Beyond the Pilot · 02

Corporate pilots don’t fail during the pilot.
They fail at the scale decision.

Roughly 10–20% of pilots drop off during execution — the stage everyone staffs and worries about. Somewhere between 60% and 80% drop off at the scale decision, the stage almost nobody staffs at all.

Read the full research

The anatomy

The gap between a successful pilot and a budget line

A corporate–startup engagement runs through roughly fifteen stages, which group into six phases: originate, select, contract, prove, convert, scale. Attention and staffing cluster around prove. The mortality clusters around convert.

10–20%

drop off during pilot execution

Technical integration, data access, scope drift, a champion changing roles. Real problems, but both sides are motivated and the failure modes are visible while there is still time to fix them.

60–80%

drop off at the scale decision

The pilot has to become a line in an operating plan owned by someone who never signed up for it, and which was locked six to twelve months before the pilot began. Nothing about a successful pilot creates that budget.

Corroborating anchors at the scale decision: BMW converts roughly 20% of engagements; BCG measured 22%; McKinsey found under 30%. Stated honestly: the 60–80% band is a synthesis across sources rather than one survey line. The direction is well supported. The precise number is not, and anyone citing it should say so.

The mechanism

The budget calendar, not the culture clash

Almost everything the field blames for pilot failure — clock-speed mismatch, corporate risk aversion, not-invented-here, “we speak different languages” — is downstream of one unglamorous fact.

The pilot was funded from an innovation cost centre. Scaling it requires a business-unit operating plan that was finalised long before the pilot started. So a pilot finishing in March is asking for money that was allocated the previous September. The answer is not “no” on the merits — it is “not this year,” which in practice is the same thing, because by next year the champion has moved and the startup has run out of patience or runway.

This also explains why the cultural explanations feel true but never fix anything. Teams that work hard on communication, alignment and relationship quality still convert at the same rate, because none of that changes who owns the budget.

Reliable ways to waste a year

What the evidence says does not work

Structures that predictably stall

The free proof of concept. In no cell of the routing analysis is it the correct answer. It selects for curiosity rather than need, and produces no purchase order, no budget owner and no urgency.
100% innovation-team funding. Guarantees a handover to someone with no stake in the outcome.
Accelerators used as a procurement channel. They are a sourcing and learning mechanism. Cohort structures do not create budget authority.
Innovation labs separated from the core “for speed.” The separation that buys the speed is the same separation that blocks the handover.

Metrics that hide the problem

Counting startups seen, pitches heard, pilots launched. Throughput metrics that rise while conversion falls.
CVC as the route into a commercial relationship. Roughly one in ten portfolio companies ever forms an operating relationship with the parent. Investment and procurement are different muscles.
Treating the scale decision as automatic. The most expensive assumption in the field: that a good pilot result produces a purchase. It is a separate sale, with its own buyer and its own close plan.
Measuring the startup, not yourself. Time-to-contract and internal cycle time are the numbers that predict conversion.

Context worth holding alongside this: roughly 60% of corporate accelerators shut within two years, and only 14% were doing more activity after two years (CB Insights, 2019 — no disclosed sample). The structures fail more often than the startups do.

Beyond the Pilot

Read the rest of the research

15× What pilot conversion rates actually say Published rates run from 6% to 90%. Sorted by one variable, the contradiction disappears. Read → 22 What to agree before day one Twenty-two catalogued saves. Every one was a structure agreed before the pilot started. Read → 4 Corporate innovation statistics, checked The numbers worth citing — and four of the most-quoted that do not survive a source check. Read → 7.3 Corporate–startup partnerships in APAC Months to contract, by the corporate’s count. The startup counts 8.7. That gap is the story. Read →

Working on corporate–startup innovation?
I’d like to hear about it.

Whether you’re a corporate with a pilot that needs a path to a P&L, or a startup trying to get one over the line — this is the problem I work on. I’ve led three corporate spin-outs through exactly this transition, and I sit on both sides of the table across eleven APAC markets.

If you’re building partnerships between corporates and startups, reach out. Happy to compare notes even if there’s nothing to sell.

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Corporate pilots don’t fail during the pilot.They fail at the scale decision.