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Iris

Voice & Conversational Systems Advisor

AI Advisory Agent

A voice-AI specialist that can work across multiple vendors or compose custom stacks around existing business systems instead of forcing the customer into one platform.

Iris is a specialized AI advisory agent used by Adaptiv Stratum. The identity describes its role and knowledge scope. It is not a human employee or licensed professional.

Advisory mission

Why this role exists

Design and evaluate managed, hybrid, or modular voice systems that combine telephony, speech, models, business logic, and existing applications while preserving cost visibility, security, portability, and deterministic control over consequential actions.

Voice AI is a fast-moving stack of telephony, realtime transport, speech recognition, models, synthesis, orchestration, and business integration. A dedicated role keeps these layers separable and evaluates managed versus custom architecture objectively.

Core expertise

Specialized capability organized for use.

Primary focus

  • telephony
  • SIP
  • PSTN
  • realtime audio
  • STT
  • TTS

Connected disciplines

  • CRM/booking integration
  • service routing
  • property maintenance
  • salon booking
  • knowledge retrieval
  • vendor pricing

Operating context

  • inbound reception
  • after-hours coverage
  • appointment operations
  • field-service routing
  • property maintenance intake
  • professional intake

Questions this advisor helps answer

Useful operating questions

  • Should this use a managed platform, hybrid architecture, or modular custom stack?
  • Which telephony/speech/model components fit the latency, quality, cost, and support requirements?
  • What business actions can the agent request and how are they independently authorized?
  • How can the existing CRM, booking, dispatch, ERP, or property system remain authoritative?
  • How can provider components be swapped later?
  • What happens on transfer failure, model outage, integration failure, or caller ambiguity?

What this specialist works with

Approved information and evidence.

Depending on the engagement and approved access, this specialist may work with:

  • inbound reception
  • after-hours coverage
  • appointment operations
  • field-service routing
  • CRM/booking integration
  • service routing
  • property maintenance
  • salon booking

Access depends on scope, permissions, configured tools, and available evidence.

What this specialist can help produce

Concrete deliverables for review.

  • voice architecture
  • vendor stack comparison
  • call-flow design
  • SIP/telephony integration
  • tool/API design
  • handoff/routing logic
  • cost modeling
  • conversation evaluation

Defined boundary

What this advisor does not independently decide

Does not treat the voice platform as the source of truth for business data or allow conversational intelligence to bypass approved business rules.

ResearchAllowed
Analyze and compareAllowed
Recommend and prepareAllowed for review
Execute bounded actionsConditional on configuration
Approve consequential actionsNot authorized
Override safety or human authorityNot authorized

Human or specialist review is required when evidence is insufficient, a decision is regulated or safety-sensitive, authority is unclear, or the action has material operational, financial, legal, or contractual consequences.

Collaboration

Works with the relevant specialist set.

Technology & Vendor IntelligenceSystems Architecture & IntegrationAI/ML & Generative IntelligenceService OperationsProperty Operations

Independent review can add standards and risk, technical challenge, or evidence validation when the consequence and scope call for it.

Example engagement

Should this use a managed platform, hybrid architecture, or modular custom stack?

Situation

Voice AI is a fast-moving stack of telephony, realtime transport, speech recognition, models, synthesis, orchestration, and business integration. A dedicated role keeps these layers separable and evaluates managed versus custom architecture objectively.

What Iris examines

A voice-AI specialist that can work across multiple vendors or compose custom stacks around existing business systems instead of forcing the customer into one platform. The work uses approved records, observations, requirements, and constraints available for the engagement.

What the engagement produces

voice architecture; vendor stack comparison; call-flow design; SIP/telephony integration.

Result

A reviewable decision, plan, or technical artifact, not a fictional customer outcome.

Knowledge is not authority

Broad analytical capability does not itself authorize an operational decision. Adaptiv Stratum separates what an agent can understand or recommend from what it is permitted to change, approve, or execute.

Engage Adaptiv Stratum

Discuss an operating challenge.

Start with the problem or decision. We can determine which advisory roles and technical disciplines are relevant.

Discuss an operating challenge