Someone has to own the learning. Most networks never staff it.

Parallel experiments only compound if someone verifies the wins, writes them down, and redeploys them, and if the culture lets markets share honestly.

Across this series I’ve described a distributor network that draws clear boundaries, trades playbooks instead of highlights, and runs one focused bet per market per quarter. Do all three and you have a lot of motion. What you don’t yet have is compounding. For that, someone has to own the learning.

Why parallel experiments quietly decay

Left alone, a portfolio of experiments rots. Reports pile up unread. A win in one market never reaches the three markets that needed it most. The lessons live in inboxes and in the heads of the people who ran them, and when those people move on, the lessons leave with them.

Experiments without an owner don’t compound. They evaporate.

What the consolidator actually does

Call the role the consolidator. Three verbs: verify, codify, redeploy. Verify — did the bet actually cause the result, or did the market get lucky with a big customer? Codify — turn the win into a playbook a stranger could run. Redeploy — hand it to the next markets and track whether it travels.

It’s unglamorous. It’s mostly editorial and organisational work. And it is the single highest-leverage seat in the network, because it’s the only one whose full-time job is turning scattered local wins into a system.

Every market is trying to win its own quarter. Someone has to be trying to win the whole network’s decade.

Culture is the substrate

None of this survives a culture that punishes candour. McKinsey studied why cross-company collaborations fail and found the causes are rarely technical — they’re insufficient resources, a lack of leadership support, and reluctance to share information. Markets share honestly when sharing is safe and rewarded, and when the incentives point at the network’s success rather than only each unit’s own numbers.

That last point matters more than it looks. The same distributor research warns that the reflex to squeeze partner margins poisons exactly the trust this whole model runs on. You cannot ask people to share their best ideas with a head office they experience as adversarial.

Senior sponsorship isn’t optional

The same research is clear about where collaboration starts: at the top, with a steering group of senior leaders who set the vision and actually allocate the resources. Without that, the consolidator is a well-meaning librarian nobody is required to listen to. With it, the role has teeth — a promoted play carries the weight of the whole company behind it, not just the enthusiasm of one market.

Find the change-makers

In every network there are a few partners who are naturally generous with what they know and restless to try things. Find them early. Make them the first authors, the first to run a promoted play, the visible winners when it works. Culture spreads by example far faster than by memo, and a network learns to share by watching its most respected members do it and get rewarded.

Who should hold the role

It rarely needs a new full-time hire. It needs someone with the standing to challenge a claim, the judgement to know which win will travel and which was a fluke, and the neutrality to serve the whole network rather than any single market. That’s often an interim or fractional mandate — which is, candidly, a lot of what I do: not adding headcount, just making sure the highest-leverage work is owned by the right seat.

The whole series, in one breath

Draw the boundary, so everyone knows what they own. Trade playbooks, not highlights, so methods travel. Run one bet per market per quarter, so the network experiments in parallel. And give the learning an owner, so the wins compound instead of evaporating.

Most distributor networks are busy. Very few are compounding. The difference isn’t effort, and it isn’t budget. It’s whether anyone owns the learning.

Sources & further reading

External
McKinsey — Secrets to successful manufacturer-retailer collaboration
McKinsey — Creating mutually beneficial partnerships with distributors

Related posts
Where headquarters ends and the distributor begins
Learning with one another, not from one another
Give every market one bet a quarter
What does a fractional CMO do?

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