platforms
यन्त्र · yantra
AI systems move from idea to production with audit-ready evidence attached. ByteVerity's deterministic substrate intercepts every action, signs every receipt. The customer never meets an agent the institution cannot answer for.
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EvoluteIQ's enterprise automation scales with guardrails encoded as policy. Vivikta covers SME healthcare and banking architecture. Full audit trace on every orchestration step.
- ByteVerity: signed, un-tamperable evidence of every AI execution
- EvoluteIQ: enterprise automation, Gartner MQ RPA 2025, 3,000+ connectors
- Vivikta: SME Healthcare & Banking architecture and solutioning
- Full audit trace on every orchestration step
- Sector-specific guardrails encoded as policy from start
SMMARUN is a single practice. Governance, Practitioner program, and RAIGDRG Implementation Engine held as one disciplined act. Responsible AI Governance plus Digital Risk Governance equals Defensible AI. The reason a customer stays is the same reason a regulator nods: the work holds up. If that is the standard you are trying to hold, write to us.
The Triage: India's Decade of Execution
India has the policy on three existential pillars: renewable energy, water security, digital sovereignty. The next decade decides whether it executes. A forensic 101-slide read with six concrete policy recommendations.
If you are building AI that must be answerable and defensible, we would like to meet you.
We take a focused number of engagements. Each begins with a conversation about what your institution is trying to achieve while staying protected.