Know where AI will create value.
Then build it.
Proofline helps CEOs and leadership teams find where AI can change the economics of the business, quantify the upside, and build the systems that deliver it.
No vendor commissions. No generic AI playbook. If AI won't improve the economics, we'll say so. When it will, we design and build it with you.
Experience behind the advice
Technology & AI transformation engagements led
Global reach of products and platforms launched and transformed
Products launched
Person teams led
Figures reflect Mitesh's career track record across enterprise transformation, product leadership, and venture work.
From AI questions to measurable outcomes.
We start with the business, establish the economics, and build only what earns its way forward.
What the work looks like
Five engagements across media operations, consumer finance, healthcare workflow, wealth product strategy, and AI commercialization. Different problems, one starting point.
The technology is rarely the hardest part.
AI initiatives usually stall somewhere else: unclear processes, unreliable data, weak ownership, or no baseline against which to prove improvement.
That's why we start with how the business works today: what the work costs, where it breaks, and what your organization can realistically support. Once that's clear, the investment decisions become much easier.
What usually brings clients to us
“We know AI matters. We don't know where to start.”
You want a plan grounded in your business, not another deck of AI trends.
“This process won't scale without adding people.”
Growth is driving headcount, cost, or complexity faster than it should.
“We've tried AI, but we can't prove the ROI.”
Pilots exist, but they haven't translated into measurable business impact.
Before you build the roadmap, find the constraint.
AI initiatives are only as strong as the business around them. We assess six dimensions - data, process, technology, talent, governance, and leadership - to show where you're ready to move, where you're exposed, and what needs to change first.
Process readiness is the constraint
A profile like this one describes an organization with real leadership commitment sitting on top of a process nobody has defined well enough to measure. Until that changes, an improvement can be delivered but not proven.
The online assessment gives you a directional score across the same six dimensions we use in client engagements. See where you appear ready, where the biggest constraints may be, and what to investigate first.
Then compare your profile with the organizations in our case studies.
AI transformation measured in outcomes.
A selection of results from engagements led by Proofline's principal. Each one links to the case study behind it.
Three ways to work with Proofline
Most clients start with an assessment. Where the economics hold up, that becomes a transformation, and for some, an ongoing advisory relationship after it.
AI Opportunity & Readiness Assessment
Identify the highest-value opportunities, quantify the business case, and understand what needs to be true before you invest.
AI Transformation
Turn the highest-priority opportunity into a measurable operating result, from process redesign and technology decisions through implementation.
Ongoing AI Advisory
An ongoing strategic partner for leadership teams navigating new opportunities, vendors, investment decisions, governance, and the next wave of AI initiatives.
Selected work
Company names and certain identifying details have been anonymized or generalized to protect confidentiality, except where clients have approved disclosure.
From AI experiments to an operating capability.
Digital Media Organization
Read the case study
AI transformation · Consumer financeUsing AI to reimagine a legacy retail business model.
Pettito / Fidavio
Read the case study
AI product transformation · Wealth intelligenceFrom wealth tracking to an AI operating system for capital.
IOMI
Read the case study
Who you'd be working with
Senior advice from someone who's done the work.
Proofline is led by Mitesh Vashee, an AI, product and business transformation executive with more than two decades of experience building companies, launching products, and leading transformation programs at executive level.
Years of experience
Startup founder
AI and technology innovation hubs built
Proofline intellectual property
Download our AI playbook and guide
Leadership teams get stuck in two distinct places, and the two need different tools. We publish the frameworks we use for both.
Playbook · 7 pages
The AI Value Creation Playbook
“We know AI matters. We don't know where to start.”
For teams with no shortlist yet. Four steps that start from the work your business already does: find the recurring workflows worth examining, price one of them properly, decide what AI's role should be, and prove it before you scale. Includes a worked unit-economics example and a printable readiness scorecard.
Find the work · Price the work · Make the decision · Prove it
Guide · 8 pages
The AI Opportunity Prioritization Guide
“We have more AI ideas than capacity. Which ones get funded?”
For teams with a shortlist already on the table. How to rank competing initiatives against value and feasibility, the five questions to ask before funding any of them, and when to automate, augment, build, buy, or leave a process alone. Includes an executive readiness test you can run with your leadership team.
Value × feasibility · Five questions · The executive test
Start with where you stand
Fourteen questions across the six dimensions that decide whether an AI initiative survives contact with an operating business. You'll get a directional score, the constraint most likely to slow you down, and where we'd suggest looking first.
- Data foundation
- Process readiness
- Technology fit
- Talent & adoption
- Governance & risk
- Leadership alignment