Advisory for platform strategy and agentic AI governance.
Selective engagements with leadership teams building governed, AI native engineering organizations.
Agentic AI Governance & AgentOps
The operating model, guardrails, and observability to run autonomous agents safely at enterprise scale. Agent governance councils, human-in-the-loop controls, behavioural drift detection, and the AgentOps discipline that keeps autonomous systems accountable. For leaders moving from AI pilots to agents that act on real systems.
AI-Native Platform Engineering
Designing platforms with intelligence built into the foundation, not bolted on. GenAI copilots in the SDLC, AI gateways and centralized LLM orchestration, AI-powered observability, and the platform architecture that lets AI scale securely across hundreds of engineers. For organizations making AI a first-class platform capability.
FinTech, Payments & Financial Crime Platforms
Platform and data architecture for environments where getting it wrong is not an option. Drawn from delivering AML, transaction monitoring, sanctions screening, KYC, and cross-border payments across Tier-1 financial services, improving detection effectiveness by around 30 percent. For regulated businesses that need scale and audit readiness together.
Customer Data & Enterprise Architecture
Customer 360, data platforms, and API strategy that turn fragmented data into a governed, usable asset. Built on large-scale customer data migrations, enterprise API governance, and data architecture serving global retail and financial businesses. For teams unifying customer data without losing control of it.
Engineering at Scale & Operating Model
Platform as a product, golden paths, multi-tenant architecture, and the developer experience that drives adoption. Grounded in consolidating 110+ environments into multi-tenant Kubernetes, cutting deployment cost by half and onboarding by 40 percent, and leading engineering organizations of 300-plus. For leaders standardizing without slowing teams down.
Executive & Board Advisory
Translating platform and AI strategy into the cost, risk, and revenue outcomes leadership teams can act on. Twenty years of turning complex engineering decisions into clear business tradeoffs, from FinOps discipline to build-versus-buy calls worth millions. For boards and executives who need the technology narrative to make business sense.