Field note 003 · Craig Richardson · 7 min read
The knowledge your business couldn't reach until now.
Most of what your business knows is out of reach when a decision needs it. Here's what we can do about it.

In this field note
Most of what you know is out of reach
The cost lands on your decisions
How big decisions are made today
What the winners do with what they know
Why it matters for small and mid-market companies
Knowledge you could not reach until now
How Ratio helps you own what you know
Questions for your next board meeting

Every business knows more than it can use, and needs more than it can reach. Which moves to make, and the probability that each will succeed. Whether the moves already under way are working, and which assumptions behind them still hold. Where the business makes money and where it does not, by product, customer and job. How well the sales team is really performing. How competitors are responding, and how they might respond next. Which capital, people and management time could be moved to where they would earn more.
Most of this is scattered across systems, board papers and a few people's heads, or sits outside the business altogether, and it is hard to find when a big decision needs it. In our field notes What the Superstar Economy means for your business and Six bold moves that change your odds of success we described what the winners do differently: they decide better, execute faster and govern better, and they make bigger moves than their rivals. All of that depends on what a business knows and how quickly it can use it. This field note explains why so much knowledge is out of reach, what it costs, and how to turn it into an asset you own.
Most of what you know is out of reach
Knowledge comes in two kinds. Explicit knowledge is written down: the accounts, the contracts, the procedures. Tacit knowledge is held in people's heads: judgement, experience, relationships and the reasons behind decisions. Knowledge management researchers have long held that most of what an organisation knows is tacit.
Surveys of employees point the same way. A large share of the knowledge people use at work is unique to them, so when they leave, their colleagues cannot do that part of the job. Better software has not solved it. Most knowledge workers still say the quickest way to find what they need is often to ask someone or call a meeting.
The cost lands on your decisions
Lost time is the visible cost. The larger cost is the decision made without the knowledge that should have shaped it. A board approves an acquisition without the lessons of the last one. A price rise repeats a mistake made five years earlier. A strategy is set without a clear record of which assumptions held last time and which did not.
That knowledge rarely survives a change of people. Most organisations do not consistently capture what their people know before they retire or leave. Every departure takes part of the company's judgement with it.
How big decisions are made today
The decisions that shape a company's future, such as which market to enter, what to acquire, where to invest and what to stop, are rarely made from a shared drive. They are made from market research, management reports, complex analysis, a few experienced people's judgement and the occasional outside report.
Each of these is built for a single meeting. The board paper sets out the recommendation, but the alternatives considered, the assumptions behind the numbers and the odds of success seldom survive it. When the results come in, they are rarely set against what was expected. So the next big decision starts again from the same few people's memory.
The knowledge outside the business is even harder to reach. How often moves like yours succeed, how your margins and productivity compare with your rivals, what is changing in your markets: large companies pay strategy teams and consultants to gather this for every major decision. Most smaller companies make the same decisions without it.
What the winners do with what they know
Knowledge sits underneath each of the disciplines described in What the Superstar Economy means for your business and Six bold moves that change your odds of success.
Deciding better needs a memory: the outside view asks how often plans like yours succeed. Part of the answer lies outside the business, in research and benchmarks. Part of it lies inside: what your company tried before, what it expected and what actually happened. Without that record, every big decision starts from scratch.
Executing faster needs intent to travel: a bold move passes through many hands before it reaches the front line. If the reasons and the limits do not travel with it, people fill the gaps with their own assumptions, and the move loses force at every step.
Governing better needs a learning loop: retesting a strategy against alternative pathways depends on knowing which assumptions held and which failed. Each result should make the next decision better informed, in a continuous cycle in place of an annual review. Without a record, the same lessons are learned again at the same cost.
As we approach artificial general intelligence, meaning AI that can match people across most kinds of thinking work, analysis and execution are becoming abundant. What a business knows (and can now know) about its own markets, customers and decisions is becoming harder to copy. That makes it one of the few advantages a company can build that its rivals cannot simply buy.
Why it matters for small and mid-market companies
In a smaller company, much of the most valuable knowledge sits with very few people: the founder, a long-serving finance manager, the senior salesperson who holds the key relationships. Large companies have more people, more systems and more overlap, so one departure rarely takes a whole area of knowledge with it.
That concentration creates three problems. It makes the business fragile when a key person leaves, falls ill or retires. It slows decisions, because they wait for the one person who remembers. And it makes the business harder to grow, fund or sell, because what it knows cannot be passed on easily. The same concentration is also an opportunity. A smaller company has less knowledge to capture and fewer layers to capture it through, so it can build a knowledge asset faster than a large one.
Knowledge you could not reach until now
Until recently, gathering and analysing knowledge at that depth took large teams, so only large companies could afford it. That has changed. Your CFO knows which questions matter and what good evidence looks like. The agent workforce can read, compare and analyse far more than any team of people, at a fraction of the time and cost.
Together they give your business access to knowledge it has never been able to reach:
Outside your business: research on how often moves like yours succeed, industry benchmarks, your rivals' performance, and shifts in your markets, customers and regulation.
Inside your business: the data spread across your accounting, sales and operating systems, joined up so it can be analysed by product, customer and job.
In your people's heads: the judgement and reasons behind past decisions, drawn out as each new decision is made.
Access on its own is not the advantage. Data and reports go stale the day they are filed. What matters is turning that knowledge into an asset that keeps building.
How Ratio helps you own what you know
At Ratio, a first-class CFO and a supervised agent workforce work as one inside your business. Because the agents do the analysis, modelling and follow-through, capture becomes part of the work itself. Nobody has to stop and write it up.
As they work, they capture three things:
What you know: the data, the insights and the thesis behind your strategy
What you considered: the scenarios, the alternatives and the odds of each
What you decided: how each decision moved from intent to execution, where value was created or lost along the way, and how it was governed
All of it is stored in your knowledge base, inside your business. It builds on the knowledge your people already hold as they bring it to each decision.
The result is a new class of asset, and for most companies it is the first true knowledge asset they have owned that:
Belongs to them: it sits inside your business and stays in your business when your people change
Keeps building: it is not a static store of data. Every decision links what you knew, inside and outside the business, to what you chose and what happened, and every outcome tests the thesis that drove it. Over time, your leaders make higher-probability decisions
Opens up what your business knows: knowledge that once sat with a few senior people is available to everyone who needs it
Carries your CFO's thinking: the experience and reasoning behind every recommendation go into the asset as your CFO works, so it keeps working for you
The asset then supports each step of how we help you make bold moves. Your CFO uses it to take the outside view and determine the moves. The agent workforce carries each decision's context to every point where the work is done, so whoever acts knows what was decided, why, and within what limits. Results flow back into the asset, so the strategy can be retested against alternative pathways as conditions change, and governance learns from every outcome. The cycle runs continuously, so the knowledge base is updated as your knowledge changes, without waiting for the next planning round.
Questions for your next board meeting
Where does our most important knowledge live today?
What would we lose if two key people left next month?
Can we find the reasoning behind our last three big decisions, and what we expected to happen?
Do we learn from our results in a way that changes the next decision?
If we sold or refinanced the business, could a buyer or lender see what we know?
How much of the knowledge we could now draw on, inside and outside the business, does our current knowledge base actually hold?
How often is our knowledge base updated, and what difference would it make if it were updated as our knowledge changes?
If the answers are unclear, that is where we start.
Sources
FAO, The ABC of knowledge management
Panopto, Workplace Knowledge and Productivity Report, July 2018 (YouGov, 1,001 US employees)
Atlassian, State of Teams 2025 (12,000 knowledge workers and 200 Fortune 1000 executives)
APQC, Navigating the Great Retirement with KM and AI, 2025 (1,000 professionals, sponsored by eGain)