Technology

The Zorro Group™ assembles what the leaders use — and takes responsibility for it working.

You don't buy a model. You get an engineered system: telephony, speech, reasoning, retrieval, actions and reporting — wired to your business, with on-demand dashboards and automatic alerts by SMS, email or outbound call the moment something looks off.

  • Model-agnostic
  • Your systems of record
  • Evaluated before launch
  • On-demand reporting & alerts
The stack

Six layers, one accountable partner.

Named models change every few months. The architecture underneath — and the reporting that shows you exactly how it's performing — does not.

Telephony

Carrier-grade SIP with number provisioning, porting and recording — your numbers stay yours.

Speech

Streaming speech-to-text and natural voices tuned for the narrow bandwidth of a phone line.

Reasoning

Leading commercial language models, fenced in by your rules, scripts and escalation policies.

Retrieval

Your pricing, policies, hours and inventory indexed so answers come from your material, not guesswork.

Actions

The agent books, updates and dispatches inside your calendar, CRM and internal tools while still on the call.

Reporting & alerts

Every call logged and available in on-demand dashboards — and when the system detects an anomaly, it notifies your stakeholders by SMS, email or outbound call.

01 — Models

Voice & language models

Latency is the whole game on a phone call. We tune the pipeline end to end and swap components as the field moves.

Listening, thinking and speaking overlap instead of waiting in line, so the reply starts while the caller is still finishing — and a caller who cuts in simply restarts the loop.

Streaming everything

Transcription, reasoning and speech overlap so replies start instantly.

Interruption handling

Callers can cut in mid-sentence and the agent adapts.

Multilingual

Language detected on the call and matched, including Spanish-first flows.

No lock-in

Model-agnostic architecture, upgraded as better options ship.

02 — Knowledge

Retrieval & knowledge

Agents answer from your material. When the material doesn't cover it, they say so and hand off.

Answers are pulled from your own pricing, policies and inventory — kept current, traceable back to the source, and when the material doesn't cover it the agent hands off rather than inventing something.

Your documents

Pricing, policies, hours, inventory and FAQs indexed and versioned.

Freshness

Updates propagate without rebuilding the agent.

Citations internally

Every factual answer traceable to its source for review.

Refusal behavior

Out-of-scope questions escalate instead of improvising.

03 — Actions

Tools & actions

Conversations that end in a completed task, not a note for someone else to action.

The conversation itself does the work: a real appointment is booked, a structured record is written, a quote lands inside approved limits and the job is dispatched — all before the caller hangs up.

Scheduling

Real availability checked and booked live on the call.

CRM writes

Records created and updated with structured fields, not free text.

Quoting

Rules-based pricing surfaced within approved ranges.

Workflow triggers

Dispatch, ticketing and internal notifications fired automatically.

04 — Integrations

Integrations

We meet your stack where it is. If it has an API or a file drop, we can work with it.

One hub in the middle, your existing systems around the edge — CRM, phone system, calendars and ad platforms all talking to each other instead of to nobody.

CRM & DMS

Salesforce, HubSpot and industry-specific systems of record.

Telephony

Existing carriers, PBX and contact center platforms.

Calendars

Google, Microsoft and scheduling tools with real-time availability.

Ad & data platforms

Conversion events back to ad platforms and your warehouse.

Bring your architecture questions.

We're happy to go deep on latency, evaluation, security and how this fits your existing systems.