Salesforce MVP Hall of Fame · Certified Partner since 2010
Reply intent in sales email
Interested, objection, not now, referral, unsubscribe. Every reply sorted before a rep opens it.
Certified Partner since 2010 · MVP Hall of Fame · 200+ agents in production · UAE and US desks
- 01Models · Claude, Gemini, OpenAI, Bedrock
- 02Agents · Agentforce, CrewAI, ADK, A2A
- 03Memory · Neo4j, Cognee, RAG
- 04Identity · IndyKite, SSO, entitlements
- 05Governance · policy, audit, human override
The stack
How we would assemble it.
The honest no: if the work is a software factory with a named delivery date, we are the wrong partner.
The decision
The decision, drawn.
Choice intent (interested, objection, not now, referral, unsubscribe) on every reply
Jev · Choice
What does this reply want?
- interested
- objection
- not now
- referral
- unsubscribe
- other
Not this quarter. Ping me in January, and loop in Priya on procurement.
- not now0.71
- referral0.24
- interested0.04
- other0.01
The job
What has to be true.
Act at 0.90 confidence or higher. Below that, a person or a larger model.
The figure
Builder's figure. Not reproduced by us.
Thousands of outreach messages in 40s for <$0.20
apimodels.app/jev-use-casesWrite your house rules into the request. When rules were left out, Jev got 5 of 24 right with high confidence (Huryn). Validate thresholds on labelled samples.
The brief
Name the decision your team makes a thousand times a day.
We read the process and write down where Jev fits, where it does not, and where the line sits.