Bibeka Advisory · AI & Strategy · May 2026
The Right Strategy Makes AI Look Like Magic
Eighty-eight percent of organizations now use AI in at least one part of the business. Only about 6% qualify as McKinsey's "AI high performers" — those attributing 5% or more of EBIT to AI and reporting significant value. The gap between adoption and impact is the most important business story of the decade.
By Jasneet Singh, CPA (NY), MBA · Bibeka Advisory · Also published on
Substack
The conversation in most boardrooms — and most kitchen tables — is the wrong one.
The question owners keep asking is:
which AI tool should we buy?
The right one is harder:
which parts of our business model are no longer worth defending?
McKinsey's 2025 State of AI report shows the gap clearly — 88% of organizations now use AI in at least one business function, but only about 6% qualify as "AI high performers" attributing 5%+ of EBIT to AI and reporting significant value. The adoption wave already arrived. Real bottom-line impact is still rare.
Productivity gains, by themselves, do not produce durable competitive advantage. Competition erodes them. The technology becomes a baseline cost, not a differentiator.
Every previous technology wave told the same story.
When one coffee shop adds AI ordering, it saves time. When the four shops on the same street add it, the saving disappears for everyone. The technology becomes a baseline cost. McKinsey's strategy team made the point directly: real value from AI comes from
reshaping offerings, business models, and market structures
— not from squeezing more output from the existing model. The owners who built wealth in past technology waves used the technology as a trigger to
rebuild the business model
— different pricing, different customers, different services. The tool was the catalyst. The model change was the value.
92% of Canadian SMBs use digital tools. Only 10% have fully integrated them.
The CFIB's 2025 digital adoption study surfaces the gap that explains everything. 92% of Canadian SMEs use digital tools; only 10% have fully integrated them across core operations. CFIB calls this top tier "Digital Leaders." They report
$2.40 in returns for every $1 invested — 1.7× higher than their less digitally mature counterparts
, against an SME average of $1.60 per $1. Adoption is widespread. Full integration is rare. That gap is where wealth is being built right now.
What "rebuilding the business model" actually means.
For an owner-operated business, the rebuild usually means changing one or two of these — not all five, and rarely all at once. The diagnostic tells you which one.
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Who you serve.
Customer segments that look similar but have wildly different unit economics. Walking the wrong accounts is a model decision.
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How you price.
Quotes built on 2022 cost assumptions are leaking margin every day.
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How customers experience the business.
A three-day quote against a competitor's instant quote is a comparison the owner doesn't see.
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How decisions get made.
The data is in the business. Structured analysis isn't. AI doesn't fix that — a diagnostic does.
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What you actually sell.
The hardest one, and the highest-value one. AI changes the economics of reframing the offer itself.
A Worked Example — A 14-person professional services firm.
The tactical view:
AI saves 15 hours a week of senior staff time. At $200/hour × 50 weeks, that's $150,000 of capacity unlocked. Sounds like a win.
The honest math:
A competitor does the same thing within twelve months. Both firms quote faster. The market notices. Hourly rates drift down at the margin. The saved time gets re-priced into the market. The firm is back where it started — with a higher software bill.
What should have happened:
Use the unlocked capacity to offer something the market doesn't have. A monthly strategic review. A proactive risk audit. Something that shifts the relationship from billable transactions to retained advice. That isn't a productivity gain. That's a business model change.
The mistake isn't being late to AI.
The mistake is treating AI as a tools question when it is a business model question — and discovering, three years from now, that the productivity gain you bought has been priced into the market and the only thing different about your business is the software bill. The owners who rebuild the model in the next twelve to twenty-four months will be operating against a market that hasn't caught up. The ones who wait will be operating against a market that has.
Also published in full on Substack:
bibekaadvsiorytax.substack.com
Published by Bibeka Advisory for informational purposes only. Nothing in this article constitutes tax, legal, or financial advice.
Bibeka Advisory · Thought Leadership · April 2026
AI Levels the Field for Small Business.
For the first time, small businesses have access to the advisory tools big firms used to gatekeep.
For most of modern business history, there has been an advice gap. Large enterprises had strategy consultants, legal departments, and financial advisers on retainer. Owner-operators had a bookkeeper and an accountant they saw once a year. The gap wasn't about intelligence or ambition. It was about access. Coordinated advice — across tax, legal, operations, and capital — was simply priced out of the market for any business below a certain size. The owner had to carry all of that alone.
What is changing now is the cost of coordination. AI doesn't replace the expertise — a language model can't sign a tax return or appear before a tribunal. But it can dramatically reduce the overhead of assembling and applying that expertise at the scale of a $3M business instead of a $300M one. The small business Sisyphus has always pushed the rock. For the first time, someone handed them a lever.
Read the full article at:
bibeka.ca/insights/small-business-sisyphus
About Bibeka Advisory
Bibeka Advisory is a cross-border tax and business advisory firm for owner-operated companies. Led by Jasneet Singh, CPA (NY), MBA — fifteen years of practice at EY (New York, International Tax), PwC, Deloitte, and BDO. The firm advises on US and Canadian tax compliance, cross-border structuring, M&A due diligence, and operational strategy.
What makes it different:
Most Canadian accounting firms refer cross-border US work out. Most US firms don't know Canadian tax. Bibeka does both — and does both with the same adviser who knows your full business picture.
Who we work with:
Owner-operators in Ontario and across Canada with US business activity, US clients, or cross-border complexity. Businesses between $1M and $30M in annual revenue. Founders, operators, and sellers who need coordinated advice — not a referral to someone who doesn't know the file.
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Cross-border tax compliance (US & Canada)
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Business structuring and incorporation advisory
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Owner-manager compensation planning
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M&A due diligence and transaction advisory
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Profit improvement and margin diagnostics
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AI and digital strategy for owner-operated businesses
Contact:
bibeka.ca/about
Bibeka Advisory · bibeka.ca · © 2026 · All content for informational purposes only.