Speaking twice at Dreamforce · Sept 15-17 →

Salesforce MVP Hall of Fame · Certified Partner since 2010

Support ticket routing

Every ticket to the right queue in one call. The unsure ones go to a person, not a guess. The first week is in the org, reading what already exists.

Get the written assessment

Certified Partner since 2010 · MVP Hall of Fame · 200+ agents in production · UAE and US desks

All 100 decisions
  1. 01Models · Claude, Gemini, OpenAI, Bedrock
  2. 02Agents · Agentforce, CrewAI, ADK, A2A
  3. 03Memory · Neo4j, Cognee, RAG
  4. 04Identity · IndyKite, SSO, entitlements
  5. 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 over 5-50 queues + Noul 'needs a human now' in one call; auto-route above 0.9 confidence

Jev · Choice+Noul

Which queue should this ticket go to, and does it need a person now?

  • billing
  • technical
  • account
  • other

Charged twice this month. Payouts failing since Monday.

  • billing0.87
  • technical0.12
  • account0.01
  • other0.00

Noul · escalate 0.95

Choice+Noul · about $0.021 per 1,000 decisions, estimated

The job

What has to be true.

Act at 0.90 confidence or higher. Below that, a person or a larger model. Act at 0.85 or higher. Block at 0.15 or lower. Between 0.35 and 0.65, a person decides.

The figure

Builder's figure. Not reproduced by us.

Independent eval

40 tickets across 9 desks for about $0.0016; TypeSafe eval: customer service 76.0 vs 78.3 best comparator

apimodels.app/jev-use-cases

Write 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.

Where are you?

Certified Partner since 2010 · MVP Hall of Fame · 200+ agents in production · UAE and US desks

All 100 decisions