Where most of our conversations begin
The reality of running a small to medium business.
Six problems show up again and again, across six very different industries. If several of these describe your organization, you are in ordinary company.
- Banks & Credit UnionsThe data sits in your core and your CRM, and nobody can reach it.
- Independent AdvisorsAdmin eats 40% of an advisor’s week, capping how many households you serve.
- Healthcare & Health-TechThree to six percent of net revenue leaks through billing, unnoticed.
- Supply Chain & LogisticsUnbilled accessorials quietly remove up to 15% of top-line revenue.
- Growth-Stage StartupsFinance, sales, and operations each report a different revenue number.
- Every sectorAround 60% of AI projects are abandoned for want of AI-ready data.
We are advocates for mid-market companies — businesses that deserve enterprise-grade data and AI leadership without the enterprise overhead, the software sprawl, or the vendors who profit from their complexity.
Arvind Mozumdar, Founder & Principal
Fractional Data & AI Leadership
Senior data and AI leadership, without the full-time hire.
Most mid-market organizations do not have a data problem or an AI problem so much as a leadership gap. When nobody senior owns the data, the reporting starts to disagree with itself, the software spend creeps upward, and the automation projects stall somewhere short of production. A Fractional Data Leader closes that gap for a fraction of what an executive salary would cost you.
Don’t do it alone.
Get expert help and guidance.
A Fractional Data Leader helps you work through these challenges by making better use of the data you already hold, streamlining and automating the processes around it, and applying AI where it genuinely earns its place. Two seats do that work, and in smaller organizations they are frequently the same person.
Fractional Data Officer
Owns the quality, strategy, and governance of your data. Moves teams off disjointed spreadsheets, standardizes the metrics your leadership team relies on, and builds governed pipelines ready for reporting, automation, and AI.
Fractional CIO
Architects your internal systems. Integrates ERP, CRM, and warehouse platforms, manages technology and data strategy, and directs the cloud migrations that your data and AI initiatives depend upon.
Engaged the way that fits your business, typically 10 to 20 hours a week on a flexible monthly retainer that scales up or down as your needs change.
Who we work with
Start where your problems are.
The pressures differ in every sector, and so does the language leadership teams use to describe them. Choose the one closest to your business and you will find the specifics: the numbers, the regulatory weight, and what the first ninety days look like.
Banks & Credit Unions
Community and regional institutions, $250M–$10B in assets
See the specificsIndependent Advisors
RIAs, franchised advisors, and independent practices
See the specificsHealthcare & Health-Tech
PE-backed platforms, provider groups, and health-tech
See the specificsSupply Chain & Logistics
Carriers, 3PLs, brokerages, warehousing, and manufacturers
See the specificsGrowth-Stage Startups
Series A–C companies scaling past founder-led operations
See the specificsOther Mid-Market
Distribution, professional services, and PE portfolios
See the specificsOutcomes
Measured, not promised.
Engagements are scoped to results you can put a number against rather than hours logged against a timesheet. Two recent examples give a sense of the shape of the work.
5 hours → 30 minutes
A vendor inventory process that consumed more than five hours per person every week now runs in thirty minutes, with a competitive pricing database produced along the way as a by-product.
60% → 150%
Automated sales outreach lifted weekly customer reach from 60% to 150% of the base at full inventory-match accuracy, worth between $2,000 and $5,000 a week in incremental sales.
The fractional economy
The market has already made this move.
Fractional leadership has moved from an improvised arrangement to an established category over the past three years, and the numbers behind that transition are worth knowing before you weigh the decision.
$24.7B
Projected global fractional-executive market by 2034, up from $9.4B in 2025
40–67%
Cash savings versus the all-in cost of a permanent C-suite hire
6x
Faster time-to-value: 30–45 days versus 6–9 months for a permanent hire
30%+
Of midsize enterprises will retain a fractional executive by 2027
In their words
What clients say.
In our collaboration, Arvind demonstrated a deep understanding of our analytics needs, aligning them with our strategic objectives. His approach was not only highly specialized but also impactful — he recommended solutions that genuinely moved the needle for our organization.
What sets Arvind apart is his unique combination of technical expertise and strategic insight. Arvind excels at bridging the gap between technical and business teams, communicating complex ideas with clarity, and fostering collaboration across diverse stakeholders.
I've had the pleasure of a very long working relationship with Arvind. He has expertise that was applied to marketing optimization, claims analytics and fraud detection, consumer experience and lifetime value prediction. While his list of specific challenges he's tackled is long, the best part about working with Arvind is that he's curious and constantly learning and adapting. He stays current, he draws connections from other industries, and best of all, he can take the highly complex and make it simple to understand and apply which is very hard to find.
Start with a conversation.
Half an hour is usually enough to establish whether fractional leadership suits where your business currently sits, and you will get a straight answer either way. There is no obligation attached, and no proposal unless you ask for one.