Speaking twice at Dreamforce · Sept 15-17 →

Salesforce MVP Hall of Fame · Certified Partner since 2010

Live call intent

The caller's intent tracked turn by turn during the call. Routing happens while they are still talking.

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 51 banking intents on each transcript turn, 90% auto-route rule

Jev · Choice

What is the caller trying to do right now?

  • card dispute
  • balance
  • fraud report
  • loan enquiry
  • complaint
  • other

Caller: there's a charge I don't recognise from last night, I think my card was copied.

  • fraud report0.82
  • card dispute0.16
  • other0.02
Choice · about $0.0126 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.

The figure

Builder's figure. Not reproduced by us.

Reference example

Advancing Analytics banking demo with 51 categories

www.advancinganalytics.co.uk/blog/jev-the-smarter-cheaper-way-to-do-enterprise-ai-automation

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