Every deal is a decision. Fairplay makes it objective.
Fairplay is an AI deal referee. It evaluates every sales conversation against your qualification criteria, makes a binary call on whether a deal is real, and governs what reaches your pipeline, upstream of the CRM record.
The problem
Pipeline is a pile of subjective calls.
Your pipeline is the sum of your deals. Every deal in it exists because a human decided it was real, usually the human paid to hit a number. That's the moment of subjectivity at the atomic level, and it's where forecasts quietly break.
Pipeline reviews turn into negotiations about whether a deal belongs, instead of whether it's real. Fairplay removes the subjectivity from that one decision, everywhere it happens, without anyone having to think about it.
How it works
Purpose-built for the atomic decision.
Listens
Fairplay evaluates every sales conversation: transcripts, notes, the actual evidence of where a deal stands. Not keyword matching. It weighs depth: a passing mention of budget doesn't score like a real budget conversation with numbers, approval chains, and timelines.
Calls it
It makes a binary call against your criteria: is this a real deal at this stage, or not? Borderline cases route for human review. Everything else is decided and written, upstream of the CRM record, so what lands in your pipeline is already governed.
Calibrates
It learns your company's judgment. Conversational feedback, your ICP, your deal shapes, your conversion data. Every cycle it tightens to how your team actually decides. That calibration is a data moat a generic prompt can't replicate.
Shadow mode
See it before you trust it.
Start in shadow mode. Fairplay audits your existing pipeline and shows you which deals it would have created, which it would have prevented, and why, without touching anything. You see its judgment against your reality before it governs a single record. Most teams are surprised by how many deals in the forecast were never real.
Misses are expected and welcomed. Every one makes the system sharper. That's the honest story.
Why it's not a ChatGPT prompt
Scoring is the commodity. The system is the product.
Anyone can paste one transcript into a chatbot and get a plausible score. Nobody pastes two hundred a month, writes the deals from the output, routes the borderline ones, and calibrates it to their team's judgment over time.
The scoring is the commodity. The system that makes it invisible, every conversation, every cycle, written to your CRM automatically, is the product. It works once as a demo. Fairplay works every day as infrastructure.
A building inspector at the foundation pour. A referee on the field. Fairplay makes the call at the moment it matters, so the game the pipeline plays is an honest one.
Fairplay + Nicl
Fairplay is built by Nicl. Fairplay governs the universal moment of subjectivity, the deal-real decision. Nicl builds the bespoke go-to-market system around it. Together they ladder up to an AI-native pipeline you can actually forecast against.