Monday.com launches Harmony voice AI platform for sales lead qualification
The company’s new AI agent calls and qualifies leads using small models, aiming for human-like response times in four countries.
Key points
- Monday.com launched Harmony, a voice AI platform that automates sales lead qualification and follow-up.
- The system uses small, task-specific models trained on real calls to achieve 200-millisecond response times.
- Harmony is currently available in the US, UK, Australia, and Singapore for mid-market and large enterprises.
Monday.com launched Harmony, a voice artificial intelligence platform designed to automate sales lead qualification, on Monday. The system places calls to potential customers, assesses their interest, and transfers qualified leads to human sales representatives. This launch marks a significant expansion of the company’s AI capabilities beyond its traditional work management software.
The platform utilizes voice technology acquired from OneAI, which Monday.com purchased in May for $14.1 million in cash. According to a company filing, this acquisition was intended to accelerate the development of voice AI tools. Harmony integrates with telephony services from Twilio to handle dialing, call routing, and consent recording. It also syncs call notes directly to CRM systems like Salesforce and HubSpot.
Technology and Performance
Harmony relies on a collection of small, task-specific AI models rather than a single large language model. These models are trained on recordings of actual customer calls to handle specific tasks such as lead qualification or objection handling. Because the processing occurs largely on Harmony’s own servers, the company claims the agents can reply in approximately 200 milliseconds.
Vitali Margolin, who leads the Harmony team, stated that these specialized models and structured logic create conversations that sound human. He contrasted this approach with generic solutions that depend on third-party large language models. By default, the AI agents identify themselves as artificial intelligence to callers, according to information on the Harmony website.
Market Context and Adoption
Monday.com reported that Harmony reaches up to 70 percent of the people it calls, though the company did not disclose the methodology behind this metric. No pricing information for the platform has been published. The service is currently limited to mid-market and large companies operating in the United States, United Kingdom, Australia, and Singapore.
One early adopter, UK car finance broker Bright Car Finance, reported closing nine percent more deals in less than a year using the platform. The company noted that previously, only about five percent of approved applications converted into finance agreements because leads often went cold before human reps could contact them.
Corporate Strategy Shifts
The release of Harmony coincides with broader strategic changes at Monday.com as it pivots toward artificial intelligence. In July, the company announced it would eliminate approximately 620 jobs, representing about one-fifth of its total staff. Additionally, in June, Monday.com established a $200 million fund dedicated to investing in workplace AI startups.
Harmony enters a competitive market where voice AI startups are attracting significant capital. Competitors such as Bland and Vapi have each raised $50 million this year. Monday.com’s entry signals an attempt to capture enterprise customers seeking automated sales assistance with low-latency responses.
What should you do?
Security and technology professionals should monitor how their organizations integrate AI voice agents into sales workflows. Verify that any AI system discloses its nature to callers to maintain transparency and compliance. Review data handling practices to ensure call recordings and lead data are stored securely. Assess whether the use of third-party telephony providers introduces new attack surfaces.
Background: Large language models
Large language models are a specific type of neural network trained on text. Generative AI is the broader umbrella term for any system that creates new content, including images and code. Not all generative AI uses large language models, but most modern text generators do.
What to do and how to stay safe: Monday.com
- Verify that AI voice agents clearly identify themselves as artificial intelligence to maintain caller transparency and regulatory compliance.
- Review the data retention and processing policies of any AI platform integrated with CRM systems to protect sensitive customer information.
- Monitor the performance and latency of AI agents to ensure they meet operational standards and do not degrade customer experience.
- Assess the security implications of integrating third-party telephony services like Twilio with internal sales infrastructure.
Step-by-step guide: Prompt Injection Warning Signs: How to Spot AI Manipulation
General security guidance from the Threat Times newsroom. It is not confirmed advice from the organisations named in this story.
Frequently asked questions
Which countries can currently access the Harmony voice AI platform?
Harmony is available in the United States, United Kingdom, Australia, and Singapore for mid-market and large companies.
How does Harmony achieve fast response times compared to other AI solutions?
It uses small, task-specific models running on its own servers, allowing it to reply in about 200 milliseconds.
Did Monday.com disclose the price for using Harmony?
No, the company did not publish pricing information for the Harmony platform at the time of launch.
