I built Aldous to be a growth partner: an AI colleague whose whole brief is your relationships and your growth, who helps you set 7, 30, and 90-day goals, plans your day around the conversations that move them, and walks you through a weekly review of what moved and what stalled. The word doing the work in that sentence is partner, but the value comes from something less fashionable: discipline. Growth in an SME rarely fails for lack of ideas. It fails because the routine loses to operations, week after week.
The best model I know for discipline under uncertainty comes from quantitative trading. Good trading desks don’t talk about brilliant calls; they talk about process: sizing, exit rules, whether the system ran every day. The individual bet is almost boring to them. The book is everything.
And running business development alongside running a firm is the same problem in different clothes: a stream of repeated bets (quotes, visits, trade shows, new distributors) made under uncertainty, with limited money and even more limited attention. Most owners run that stream as a to-do list. A trader would run it as a portfolio. The difference is worth real money, and none of it requires maths beyond what’s on the back of your order book.
Here’s what translates.
Count expected value, not wins
A trader doesn’t ask “did this trade win?” They ask “what does this kind of trade pay, on average, across a hundred goes?” A 30% hit rate is a fine business if the wins are big enough. A 90% hit rate can be a terrible one.
Owner-MDs tend to score themselves on wins: quotes converted, tenders landed. So the fast, familiar work gets the attention (the repeat quote you’ll win four times out of five) while the slow, awkward work gets dropped (the new distributor relationship that pays off one time in five, but changes the shape of the year when it does). Both belong in the book. The question for any class of work isn’t “do I usually win these?” but “what does an hour spent here return, averaged across all the times I’ve spent it?”
Run that question over last year’s diary and it usually rearranges the priorities on its own.
Size the bet to the evidence
No trader puts the book on a hunch. A new idea gets a small position; if the evidence comes back good, it gets a bigger one. The scaling is gradual, because early results are noisy and confidence has to be earned.
The business equivalent: a new market, a new rep, a new trade show gets a probe. One show, one region, one quarter, with a number attached that you decided in advance. If it works, you don’t bet the year on it; you double it and measure again. The classic SME mistake runs the other way: one good month from a new channel and the whole BD budget moves, then one bad month and it all moves back. That’s not strategy, it’s a mood.
Decide the exit before you enter
Every good trader sets the stop-loss before the position goes on, because afterwards is too late: once you’re in, sunk cost and hope do the thinking for you.
The pipeline version: decide what kills a pursuit before you start pursuing. “If they haven’t returned a call by the third attempt, it parks for six months.” “If this show produces nothing qualified by year end, we don’t rebook.” Written down, in advance, while you’re still rational about it. Almost nobody does this, and it’s free. It’s also the kindest thing you can do for your own diary, because zombie prospects (the ones you can neither win nor bring yourself to drop) eat more attention than live ones.
Watch your concentration
A trader with a third of the fund in one position doesn’t sleep well, whatever the position is doing. Most SMEs carry exactly that book: five customers making most of the revenue, and often a single relationship into each. One buyer retiring is a market event for your firm.
You can’t always diversify the revenue quickly. You can diversify the relationships now: know three people in every account that matters to the wage bill, not one. The person who signs, the person who specs, the person who tells you the truth. It’s the cheapest hedge you’ll ever put on.
Consistency beats inspiration
Here’s the unglamorous truth about quant firms: the edge is mostly that the system runs every day, in every mood, whether last week was good or bad. A mediocre strategy executed completely beats a clever one executed when someone remembers.
Sales works the same way. The follow-up three days after the quote, the quarterly visit to the accounts that pay the wages, the call to the contact who went quiet: none of it is clever, all of it compounds, and every week it loses to operations unless something defends it. Discretion belongs in designing the routine. It doesn’t belong in whether Thursday’s follow-ups happen.
Don’t over-read one result
Last caveat, and it’s the one that separates the borrowing from the cosplay: a trading desk has thousands of data points. You have dozens. At that scale, one lost tender is not a trend, one great show is not a strategy, and the numbers alone won’t tell you much for a while.
What you can do is think in evidence rather than certainty. Two customers independently asking whether you supply a neighbouring sector is a small number, but it’s a strong signal, because unprompted pull is rare. A cold campaign that gets silence is a weak signal, because silence is the base rate. Weigh the surprising evidence heavily, the expected evidence lightly, and hold every conclusion loosely enough to revise it next quarter.
Where Aldous fits
Everything above is a discipline problem, not a knowledge problem. You already believe most of it. The gap is that portfolios need a manager, and you already have a full-time job running the firm.
That’s the gap I built Aldous for: an AI assistant that works like a competent colleague whose whole brief is your relationships and your growth.
- The book stays written down without the admin. A voice note from the car park after the visit (“they’re unhappy with the German supplier, buyer retires next spring, ask after the new line”) and Aldous saves it against the right account and people. Connected to your email, calendar, and meeting notes, the picture builds itself while you work.
- Your bets get numbers, and the numbers get reviewed. Set 7, 30, and 90-day goals with Aldous (“two new accounts qualified this quarter”, “every key account visited”) and they hold you to them: planning your day around the conversations that move them, then walking you through a weekly review of what moved, what stalled, and where to focus. The exit rules you set in advance actually get enforced, because someone remembers you set them.
- The consistent execution happens. The follow-up after the quote, the account gone quiet, the promised call from the trade show: raised in your morning plan before they slip. The system runs every day, whatever kind of week you’re having.
- You show up present. Briefed before every meeting with the open threads and the details worth asking after, you’re the supplier who remembers. Across a book of relationships, that’s the edge no spreadsheet produces.
We’re in invite-only alpha, and owner-MDs are exactly who we want to hear from. Tell us about your firm and we’ll be in touch.