Haute Lumière
Commerce · II.08 · MMXXVI · daylight
WORKBOOK — THE LUMINOUS GAINSHARE EMPLOYEE
Chapter II.08 · Networks, Trust, and Topology
For the person inside a gainshare scheme, or about to be. This chapter is unusual for you, because the value it describes is almost entirely created by people whose names never appear on the gain calculation — and it can be made to appear.
WHAT A GAINSHARE ACTUALLY IS
A gainshare is a written rule that converts a measured improvement into a payment, shared between the firm and the people who produced it. It is not a bonus, because a bonus is discretionary and a gainshare is a formula. It is not equity, because equity pays on the firm's value and a gainshare pays on a specific measured delta.
Three things determine whether it is worth anything to you: what is measured, who is in the pool, and how long the baseline lasts. Every argument you will ever have about a gainshare is one of those three wearing different clothes.
This chapter matters to you more than most, for one reason. Relationship work is the largest unmeasured source of margin in most firms, and it is done disproportionately by people who are not in the pool. The person who has kept a supplier honest for nine years, the one every other department phones first, the one whose introduction opened the account — none of that appears anywhere, and this workbook is about making it appear without turning it into surveillance.
PART ONE — DISCOVERY
Days 1–30: find where the gain actually comes from
Exercise 1.1 — Trace one saving to its source (2 hours)
Take one improvement your firm has booked in the last two years — an expedite cost that stopped, a quality escape that did not happen, a supplier who absorbed a schedule change. Trace it backwards, person by person, until you reach the conversation that made it possible.
You will usually reach a relationship, and you will usually find it is not on any org chart. Write down whose it was and how long it took to build.
Exercise 1.2 — Count the relational hours you actually spend
For two weeks, log the time you spend on counterparty relationships: calls that were not about a specific order, site visits, the conversation after the meeting, the message you sent because you heard something useful.
At the chapter's assumptions a maintained tie takes about two hours of genuine contact a year, and a full human social budget is about 1,168 hours. Your work ties come out of that budget. If you are carrying thirty counterparty relationships you are spending roughly 60 hours a year on them — real hours, in a real week, currently invisible.
Exercise 1.3 — Find the bridges in your own team (1 hour, out loud)
Ask, in a team meeting: who did we hear that from first? Do it for five recent useful pieces of information — a competitor's move, a component shortage, a hiring lead, a customer's plan.
You are looking for bridges. Granovetter's finding is that new information arrives through ties you do not see often; of jobs found through contacts in his Newton study, 83.4 percent came from someone seen less than twice a week. The causal replication at scale — about 2,000,000,000 new ties producing 600,000 jobs, one per 3,333 — found moderately weak ties doing the most work.
One or two people in your team are doing most of the bridging. They are usually not the loudest and they are usually not being paid for it.
Exercise 1.4 — Read your own scheme's boundary
Get the scheme document. Find the sentence that defines the pool. Then ask a question with a real answer: if the saving in Exercise 1.1 had been booked this year, would the person who created it have been in the pool?
Write the answer down. It is the most important line in this workbook.
PART TWO — THE ARITHMETIC
Days 31–45: compute what the work is worth
Exercise 2.1 — Price the facility from inside
The chapter's worked instrument moves twelve high-volume suppliers to relational terms. Here is the whole calculation, and you should be able to reproduce it from memory by the end of the fortnight:
saving 12,000,000 × 1.7% 204,000
maintenance 12 × 40 h × 75 36,000
15 days terms on 12,000,000 = 493,151 at 9% 44,384
expected credit loss 0.5% × 493,151 2,466
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total cost 82,849
NET ANNUAL BENEFIT 121,151
return on incremental working capital 24.6 %Now notice the second line. The 36,000 of maintenance is your hours, priced. It is already in the calculation as a cost. In most schemes it appears there and nowhere else — the labour that produces the gain shows up only on the side that reduces it.
Exercise 2.2 — Compute your share
At a 30 percent share to the pool, the net benefit of 121,151 gives 36,345 to be shared. Across 9 people that is 4,038 each, per year, for work most of them are already doing.
Run the same arithmetic on your own scheme's percentage and your own pool size. Two things will become obvious. The share rate matters less than the pool boundary, and the pool boundary is the thing nobody negotiated.
Exercise 2.3 — Compute what the closed door costs, and claim it
The chapter prices closure two ways:
E[best of k] = 0.9 + 0.2/(k + 1)
open to 40 suppliers 0.904878 · closed to 8 0.922222
gap 1.7344 % of spend · on 20,000,000 that is 346,883 a yearA firm that admits 2 new core counterparties a year is buying back a share of that gap. Over three years, 6 places, at roughly 28,907 of option value each on the chapter's figures, that is about 173,442.
This is a claimable gain and it is almost never claimed, because the person who found the new supplier gets thanked and the saving gets absorbed into category price. Propose it as a measured line: cost of the incumbent versus the delivered cost of the new entrant, first twelve months, into the pool.
Exercise 2.4 — The honest negative, stated by you first
Two things weaken this case and you should say both before anyone else does.
Relationship work is hard to attribute. The saving in Exercise 1.1 had several parents, and a scheme that pays the loudest claimant will destroy the behaviour it is paying for.
And the macro evidence is contested: the trust-and-growth literature gives 0.8 percentage points of growth per ten points of trust in Knack and Keefer's 29-country sample and 0.67 in Zak and Knack's, and the effect did not survive extreme bounds analysis in the extended sample. Your case does not rest on it. It rests on your firm's own measured transaction cost, which is why Exercise 2.1 is the one that matters.
PART THREE — DESIGN
Days 46–70: make the uncounted countable
Exercise 3.1 — Propose one new measure, and only one
The right one is almost always transaction cost per order by supplier tier. It is computable from data the firm already has, it moves when relationship work works, and it cannot be gamed by being nice to people.
Write it as four lines: what is counted, from which system, over what period, and who computes it. A measure without a named computer is a wish.
Exercise 3.2 — Widen the pool before you argue about the percentage
Take the scheme boundary and list every person who touched the gain in Exercise 1.1. Then propose the smallest defensible widening: usually one function, not one person.
The argument that works is not fairness. It is that a pool that excludes the people who produce the gain pays for a behaviour it cannot obtain, and that the firm is buying the wrong thing at the right price.
Exercise 3.3 — Get the baseline signed before anything changes
The baseline is the whole negotiation and it happens before the work. Signed, dated, by someone in finance. An unagreed baseline is not a baseline; it is a future dispute you will lose, because by then the improvement will look inevitable.
Specify three things in writing: the measure, the period the baseline covers, and what happens to the baseline in year two. A scheme that resets the baseline annually pays you once for a permanent improvement, and that single clause is worth more than any percentage you will negotiate.
Exercise 3.4 — Make your own record portable
Whatever the scheme does, keep your own ledger: counterparties you own, years held, delivery performance, incidents resolved, introductions made and what came of them.
This is the same instrument the chapter recommends the firm give its suppliers, applied to you. A reputation that cannot leave the building is worth less than one that can — and on the eBay experiment's finding, arriving somewhere new without a record costs about 8.1 percent of what the same work is worth with one.
PART FOUR — DESTINY AND DELIGHT
Days 71–90: make it hold
Exercise 4.1 — Get the measure into the monthly pack
Anything reviewed monthly persists. A gainshare measure that lives in an annual calculation is one reorganisation away from disappearing, and nobody will have to decide to remove it.
Exercise 4.2 — Name the second owner
Someone in another function who benefits from the same measure. One person is a hobby; two is a practice. Give them the credit for the first result — genuinely, in writing, to their manager.
Exercise 4.3 — Watch for the four failures
The core list has not changed in three years. The ramp exists but nobody has walked up it. Maintenance hours rise while transaction cost does not fall — those hours are dispute management wearing relationship clothing. And new counterparties start arriving by introduction rather than by performance, which is the moment a trust network becomes a closed network and the arithmetic changes sign.
Exercise 4.4 — The delight of it
The pleasure here is specific and worth naming, because it is the reason people do this work unpaid for years. It is the four-line purchase order — the one that needs no specification appendix and no inspection clause because nine years of relationship are standing behind the brevity. It is the return call from someone you have not spoken to in two years. A well-maintained network feels like competence, and the feeling is accurate. The purpose of the gainshare is not to create that pleasure. It is to stop the firm getting it for free.
HOW THE LEDGER WORKS
The part that decides whether any of this is real
A gainshare is only as good as the record underneath it, and the record for this chapter's measure has an unusual property: it is the same record the firm needs for its suppliers. Build one ledger and it serves both.
Four fields, per counterparty, per month. Transactions in the period. Conforming deliveries. Transaction cost incurred — the template, the credit check, the inspection, the invoice exceptions. Tier held.
From those four everything else falls out: transaction cost per order by tier, the delta against baseline, the gain, the pool. Nothing is estimated and nothing is nominated, which is exactly why it survives a change of manager.
Two rules make it honest. Every month is written in the month, because a ledger reconstructed at year end is a negotiation dressed as a record. And the computation is done by someone who is not in the pool — internal audit is sufficient, usually free, and the independence is what lets you argue for a wider boundary without anyone suspecting the arithmetic.
Keep your own copy. Schemes change, reorganisations happen, and the only version of your contribution that survives both is the one you wrote down at the time.
WHAT TO ASK FOR, IN ORDER
Not everything at once, and not the percentage first. In this order, because each one makes the next easier to win.
- The measure. Transaction cost per order by supplier tier, in the monthly pack. Ask for this alone in the first conversation. It costs nothing and it makes the rest visible.
- The baseline, signed and dated, with the year-two treatment written down. A scheme that resets annually pays you once for a permanent improvement.
- The boundary. One function wider, argued on the grounds that a pool which excludes the people who produce the gain pays for a behaviour it cannot obtain.
- The entrant line. Cost of the incumbent against the delivered cost of a new counterparty in its first twelve months, counted into the pool — about 28,907 of option value per place on the chapter's figures, and 173,442 over three years at two places a year.
- The percentage. Last, and only once the first four are in writing, because a larger share of an unmeasured gain is nothing at all.
The order is the whole strategy. Most people ask for five first, are refused, and never get one through four — which were the parts that would have made the work visible whether or not anybody ever paid for it.
KNOW YOUR SCHEME — A CHECKLIST
Answer all twelve in writing. Any you cannot answer is a question for this week.
- What exactly is measured, and from which system?
- Who computes it, and who checks the computation?
- What is the baseline, and when was it signed?
- Does the baseline reset? On what schedule, and who decided?
- Who is in the pool, and who decided the boundary?
- What percentage goes to the pool, and is it a formula or a decision?
- How is the pool divided — equally, by salary, by grade?
- What happens in a year where the measure falls?
- What happens if you leave in month eleven?
- Is relationship work visible anywhere in the calculation except as cost?
- Has anyone outside the pool ever been paid from it, and how did that happen?
- Where is the scheme document, and when was it last changed without notice?
THE CONVERSATION, SCRIPTED
For the meeting where you propose the widening. Four minutes.
We booked a saving this year and I traced it back. The thing that made it possible was a supplier relationship that two people in operations have held for nine years, and neither of them is in the pool.
I am not asking to change the percentage. I am asking to change the boundary, by one function, and to add one measure — transaction cost per order by supplier tier. It comes out of data we already have.
Here is the arithmetic on the twelve largest suppliers: a net benefit of 121,151 a year, a return of 24.6 percent on the incremental working capital, against a 9 percent cost of capital. At a 30 percent pool share that is 36,345, or 4,038 a head across nine people.
And here is the weakness in my own case, before anyone finds it: attribution on relationship work is genuinely hard, and if we pay the loudest claimant we will destroy the behaviour we are paying for. So I would rather the measure were a team measure than an individual one.
Naming your own weakness first is not modesty. It is the move that makes the rest of the paper credible, and it is the same move the chapter makes with the trust-and-growth literature.
APPRECIATIVE QUESTIONS FOR YOUR TEAM
- Which relationship in this team quietly saves the company money every month, and who has held it?
- Think of the last genuinely useful thing we learned from outside. Who brought it in, and how well did they know the person it came from?
- When has this firm paid someone properly for work that did not show up in a system? What made that possible?
- If relationship work were visible in the gain calculation, what would we start doing that we currently do anyway and hide?
- What would it take for our baseline to be agreed a year in advance rather than argued about a year in arrears?
- Who outside this team should be in the pool, and what would we have to show to make that obvious to everyone?