For companies & leadership teams
I work with founders, managers and leadership teams who've seen what AI could do and now need it to work for real.
Free 30-minute intro call. No pitch deck needed.
Every engagement is scoped with you first.
For leaders with a stalled AI pilot, a messy process, or a "should we even use AI for this?" question.
You get: an honest first read on what's blocking you, and a short written follow-up with the next step.
Book a free 30-minute callFor leadership teams who need a shared view of where AI fits before they spend money.
You get: a half- or full-day working session on your business, a shortlist of AI opportunities ranked by value and risk, and a 90-day plan.
Fixed fee, quoted per team.
For companies who know AI could help but aren't sure where to start, or have too many ideas and no priorities.
You get: a map of how one or two teams work today, the three workflows where AI pays off most ranked by impact and effort, and an architecture and 90-day plan you can build on, with me or without me.
A two-week engagement, scoped on a free intro call and confirmed in a written fixed-fee proposal.
For teams ready to take one workflow to production.
You get: a working workflow in your systems, including agents, integrations, evaluation and human approval steps, and a team that knows how to run it.
A four-to-eight-week starting scope. Timing and fees are agreed after the audit, based on access, integrations and complexity.
For startups and companies who need senior AI strategy and architecture judgment, but not a full-time hire.
You get: two to four days a month of strategy, architecture reviews, tool and vendor decisions, and team guidance.
Monthly retainer. Cadence, availability and fees are agreed together.
For harder problems like task allocation, scheduling, optimisation or getting multiple agents to coordinate. That's where the research side of my life comes in handy.
Email me with the problemA working method across engagements, with the depth matched to your situation.
Find the real blocker.
Trace the work, the people and the data. Separate the symptom from the constraint.
Make the trade-off explicit.
Put value, risk, cost and team capability on the same page before choosing the build.
Leave a path forward.
Turn the decision into an architecture, a delivery plan or the first focused workflow.
Business strategy
Plan your company's next AI move without a full audit. Current prices, availability and booking terms are shown on Topmate.
For founders and business teams who want a clear AI plan without a full audit. A prep questionnaire, 90 focused minutes, and a written 30/60/90-day AI plan within 48 hours. The fee is credited toward an Audit if you go ahead within 30 days.
Looking for help for yourself? Explore practical AI for individuals.
I work best with teams ready to name the problem, involve the people doing the work and make the trade-offs explicit.
We use 30 minutes to understand your workflow and what's blocking it. You get an honest first read and a short written follow-up with the next step. Paid sessions are dedicated planning time.
Yes. I work remotely with teams in India and abroad.
Then that's the first thing we'll figure out. Sometimes the honest answer is "not yet".
Yes. See the Press & speaking page for topics and contact details.
Yes. The work can complement an internal delivery team. Ownership, access and handover are part of the scope, not details to resolve at the end.
We agree evaluation criteria and a realistic scope before committing to implementation. Results depend on the workflow, data, integrations and adoption; ROI and a production launch aren't guaranteed.
If you're looking for a guaranteed return, a model demo with no workflow owner, or a tool purchase before defining the problem, this is probably not the right engagement.
Start with a non-sensitive description. We can agree the appropriate confidentiality and access arrangements before exchanging private data or internal materials.
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