Before you deploy, find out what breaks.

01

Conversational AI

Most chatbot and voicebot projects stall on accuracy, trust and adoption. I design, evaluate and govern conversational systems so they reduce workload without eroding confidence.

Outcome: assistants people use, and leaders can stand behind.

02

Agentic AI

Autonomous agents promise leverage but raise hard questions of control and accountability. I scope the right use cases, design orchestration and guardrails, and keep a human in the loop where it matters.

Outcome: automation that stays reliable and accountable.

03

LLM Strategy

Build or buy, open or closed, data and compliance: the model landscape is noisy. I help you set a defensible strategy: architecture, evaluation and governance that fit your risk profile.

Outcome: a clear model strategy, free of vendor lock-in.

04

Decentralized Physical Infrastructure

DePIN is emerging fast and hard to assess soberly. Drawing on my research, I evaluate feasibility, tokenomics, governance and operational risk, separating durable opportunity from noise.

Outcome: a clear-eyed assessment and roadmap.

05

Cybersecurity & Resilience

Critical services are only as trustworthy as they are available. I help organisations test and strengthen their resilience against DDoS and other availability attacks, and assess the security risks that AI systems and autonomous agents introduce.

Outcome: infrastructure that holds up under attack, with the evidence to prove it.

Public sector

Citizen services where accountability and transparency come first.

Healthcare

Patient-facing and operational AI where privacy and accuracy are non-negotiable.

Utilities

Critical infrastructure where reliability defines success.