CAPABILITIES

Conversational & Voice AI

Chat and voice systems grounded in your data, with guardrails and human escalation: a financial chatbot across 4 agent frameworks at a wealth-management fintech, 20 medical AI agents at a clinical-intelligence company, production voice pipelines in our ad-production platform.

PRACTICE NO.
03
PRINCIPALS
NB · PA
CASES ON FILE
00
FIELD
CONVERSATIONAL AI · HEALTHCARE OPERATIONS · FINANCIAL SERVICES · PROFESSIONAL SERVICES
Conversational Voice
FIG. 01 · NEIGHBORHOOD MAP · SOURCE: TEAM EXPERTISE DATASET

PROBLEM SPACE

Assistants, copilots, and voice interfaces your customers and teams actually use.

Chat and voice systems grounded in your data, with guardrails and human escalation: a financial chatbot across 4 agent frameworks at a wealth-management fintech, 20 medical AI agents at a clinical-intelligence company, production voice pipelines in our ad-production platform.

ROUTINE CLEARS AUTOMATICALLYEDGE CASES ROUTE TO A REVIEWER

WHAT WE DELIVER

  • 2.1customer-facing assistants
  • 2.2internal copilots
  • 2.3voice synthesis pipelines (ElevenLabs)
  • 2.4RAG-grounded answers
  • 2.5guardrails + human escalation
20 MEDICAL AGENTS · CLINICAL AI

HOW IT SHIPS

Systems in this practice run as a loop, not a launch. Inputs are respondd, routine outcomes execute automatically, and anything consequential holds at a review gate where a named person clears it with context attached. Every decision (human or automatic) lands in the audit trail.

INPUTRESPONDGATEEXECUTEAUDITHUMAN REVIEW · CONSEQUENTIAL ONLY

PROOF

20
medical AI agents in productionCLINICAL-INTELLIGENCE CO
4
agent frameworks in one chatbotWEALTH-MGMT FINTECH

NO PUBLIC CASE FILE · FIGURES SOURCED FROM ENGAGEMENT RECORDS

EVERY FIGURE TRACES TO SHIPPED WORK

Asked about this practice

Questions we get.

The same answers we give on a first call about this practice.

  • FAQ-01How do you keep an assistant from making things up?

    We ground answers in your data with RAG and put hard guardrails on what the system may say. When a question falls outside its boundary, it escalates to a human instead of guessing. We designed exactly this for 20 medical AI agents in production at a clinical-intelligence company.

  • FAQ-02Can you handle voice, not just chat?

    Yes. We build production voice pipelines, including voice synthesis with ElevenLabs, alongside text assistants and internal copilots. The same grounding and escalation rules apply whether the interface is typed or spoken.

  • FAQ-03Our domain is regulated. Is that a problem?

    It is the normal case for us. We built a customer-facing financial chatbot orchestrating 4 agent frameworks under one set of guardrails at a wealth-management fintech. In regulated work we design the escalation path first, so the human handoff is a feature, not an afterthought.

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Tell us the use case. One call is enough to scope whether there is a fit, and what it takes to ship.

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