Why open ended pilots never end

Title: Why Open Ended Pilots Never End


Read time: 2.5 min

This past week I sat down with the founder of a data platform. I'll call them Company X, to figure out why a product that customers clearly loved wasn't converting into real revenue.

The usage numbers were healthy. The enthusiasm on calls was real. Inbound was picking up, and yet the pipeline was full of accounts stuck in the same place.

"this is great, let us keep testing."

That phrase paints the whole whole picture. When I hear it repeated across dozens of deals, I stop looking at the product and start looking at the process that produced it.

The diagnosis: you can't lose a fight you never start

Here's what was actually happening. Company X had built something with real enterprise value, a layer that unified data, caught missed steps in the sales playbook, and pushed fixes into Slack and the CRM.

That's not a $295 p/m tool. That's infrastructure a RevOps or CRO buyer would pay six figures for.

But the sales motion hadn't caught up to the product. Prospects were getting meaningful value like credits, founder support, broad product access without ever having to answer basic questions like:

• Who owns this budget?

• What does success look like?

• When are we deciding?

So the rational move for any buyer was to keep testing indefinitely. Why would you sign a 12 month contract when you can get 90% of the value for free, on your own timeline, with no pressure to commit?

This is the trap a lot of usage based, product led companies fall into once they start getting enterprise sized inbound. The self-serve tier that got them their first hundred customers becomes the thing that starts to cannibalize the enterprise motion, because it's a complete substitute for the paid product, just slower and cheaper.

Three things were compounding it:

1. They were selling to users, not buyers. Technical evaluators loved the product. But I'll take this back to my manager was treated as a next step instead of a red flag. The actual budget owner rarely got pulled into the room.
   

2. Pilots weren't buying events. POC’s ran without a fixed scope, a baseline metric, a decision date, or a pre agreed outcome. A pilot with no defined finish line just becomes an unpaid extension of self-serve.
   

3. The language gave away the leverage. Phrases like "no minimums," "test it today," and, worst of all, "we're still figuring out enterprise pricing" are honest, but they teach a sophisticated buyer two things: there's no urgency, and the price is negotiable. Once a buyer believes that, every conversation becomes a stall.

The fix isn't a better pitch. It's a gate.

The instinct in this situation is usually to work on closing skills, sharper objection handling, better demos, a punchier value prop. That's not where the gap is. The gap is upstream: nothing forces an evaluation to either become a real buying process or get sent back to self-serve where it belongs.

So the rebuild centered on one rule: no meaningful enterprise value before meaningful buyer commitment. Concretely, that meant:

• Qualify before doing custom work. Before any implementation help, extended credits, or workflow design, the team needed answers on what the problem costs today, who owns it, who owns budget, and when a decision gets made.
  

• Turn pilots into contracts with a trial period, not open ended tests. One workflow. A fixed dataset. 14-30 days. Written baseline and target metrics. Both an operating buyer and an economic buyer named up front. And a results meeting on the calendar before the pilot even starts, with pre-agreed commercial terms if the criteria are hit.
  

• Ask the question that actually closes deals: "If we meet these agreed criteria by this date, is there anything other than security or legal that would stop you from signing?" 
  
  Asked at the start of a pilot, that single sentence does more qualifying than an entire deck.

Repricing around what enterprise actually buys

The pricing conversation needed the same discipline. The old model, a flat low monthly fee plus usage credits, meant enterprise pricing was really just a bigger version of the free tier. Nothing about it said this is a different kind of relationship.

The new structure split into three tiers with clearly different jobs:

1. Pay as you go: exploration only, highest unit price, no custom work.
   

2. Team plan a real recurring plan with a platform fee and a defined credit allowance, replacing the old bargain bin monthly price.
   

3. Enterprise, an annual platform fee + a committed usage pool, a real term, and a support and governance scope that self-serve simply doesn't get.

The platform fee is the important. It reframes what the customer is actually paying for: not cheaper credits, but deployment, integrations, reporting, governance, and support the operating layer, not the raw usage.

Key takeaway

None of this required a better product. It required the company to stop letting its own generosity substitute for a sales process. Every time you say, "sure, here are more credits, keep testing" was, in effect, a discount the company gave away for free, no term, no commitment, no decision date attached.

If your pipeline is full of enthusiastic prospects who never quite convert, the product is rarely the problem.

Ask yourself this instead: does every evaluation have a named budget owner, a defined finish line, and a date on the calendar where a real decision gets made?

If the honest answer is no, you don't have a pricing problem. You have an open door where a gate should be.

See you all next week!

Darren

P.S. If you’re a venture-backed company interested in coaching, book a call here.

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