Marr Labs
Also known as: Marr Labs, Marrlabs, marrlabs.com, Vox, Marr Labs Vox
Compliance-first AI voice agents (Vox) purpose-built for regulated industries: mortgage, insurance, banking, and healthcare, with TCPA, CFPB, HIPAA, and state consent enforced automatically, ~660ms latency, CRM/LOS integration, and on-prem or cloud deployment. Founded by Siri and S-Voice creators; transparent usage-based pricing from $1,000 setup plus $1,000/month.
Marr Labs builds AI voice agents, marketed as Vox, that aim to be indistinguishable from humans and are purpose-built for regulated industries: financial services and mortgage, insurance, banking and lending, and healthcare. Founded by AI pioneers behind Siri and Samsung's S-Voice, the company positions compliance as built in rather than bolted on, operating in a closed-loop ecosystem that safeguards borrower data and enforces regulatory requirements automatically, TCPA, CFPB, and state-level consent for lending; multi-state licensing, disclosure timing, and DOI audit requirements for insurance; and HIPAA guardrails with logged, auditable, defensible interactions for healthcare. Agents respond in under a second (about 660ms), move beyond rigid scripts, and run end-to-end workflows: reaching prospects on the first moments of a lead, pre-qualifying borrowers, transferring qualified callers to human loan officers, and scheduling a callback when no transfer is made, plus after-hours and overflow coverage for servicing. Vox integrates with CRMs, telephony, and loan origination systems, deploys on-premises or in the cloud without engineering effort as a managed service, and provides real-time call analytics on response times, qualification rates, data capture, and follow-up. Marr Labs offers transparent, usage-based pricing and a paid proof of concept that runs up to 1,000 real calls in weeks with QA and reporting included. It deepens the Index's compliance-first voice cluster and stands out for spanning multiple regulated verticals from one platform with an on-premises deployment option and a founding team from the origins of consumer voice assistants.
Vendor details
Canonical URL
https://www.marrlabs.com
Category
Voice agent
Funding status
Y Combinator-backed; founded by AI pioneers behind Apple's Siri and Samsung's S-Voice; flagship product Vox; production deployments across mortgage lending, insurance, banking, and healthcare (including a HIPAA-compliant phone agent supporting Navya on medical record-request follow-up)
Company status
independent
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
Integrates with CRMs, telephony, loan origination systems (LOS), and calendars, and meets customers where they are without rip-and-replace, deploying on-premises, in the cloud, or hybrid; a one-time setup covers model training and full system integration across CRM, LOS, calendar, and call flows; branded caller ID raises answer rates.
Sources & related URLs
Capability coverage
8.0 / 14 capabilities · 57%
| Integrations & Tool CallingIntegrates with CRMs, telephony, loan origination systems, and calendars, with a one-time setup covering full system integration and no rip-and-replace, Marr Labs servicers and POC pages 2026-07-22 | Full |
|---|---|
| Workflow OrchestrationAgents run end-to-end workflows: reach the prospect, pre-qualify the borrower, transfer to a human loan officer, and schedule a callback if no transfer occurs, moving beyond rigid scripts with intelligence and adaptability, Marr Labs site 2026-07-22 | Full |
| Knowledge Grounding & RAGAgents are trained on the customer's scripts and workflows and learn from customer data to personalize interactions, grounding conversations in customer-specific content short of a documented knowledge base or retrieval layer, Marr Labs and G2 materials 2026-07-22 | Partial |
| Human Oversight & GuardrailsThe core workflow pre-qualifies then transfers to a human loan officer, with live-agent overflow and human handoff central to the design, short of a documented supervisor or approval-gate framework, Marr Labs servicers page 2026-07-22 | Partial |
| Security, Identity & GovernanceAICPA SOC 2 compliance plus automatic enforcement of TCPA, CFPB, and state consent for lending, multi-state licensing, disclosure timing, and DOI audit rules for insurance, and HIPAA guardrails with logged, auditable, defensible interactions in a closed-loop ecosystem, Marr Labs site and G2 materials 2026-07-22 | Full |
| Observability & AuditabilityReal-time call analytics track response times, qualification rates, data capture, and follow-up via a call-history dashboard, and every interaction is logged, auditable, and defensible, Marr Labs servicers page 2026-07-22 | Full |
| Memory & State PersistenceNo documented agent memory or state-persistence layer; personalization is described as rather than a persistent per-caller memory, Marr Labs materials 2026-07-22 | Unable to verify |
| Deployment & Data ResidencyAgents integrate with existing systems on-premises, in the cloud, or hybrid, giving first-class deployment and control, Marr Labs servicers page 2026-07-22 | Full |
| Prebuilt Agents, Templates & PacksVox deploys with pre-configured, vertical-specific setups (mortgage, insurance, healthcare) requiring no engineers, a productized managed starting point short of a self-serve template library, Marr Labs and G2 materials 2026-07-22 | Partial |
| Triggers & Channel CoverageHandles inbound and outbound calls (millisecond outbound lead contact plus inbound overflow and after-hours coverage) and automates voice and messaging, Marr Labs site 2026-07-22 | Full |
| Model Flexibility & RoutingNo customer facing model choice or routing documented; the voice stack is delivered as a managed service, Marr Labs materials 2026-07-22 | Unable to verify |
| APIs, SDKs & MCP ExtensibilityDelivered as a managed service with integrations handled by Marr Labs; no public API, SDK, or MCP surface for customer extension documented, Marr Labs materials 2026-07-22 | Unable to verify |
| Testing, Debugging & OptimizationThe paid proof of concept runs up to 1,000 real calls in weeks with QA, performance metrics, and reporting included, and agents learn from data to improve outcomes, a managed testing-and-optimization process short of a customer-facing self-serve eval suite, Marr Labs POC page 2026-07-22 | Partial |
| Browser & Computer UseNo browser or computer use capability documented; system access runs through CRM, LOS, and telephony integrations, Marr Labs materials 2026-07-22 | Unable to verify |
Pricing
$1,000 one-time setup + $1,000/month minimum (usage-based above minimum); or a $3,000 flat-fee proof of concept
one-time setup + monthly minimum + usage
What is public
Marr Labs publishes exact entry economics: a $1,000 one-time setup fee, a $1,000 minimum monthly fee, usage-based billing above the minimum, no long-term contracts, and a $3,000 flat-fee proof of concept for up to 1,000 calls; the exact per-call or per-minute usage rate above the minimum is not published.
Variable cost rationale
A monthly minimum plus usage-based billing means cost rises with call volume above the minimum, though the floor caps the low end.
Sales call required
No — self-serve available
Free / trial
Paid proof of concept: $3,000 flat for up to 1,000 calls in weeks
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