TL;DR
- A pilot without written success metrics is doomed to "a good feeling" and a postponed decision. Define three metrics and numeric targets before starting.
- The right length: three to four weeks and hundreds of calls. Less and no pattern accumulates; more is procrastination.
- Test on your hard calls, not your easy ones: fast spoken Hebrew, interruptions, complex products. A pilot on comfortable material only proves the demo is pretty.
- The most important output of a good pilot is one business insight you did not know: a system that taught you nothing in a month will teach nothing in a year.
After the ten vendor questions comes the moment of truth: a pilot. And here something odd happens: organizations that run procurement rigorously launch pilots with no success definition, no owner and no timeline, then wonder why the decision drags. A pilot is an experiment, and a good experiment is defined before it begins. Here is the full protocol.
Before starting: three metrics and a target
Choose three metrics reflecting why you came, each with a numeric target. Examples: transcription accuracy on your calls (sample check against listening, target above 90%), share of calls receiving a useful score and summary (manager assessment, target above 85%), and at least one previously unknown business insight worth money. If you want behavioral impact, average call score improvement for the pilot group, remember it needs extra weeks. The rule: if a metric cannot be written in one sentence, it is not a metric.
The right pilot structure
- Scope: one team or a group of five to ten reps, with all their calls. Too broad is unwieldy; too narrow is unrepresentative.
- Length: three to four active weeks after initial setup. The implementation itself does not count toward the clock.
- An owner: one person on your side responsible for the pilot, meeting the vendor weekly and consolidating the evaluation. Everyone's pilot is nobody's pilot.
- Routine: the manager uses the system inside the real workflow, not on sightseeing tours. You are testing daily life, not the demo.
The traps that turn pilots into waste
Trap one: testing on easy material. If most of your calls are fast Hebrew with slang, those are the calls to test, exactly where tools break. Trap two: comparing demo to demo instead of field to field; the demo is always pretty. Trap three: a pilot without rep involvement, discovering team resistance after purchase. Bring two or three influential reps in from day one. Trap four: letting the vendor run the evaluation. Their report matters, but the decision is built on your metrics.
The end of the pilot: a decision, not a feeling
The wrap-up meeting answers exactly three questions: were the numeric targets met, what was the single most valuable business insight, and what does the ROI math say using numbers measured on your floor, not in a deck. Three good answers, proceed; one weak answer, determine whether it is a calibration issue (fixable) or a capability issue (not); two or more, decline politely and save a year of frustration. A fast no is also an excellent outcome of a good pilot.
What to expect from the vendor during a pilot
A serious vendor shows up with: calibration on your script and criteria (not default settings), a fixed point of contact, mid-pilot improvements when something is off, and transparency about what the system cannot do yet. A vendor who disappears after the hookup, or asks to be judged only on the demo, is showing you exactly what service after signing will look like.
Frequently asked questions
Should a pilot be paid?
Models vary: some pilots carry a symbolic fee, some are free, usually depending on setup depth. The payment matters less than the terms: a written success definition, a bounded length, and a clean exit with no commitment if targets are missed.
How many vendors should be piloted in parallel?
One, at most two. A real pilot demands management attention, and three in parallel means none is examined seriously. Filter hard at the questions stage and run one deep pilot.
The team fears the pilot is a surveillance tool aimed at them. How do we handle it?
Full transparency from day one: what is measured, why, and what will be done with the results, including a commitment that pilot data will not feed personal evaluations. Then let reps see their own value: automatic summaries, tips, fairer feedback. A rep who benefits from the system stops fearing it.