Signal Interpretation
The same funding alert reaches two reps. One clears a morning for it, the other archives it, and both can defend the choice. This skill decides what a validated signal means for the account in front of it: the event is read against the account's current prospect or deal state and your Signals, ICP, Persona and Products memories, and the rep gets commercial meaning, a possible move and a stated confidence. Signal Intelligence, Propensity Assessment and Deal Risk all work from that one reading, a person reviews anything ambiguous, and what happens after each signal sharpens the next interpretation.
Prospecting
Sales
Signal Intelligence
Propensity Assessment
Deal Risk
Signals
ICP
Persona
Products
The step between noticing and acting
Alerts are cheap to fire and expensive to act on. Each of these moments turns on how well one event gets read.
01 | The Current Way
02 | AI Added On
03 | AI-Native
A leadership change posts at a watched account
Read by whoever sees it first
The rep weighs the news from experience. A new CRO is an opening to one seller and noise to another, so the follow-up is a coin toss.
A plausible story about any company
The generated read covers the news and the industry. Nobody wrote your ICP or this account's history into it, so it floats free of both.
Meaning stated for this account
The rep opens the alert to its meaning: what the change does to fit and timing here, the move it supports, the confidence behind it.
An account climbs the propensity list on signal volume
Volume stands in for meaning
Three mild events outrank one decisive one because the list adds signals up. Reps spend calls on accounts that were never really warming.
Each event explained on its own
Explaining events one at a time still leaves the ranking to raw counts, because nothing turns those explanations into comparable meaning.
Ranked on what the event means
Reps get a list where one decisive change outranks three mild ones, because Propensity Assessment weighs the interpretation itself.
A restructure is announced two weeks from close
Depends who spots the headline
If someone connects the news to the deal, it comes up days later in review. Too often the first person to raise it is the buyer.
Context stops at the company page
It can call the restructure significant. Whether it threatens this deal depends on stage, stakeholders and paperwork it was never given.
Priced into the deal's risk that day
The manager sees the threat with the deal's state attached: its bearing on this stage, on the close date and what to do while there is time.
Capabilities that run this skill
Prospecting
Propensity Assessment
Sales
Deal Risk
One system that understands, decides, acts and learns.
Every GTM signal flows through an AI-native operating layer into a system that runs on the surfaces your team already uses.
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An advantage competitors cannot buy back: years of success and failure, codified.
Against the account, with your own logic. A signal says something happened. Interpretation says what that means here: the event is read with the account's current state and your Signals, ICP, Persona and Products memories, returning relevance, implication and a possible move, with confidence.
Detection notices an event and checks it is real. Interpretation decides what the validated event means for one account: does it change fit, timing or risk, and what move does it support. A feed can be bought. The meaning needs your ICP, personas and account history, which no feed carries.
It goes to whatever was waiting on it. Signal Intelligence turns it into the alert a rep sees, Propensity Assessment weighs it into the account's ranking, Deal Risk prices it into an open deal. None of them re-reads the event, so one signal cannot mean different things on different screens.
No. That is Signal Analysis, which watches every signal type across the whole portfolio and scores each definition on what it went on to produce. This skill works a level down, deciding what one validated event means for one account. Each feeds the other's next version.
A person takes it. Below the confidence bar RevOps sets, the interpretation arrives as a question, evidence and gap named. RevOps owns the signal definitions, ICP and personas it applies, and product marketing owns Products. Any outreach a signal prompts stays the rep's to write and send.