Finally, an AI Support Platform Purpose-built for B2B

Mosaic AI connects support teams to the right data, knowledge and insights to stay ahead of emerging issues. Go live in under 30 days.

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From reactive to proactive: The future of B2B Support

Complex support data? Mosaic AI turns it into actionable value. Predict risks, unlock opportunities, and drive customer success—not just deflection.

From reactive to proactive: The future of B2B Support

Complex support data? Mosaic AI turns it into actionable value. Predict risks, unlock opportunities, and drive customer success—not just deflection.

Turn complexity into a competitive advantage

Mosaic AI transforms your data into contextual customer intelligence. Scale your team's impact, not just headcount, with our unified, intelligent platform powered by Agentic AI for SaaS.

Responds to issues after they happen

Measures success by closed tickets

Relies on scattered systems and manual work

Anticipates and prevents escalations

Learns and improves with every interaction

Drives outcomes that grow customer trust and revenue

Turn complexity into a competitive advantage

Complex support data? Mosaic AI turns it into actionable value. Predict risks, unlock opportunities, and drive customer success—not just deflection.

Contextual and consistent

Scalable and automated

Go live in under 30 days

Solutions built for support teams

Case Resolution

Mosaic equips support agents with instant, context-aware answers from verified sources. This reduces handling time and boosts resolution quality.

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Case Escalation

Mosaic detects sentiment shifts and urgency cues to flag high-risk tickets. Real-time alerts enable proactive intervention before escalation.

Knowledge Automation

Mosaic identifies recurring support issues, reveals content gaps in your knowledge base, and drafts support articles to fill them.

AI Workflows

With no-code AI agents, Mosaic automates low-value, manual tasks. Teams can focus on strategic, high-impact work.

Case Resolution

Mosaic equips support agents with instant, context-aware answers from verified sources. This reduces handling time and boosts resolution quality.

More

Case Escalation

Mosaic detects sentiment shifts and urgency cues to flag high-risk tickets. Real-time alerts enable proactive intervention before escalation.

Knowledge Automation

Mosaic identifies recurring support issues, reveals content gaps in your knowledge base, and drafts support articles to fill them.

AI Workflows

With no-code AI agents, Mosaic automates low-value, manual tasks. Teams can focus on strategic, high-impact work.

An AI-native agentic platform for B2B support

Unify data. Automate workflows. Unlock insight. Mosaic AI transforms scattered customer data into AI-ready intelligence that powers customizable AI agents, assistants, and insights that learn from every interaction.

An AI-native agentic platform for B2B support

Unify data. Automate workflows. Unlock insight. Mosaic AI transforms scattered customer data into AI-ready intelligence that powers customizable AI agents, assistants, and insights that learn from every interaction.

Integrations

Integrations

Quickly and securely integrate the tools your teams already use, from CRMs and help desks (Zendesk, Salesforce) to knowledge bases (Confluence, Google Drive) and internal chats (Slack, Teams). Our wide range of connectors ensures we build a complete Customer Context Model with minimal effort and maximum security.

Customer Context Model

Customer Context Model

We transform your siloed data into a unified, AI-ready context model, ensuring it is structured, enriched with customer context, and immediately usable by AI agents. By securely connecting all sources across the customer journey, we ensure a single source of truth powers every AI agent, assistant, automation and insight—eliminating guesswork and delivering accurate, cited answers powered by generative AI for support.

Product Modules

Product Modules

Products drive AI for complex support use cases and strategic value. Our four core products—an AI rep assistant, a self service help desk, AI-driven alerts and analytics, and AI knowledge automation—work together seamlessly, powered by the context model, to accelerate resolutions and improve CSAT across your entire team.

Assist
Self Service
Knowledge
Intelligence

The Mosaic AI platform in action

Discover our products and see how Mosaic AI helps you work smarter and deliver great customer experiences.

Assist

Drafts replies with citations from verified sources.

Summarizes long threads into next steps.

Recommends actions based on similar cases and outcomes.

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Intelligence

Detects recurring issues and emerging product gaps.

Surfaces sentiment and escalation patterns in real time.

Delivers proactive alerts for faster, data-driven action.

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Knowledge

Clusters tickets into themes to surface recurring issues

Reveals content gaps and generates support articles for expert review.

Knowledge base improves with every new customer interaction.

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Self Service

Delivers generative answers sourced from trusted internal content.

Ranks responses by accuracy, freshness, and authority.

Includes citations for transparency and governance.

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From complexity to clarity: our AI-first approach

Integrate and transform your data

Every great decision starts with understanding. The Customer Context Model transforms fragmented enterprise data into connected intelligence—so AI can reason, not just react.

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Agentic AI platform

Mosaic AI's agentic architecture turns static workflows into autonomous collaborators—AI agents that learn, adapt, and act across systems.

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Partner on your AI roadmap

We don’t just deploy AI—we deliver it with rapid rollout, tailored fit, and last-mile success for every organization. With true enterprise AI expertise and built-in adoption guidance, we ensure you go live in days, not months, and continue to expand Mosaic AI's impact over time.

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Built on trust, secured by standards.

Mosaic meets the highest standards of data privacy and security. With GDPR readiness, SOC 2, ISO, and HIPAA compliance, your data stays protected—so your team can move fast without compromising trust.

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Proven impact. In their words.

From ticket overload to streamlined operations, support leaders are transforming their workflows with Mosaic AI. See how modern teams are scaling service quality—without scaling headcount.

“Mosaic AI has been a game-changer for our frontline teams. It’s not just about support—it’s about enabling every customer-facing role to be more effective.”

 “I was looking for a superpower, and we all agreed Mosaic AI would be one of our strategic pillars.”

"Mosaic has allowed our team to focus on more important tasks and has resulted in increased productivity and efficiency."

“CSAT improved from 79 to 93, and time to resolve went from one week to 4-5 days. It dramatically reduced the noise and the time it takes to get an answer.”

"While other companies were presenting slideware, Mosaic is delivering useful Gen Al solutions today that are deeply ingrained with our employee workflows, highly accurate, and constantly delivering valuable insights."

See how data, technology, and partnership come together to drive real results.

Frequently Asked Questions

Get quick answers to your questions. To understand more, contact us.

What is Mosaic AI and who is it built for?

Mosaic AI is the first AI-native platform purpose-built for B2B SaaS support teams to automate workflows, unify knowledge, and improve resolution speed.

How does Mosaic AI make support faster and more accurate?

By connecting to your support stack, Mosaic AI automatically summarizes tickets, retrieves verified answers, and powers self-service—reducing time-to-resolution by up to 50%.

How does the Customer Context Layer improve ticket quality?

It enriches every ticket with sentiment, product, and account data—ensuring AI-generated answers and workflows are contextual and brand-safe.

What ROI can SaaS support leaders expect?

Mosaic AI customers typically see 3x ROI within the first 90 days, through faster resolutions, fewer escalations, and reduced agent workload.

How is Mosaic different from Zendesk AI or Salesforce Agentforce?

Mosaic is AI-native, built from the ground up for SaaS support—not layered onto ticketing tools—making it faster, more accurate, and easier to deploy securely.