Namit Sehgal ยท Runtime AI Governance
Runtime Governance for Regulated AI

Enterprise AI Forward Engineering & Governance at Runtime

We help enterprise teams architect, govern, and observe multi-agent AI systems in production. Secure by design, audit-ready for regulatory frameworks like MAS SAFR.

For CISOs · Chief Risk Officers · VP Engineering · Enterprise AI Architects — Finance & Healthcare

22+
Years Leading Enterprise Technology Transformation
1,000+
Production Workloads Migrated Securely
Multi-BU
Data Modernization Across Business Units
Mission-Critical
AI Systems Running in Regulated Production

Service Pillars

Production-grade patterns for running agentic AI safely at enterprise scale.

Why business use cases must drive AI infrastructure

AI Forward Engineering

Multi-agent orchestration, deterministic System 2 rule engines, semantic routing (JEV/Laya), and agentic workflow integration.

AI Observability & GovOps

OpenTelemetry tracing, token cost optimization (FinOps), tiered evaluation pipelines, and real-time execution monitoring.

Runtime Cloud Security & Governance

Zero-trust Policy Decision Point (PDP) sidecars, loopjacking defense, cryptographic action-binding (H(A) ≡ H(B)), and MAS SAFR compliance.

Multi-Cloud Infrastructure & DevSecOps

Production-grade GCP & Azure architecture, Infrastructure-as-Code (Terraform), VPC networking, and resilient CI/CD pipelines.

Framework First

Battle-tested patterns, not sales slides.

Our open architecture patterns are designed to surface and prevent runtime failure modes before code is deployed — positioned around published, production blueprints and technical leadership rather than client logos.

Design

Threat-model agentic workflows and define deterministic guardrails up front.

Govern

Enforce zero-trust policy decisions and cryptographic action-binding at runtime.

Observe

Trace, evaluate, and cost-optimize every agent execution in production.

Featured Blueprints

Architecture deep dives published on articles.namitsehgal.com.

Visit the Blueprint Hub
Financial Services

The Executive AI Blueprint: Unlocking Sustainable Operating Leverage Across Financial Services

Pillars: Banking · Investment · Insurance

Read the blueprint →
Enterprise Infrastructure

The Enterprise AI Blueprint: MLOps, LLMOps, Disaggregated Serving, Infrastructure, and Governance

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Production AI Engines

Escaping “Framework Fatigue”: The Full-Lifecycle Architecture for Production AI Engines

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Flagship Projects

Production systems built and shipped in regulated industries.

Legal AI

Engineering Production Legal GenAI: True Neuro-Symbolic Architectures, Knowledge Graphs, and Singapore Common Law

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Healthcare

Human-AI Complementarity in Healthcare: Building Deterministic Control Planes for Generative AI

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MAS SAFR

Agentic AI Governance: Operationalizing MAS SAFR, Federated Gateways, and Human-in-the-Loop Flywheels

Read the blueprint →
For the Boardroom

Executive Playbooks

Strategic frameworks for CTAIOs, CISOs, and boards sourcing, scaling, and governing enterprise AI.

AI Sourcing

The Cloud Leader’s Guide to AI Sourcing: Architecting Ecosystems and Contractual Governance

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CTAIO Playbook

Chief Technology AI Officer (CTAIO) Playbook: Strategic Frameworks for Enterprise AI Scaling, Product Transformation, and Ecosystem Governance

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22+ Years of Technical Leadership

Credentials across leading cloud and AI ecosystems — the foundation behind these architecture patterns.

Google Professional ML Engineer Azure AI Engineer Associate Google Professional Data Engineer Databricks Platform Architect

Let's Architect Your Runtime Governance Layer.

Book a 30-minute AI Architecture & GovOps Consultation to discuss how to govern, observe, and secure your multi-agent AI systems in production.