Pan-Canadian · English · Mid-market
Most mid-market companies have invested heavily in data — systems, analysts, dashboards. And yet the most important questions still get answered slowly, inconsistently, or not at all. The gap is rarely technical. It is almost always a leadership gap. I close that gap, on a retained basis, without the overhead of a full-time hire.
When was the last time a data insight changed a decision in your boardroom — before the decision was already made?
If any of these sound familiar
Engagement model
Most companies know they have a data problem. Few can articulate what it is or what to fix first. Every engagement begins with that conversation — no assumptions, no template. Just an honest look at where you are and what would actually move the business.
Diagnostic Sprint
Starting from $4,500 · One-time
Not sure what your data problem actually is? Eight focused days finds out. We assess your data maturity, identify the gaps, and hand you a 90-day roadmap you can act on — with or without ongoing support. Most clients say this conversation alone was worth it.
Starter Retainer
Starting from $4,500 / month · 3-month minimum
A full-time CDO costs $250K–$400K annually. This gets you the same senior data leadership for $54,000 a year — four dedicated days per month, focused entirely on turning your data into decisions that your leadership team actually uses.
Growth Retainer
Starting from $7,000 / month
Six days per month for organizations mid-transformation. Everything in Starter, plus operating model design, analytics roadmap ownership, and hands-on team development.
The problem
After 25 years across financial services, professional services, technology, industrial, and global operations — the same three patterns appear in almost every mid-market company I've worked with. The industry changes. The gap between data and decisions doesn't.
You have data. So why are the hard questions still hard?
Your business captures more data than ever — from operations, customers, finance, and teams. But when a critical question hits the boardroom, assembling a credible answer takes days. By the time it arrives, the decision has already been made on instinct. Sound familiar?
You hired analysts. Why isn't anything changing?
Smart people. Good dashboards. And yet the needle doesn't move. Because nobody in the room has the executive authority to say: this is what this means strategically, and here is what we need to change. Technical capability without leadership authority produces reports, not decisions.
You know you need a CDO. But is now really the time?
A Chief Data Officer costs $250K–$400K fully loaded and takes six months to find. Most mid-market companies aren't ready for that — but they are past the point where the data gap is costless. There is a third option between "do nothing" and "full-time hire." This is it.
Track record
These outcomes are drawn from 25 years of global transformation work. Client names are withheld — results are not.
Data governance & compliance
18% improvement in compliance accuracy. $7M projected in annual cost savings.
End-to-end KYC modernization for a global bank. Workflow automation redesign, data governance framework, and compliance operating model rebuilt from the ground up in 6 months.
Data quality & operating model
Enterprise data quality lifted to 86%. Operational friction reduced across 4 business units.
Insights-led transformation strategy for a large industrial conglomerate. Governance redesign, technology simplification, and analytics-ready workforce capability built in 18 months.
Analytics-led operations
Visa rejection rate reduced by 35 points. Service SLAs improved by 25%.
Transformed a compliance-driven global mobility function into an analytics-enabled operation. Human-centric redesign with data as the operational backbone.
Automation & cost transformation
$8.5M in cost savings delivered. Cost-to-serve reduced by up to 45%.
RPA and automation program across global shared services operations. Scaled delivery model while maintaining quality — data-led decision-making throughout.
About
Ganesh
Founder, Keystone Data Advisory
"Data is not a technology problem. It's a leadership problem. And leadership problems need a human in the room."
PROSCI Change Management Practitioner
LEGO® Serious Play® Systems Facilitator
Tableau Data Scientist
Professional Scrum Master II
Graduate Diploma, Data Science — IIIT Bangalore
Certificate, Business Analytics — University of Cambridge
I have spent 25 years watching organizations collect more data than they know what to do with. In financial services, professional services, technology, and global industrial operations — across Asia, Europe, and North America — the pattern is always the same: data infrastructure without data leadership.
Dashboards get built. Reports get distributed. And decisions still happen on gut feel in the boardroom, because nobody in the room has the mandate, the methodology, or the credibility to say: this is what the data is telling us, and here is what we should do about it.
That is what I do. Not as a consultant who recommends and disappears — but as a senior partner who works alongside your leadership team, month after month, until data is actually how your business thinks.
I work with a small number of mid-market companies at a time. Engagements are private, focused, and built around your specific situation — not a methodology template. If this sounds like what you've been missing, I'd like to talk.
Let's talk
If you've reached this point and recognised your company in what you've read — the slow answers, the unused dashboards, the decisions that still happen on gut feel — it is worth a conversation. Not a sales call. Thirty minutes to understand your situation and give you an honest view of whether this can help.
Keystone works best with companies that are 50–300 people, English-speaking leadership, and ready to treat data as a genuine strategic priority. If that's you, I'd like to hear what you're working on.
Book a 30-minute conversation ganesh@keystonedataadvisory.ca