VoiceFlip
Voiceflip builds AI-powered virtual assistants (Ardi, Zip, Sly) for MLS organizations, real estate associations, brokerages, and PropTech companies, using RAG and MCP to deliver multilingual 24/7 member support trained on each customer's proprietary knowledge base.
- Company typePrivate
- Founded2021
- HeadquartersOttawa, Canada
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What VoiceFlip does
Voiceflip (Voiceflip Technologies, Inc.) is an AI platform company that builds vertical-specific virtual assistants for the real estate industry. Its three core products are Ardi (for MLS organizations and REALTOR associations), Zip (for PropTech companies), and Sly (for brokerages), each trained exclusively on the customer's own documents, policies, internal wikis, and Slack threads rather than on pooled or public internet data. Underlying technology combines Retrieval-Augmented Generation (RAG) for source-grounded document retrieval with Model Context Protocol (MCP) for real-time integration with MLS systems, CRMs, marketing dashboards, ticketing platforms, and SSO providers, enabling both Q&A and agentic action execution. The platform supports 25-26 languages across text and voice, deploys across SMS, voice, web, WhatsApp, Facebook Messenger, Teams, Slack, and Savvy Card, and is engineered to process up to 1,000 questions per second.
Voiceflip operates a sales-led, enterprise subscription business with multi-year contracts and quote-based pricing; no public price list is disclosed and customer acquisition is driven by Calendly demo bookings, case studies, webinars, industry events (RESO, T3 Sixty), and a channel partnership with Markt that extends reach to 60,000+ MLS subscribers. The company sells into a tightly segmented real estate vertical: its primary segment is MLS & Associations, with secondary segments in PropTech companies and brokerages. Marquee customers include the Toronto Regional Real Estate Board (TRREB, 68,000+ members), San Antonio Board of REALTORS (SABOR, 13,000+), MIBOR (10,000+), North Shore-Barrington Association of REALTORS (NSBAR, ~4,000), Greater Rochester Association of REALTORS (GRAR, 3,200), bridgeMLS (3,500+), Maxwell Realty (Edmonton), and others, with reported outcomes of 40-60% reduction in inbound support requests, 8.74 average member interactions per month, and 400+ staff hours saved on major technology rollouts.
The company is privately held, was founded in 2021, is headquartered in Ottawa, Canada (with a US-incorporated legal entity per corporate suffix), employs 1-10 people, and has raised approximately $1.3M from REACH across two tranches in late 2024 and February 2025. It has no disclosed venture capital institutional investors, no parent company, and no disclosed revenue. Its 2025 Inman AI Award and GRAR joint venture (June 2024) deploying the Data Ingestion Engine across multiple associations indicate early but accelerating commercial traction within a narrow but institutionally significant vertical.
VoiceFlip firmographics
Firmographics- Name
- VoiceFlip
- Legal name
- Voiceflip Technologies, Inc.
- Website
- https://voiceflip.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Voiceflip builds AI-powered virtual assistants (Ardi, Zip, Sly) for MLS organizations, real estate associations, brokerages, and PropTech companies, using RAG and MCP to deliver multilingual 24/7 member support trained on each customer's proprietary knowledge base.
- Ownership category
- akta.pro rank
VoiceFlip industry classification
Industry- Product category
- Real Estate AI Assistants (PropTech)
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Conversational AI Platforms (chat/voice bots, orchestration) (HDAAAFAC)
- akta.pro secondary industries
- Voice Assistants & Voice UI (VUI) (HDAAAFAD), Workplace Automation & Self-Service (RPA for IT, Chatbots, Virtual Agents) (BPAEAIAI), Contact Center Speech AI (agent assist, IVR automation) (HDAAAFAL)
Keywords
Where VoiceFlip is headquartered
LocationHeadquarters
- HQ city
- Ottawa
- HQ country
- Canada
- HQ region
- North America
Offices1 record
Markets served
VoiceFlip business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- AI Assistant Subscriptions: Voiceflip offers custom-built AI assistants (Ardi, Zip, Sly) as subscription-based solutions for MLSs, Associations, Brokerages, and PropTech companies. Each assistant is trained on the organization's unique knowledge base and customized to their needs.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Custom enterprise pricing based on organizational requirements |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels5 records
VoiceFlip product offering
Product offeringCore offering
VoiceFlip sells custom-built AI-powered virtual assistants that transform an organization's documents, policies, and internal know-how into always-on conversational support. It offers three named products — Ardi (for MLSs and Associations), Zip (for PropTech companies), and Sly (for Brokerages) — each trained exclusively on the buying organization's own content and deployed across channels such as SMS, voice, web, WhatsApp, Facebook, Teams, Slack, and Savvy Card in 25+ languages.
Product overview
VoiceFlip is a unified AI-powered support platform offering three specialized virtual assistants (Ardi, Zip, and Sly) for different real estate segments: MLSs/Associations, PropTech companies, and Brokerages. The platform provides always-on, multilingual (25+ languages) member support across 8+ channels including SMS, voice, web, WhatsApp, Facebook, Teams, Slack, and Savvy Card. Core technology combines proprietary NLP/NLU for conversational understanding, knowledge retrieval with source traceability via RAG systems, and MCP protocol for real-time data access and action execution. The platform can process up to 1,000 questions per second and integrates with AMS platforms, MLS systems, CRMs, ticketing systems, and SSO providers.
Differentiator
Problem solved
Functional benefit
Products and services
- Ardi AI-powered virtual assistant built for MLSs and Associations. Trained on each organization's unique knowledge base, Ardi answers questions about rules, services, benefits, MLS access, dues, CE requirements, and policies 24/7 across SMS, voice, web app, Teams, Slack, WhatsApp, and Facebook in 25+ languages. Designed for MLS executives, association CEOs, and their members.
- Zip AI assistant built for PropTech companies handling onboarding chaos, FAQ overload, and repeat support tickets. Pulls answers from help docs, internal wikis, and Slack threads, delivering real-time support with no human burnout. Designed for PropTech companies' customer success and support teams.
- Sly AI assistant for real estate brokerages, supporting agents with questions about policies, onboarding, forms, and CRM information. Trained on each brokerage's playbook and internal knowledge, available across text, voice, web app, WhatsApp, Facebook, Teams, Slack, and Savvy Card in 26 languages. Designed for brokerage leadership and their agents.
Quantifiable outcome
- 40-60% reduction in inbound support requests for some MLS clients
- +3 more outcomes
Companies that use VoiceFlip
Customer profileNamed customers7 records
Segments3 records
Ideal customer profiles3 records
VoiceFlip technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration9 records
AI capability8 records
Feature7 records
VoiceFlip partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered core, flagship and minor.
- Baldwin Association of REALTORScoreBaldwin REALTORS serving Baldwin County launched Ardi for instant, 24/7 access to MLS access, policies, education, and compliance information.
- Triad MLScoreTriad MLS partnered to launch Ardi for real estate professionals across the Triad region with 24/7 access in 26 languages.
- Doorify MLScoreDoorify MLS partnered to bring Ardi to real estate professionals across North Carolina for instant 24/7 answers on MLS access, compliance, training, and industry updates.
- bridgeMLScorebridgeMLS serving 3,500+ real estate professionals across Northern California launched Ardi trained on bridgeMLS internal knowledge, accessible across SMS, voice, web, WhatsApp, and Facebook in 26 languages.
- MIBOR REALTOR AssociationcoreMIBOR serving over 10,000 real estate professionals across central Indiana launched Ardi for instant, 24/7 responses on association policies, member benefits, and industry updates.
- North Shore-Barrington Association of REALTORS (NSBAR)coreNSBAR serving nearly 4,000 real estate professionals launched Ardi for 24/7 support across SMS, voice, web app, WhatsApp, and Facebook Messenger in 25+ languages.
- MarktcoreMarkt partnership makes Ardi available to MLS clients across Markt's network of over 60,000 MLS subscribers. Markt is a professional services organization dedicated to supporting MLSs and associations, serving clients including ARMLS, Metro MLS, realMLS, and over a dozen MLSs across the United States.
- San Antonio Board of REALTORS (SABOR)coreSABOR with 13,000+ members launched Ardi for instant access to market trends, transaction processes, and association resources, available 24/7 across multiple channels in 25 languages.
- Toronto Regional Real Estate Board (TRREB)flagshipTRREB, Canada's largest real estate board with 68,000+ members, launched Ardi as an AI-powered member service agent to provide instant, 24/7 answers across multiple platforms in 25 languages.
- Maxwell RealtyminorMaxwell Realty in Edmonton was the first brokerage to run MCP server with Voiceflip's SLY assistant for AI-powered real estate support, operational for four months prior to June 2025.
- Greater Rochester Association of REALTORS (GRAR)flagshipVoiceflip Technologies and GRAR announced a groundbreaking joint venture deploying Voiceflip's Data Ingestion Engine across multiple real estate associations, starting with GRAR. The initiative aims to revolutionize how real estate associations manage data and interact with members through AI-driven technology.
Scale indicators10 records
Recent moves7 records
Expansion highlights6 records
VoiceFlip competitors and assessment
Company assessmentDirect peers
- Kore.ai: Enterprise conversational AI platform offering AI agents, virtual assistants, and voice/chat automation across channels. Directly comparable to Voiceflip's conversational AI core technology, but at much greater scale and across multiple industries.
- Cognigy: Enterprise conversational and agentic AI platform for customer service automation across voice and digital channels. Closely comparable to Voiceflip's Ardi/Sly/Zip assistants in technology, delivery model, and enterprise target customer.
- Yellow.ai: Conversational AI platform providing voice and chat-based virtual agents for enterprise customer support. Comparable in product architecture (multi-channel, multilingual AI agents) and target use case (deflecting inbound support volume).
- Ada: AI-powered customer service automation platform using knowledge retrieval and LLM-based agents to resolve customer inquiries. Directly comparable to Voiceflip's Ardi in product functionality and use case (training on organizational knowledge to deflect support tickets).
- Sierra: Agentic AI platform for enterprise customer service, building AI agents that resolve complex customer issues across channels. Closely comparable to Voiceflip's vision of MCP-enabled agents that go beyond Q&A to execute actions.
- PolyAI: Voice-first conversational AI platform for enterprise customer support, focused on natural-sounding phone-based AI agents. Comparable to Voiceflip's voice modality and call-center support use cases.
- boost.ai: Enterprise conversational AI platform specializing in customer service and internal support automation, with strong emphasis on vertical deployments. Comparable to Voiceflip's enterprise sales-led GTM and support-deflection value proposition.
- Capacity: AI-powered support automation platform that uses organizational knowledge to deflect support requests across channels. Directly comparable to Voiceflip's Ardi/Sly in functionality, multi-channel deployment, and use case.
Broad incumbents
- Cresta: Real-time AI platform for contact centers and customer service teams, offering agent-assist and AI agent capabilities. Broader incumbent with adjacent contact-center focus compared to Voiceflip's member-support focus.
- Intercom Fin: AI agent built into the Intercom customer service platform, using RAG over customer knowledge bases to answer support questions. Broader incumbent with deeper feature set and much larger customer base, but directly comparable in product approach.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
VoiceFlip social profiles
Digital presenceVoiceFlip financial estimates
Financial estimateRevenue estimate
Valuation estimate
VoiceFlip leadership team
Management profileNumber of profiles
Profiles2 records
VoiceFlip funding detail
Funding detailFunding overview
Funding rounds2 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
VoiceFlip M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about VoiceFlip
What does VoiceFlip do?
VoiceFlip sells custom-built AI-powered virtual assistants that transform an organization's documents, policies, and internal know-how into always-on conversational support. It offers three named products — Ardi (for MLSs and Associations), Zip (for PropTech companies), and Sly (for Brokerages) — each trained exclusively on the buying organization's own content and deployed across channels such as SMS, voice, web, WhatsApp, Facebook, Teams, Slack, and Savvy Card in 25+ languages.
Is VoiceFlip a public or private company?
VoiceFlip is a private company. It is classified as venture growth investor backed and is currently operating.
When was VoiceFlip founded?
VoiceFlip was founded in 2021. It employs 1 to 10 people.
Where is VoiceFlip based?
VoiceFlip is headquartered in Ottawa, Canada, in the North America region.
How does VoiceFlip make money?
One revenue line is on record: AI Assistant Subscriptions.
Who are VoiceFlip's main competitors?
Direct peers on record are Kore.ai, Cognigy, Yellow.ai, Ada, Sierra, PolyAI, boost.ai and Capacity. Broad incumbents are Cresta and Intercom Fin.
Does VoiceFlip have an API?
Yes. VoiceFlip supports MCP (Model Context Protocol) integrations, enabling structured requests to external APIs or services such as MLS APIs, CRM systems, and marketing dashboards. MCP acts as a connector between AI systems and external data sources, allowing real-time data retrieval and action execution within conversations. The system can integrate with business applications including AMS platforms, MLS systems, ticketing systems, CRMs, and web-based phone systems. Specific public/partner API documentation URL not provided in source material.
What industry is VoiceFlip in?
VoiceFlip's product category is Real Estate AI Assistants (PropTech). Its primary akta.pro industry code is HDAAAFAC, Conversational AI Platforms (chat/voice bots, orchestration), with a secondary code of HDAAAFAD, Voice Assistants & Voice UI (VUI). Its NAICS code is 5132 and its SIC code is 7372.