Ask-AI (Mosaic AI)

Ask-AI has rebranded as Mosaic AI, an AI-native platform built specifically for B2B SaaS customer support teams. The platform connects support agents to verified knowledge, automates repetitive workflows, and surfaces real-time intelligence from customer interactions. According to the vendor, teams can go live in under 30 days.

What It Is

Mosaic AI is a context-aware support platform that sits on top of a company's existing support stack—ticketing systems, CRMs, knowledge bases, and internal chat tools—and applies generative AI to accelerate case resolution, automate self-service, and surface actionable insights. It is not a ticketing system itself but rather an AI layer that enriches and connects the tools support teams already use. The platform is built around a proprietary "Customer Context Model" that unifies siloed enterprise data into a single AI-ready intelligence layer.

Core Product Modules

The platform ships four interconnected products:

• Assist — An AI copilot embedded inside support tools that drafts replies with citations from verified sources, summarizes long threads into next steps, and recommends actions based on similar historical cases.
• Self Service — An AI help desk widget that delivers generative answers sourced from internal content, ranked by accuracy, freshness, and authority, with citations for transparency. The vendor states it can resolve up to 30% of tickets automatically.
• Intelligence — Continuous analysis of customer interactions to detect sentiment shifts, escalation patterns, churn signals, and product feedback in real time, with proactive alerts.
• Knowledge — Automated knowledge base maintenance that clusters tickets into themes, identifies content gaps, and generates draft support articles for expert review.

An Agent Builder module also allows support leaders to deploy no-code AI agents for automating repetitive tasks across support, success, and operations.

Customer Context Model and Architecture

The Customer Context Model is the data foundation of the platform. It ingests and transforms fragmented enterprise data—from CRMs, help desks, knowledge bases, and internal chats—into a structured, enriched, AI-ready layer. Every AI agent, assistant, automation, and insight on the platform draws from this unified model, which the vendor describes as ensuring "a single source of truth" that eliminates guesswork and delivers cited, accurate answers.

Integrations and Stack Compatibility

Mosaic AI connects to a wide range of enterprise tools, including Zendesk, Salesforce, Confluence, Google Drive, Slack, Microsoft Teams, HubSpot, and Jira, among others. The vendor states the integration catalog covers 100+ connectors, enabling the Customer Context Model to be built with "minimal effort and maximum security."

Rebrand and Current Status

The product was originally launched as Ask-AI and has since rebranded to Mosaic AI under the parent company Ask-AI Technologies Inc. The homepage at ask-ai.com now redirects to getmosaic.ai, with the rebrand announced via a blog post titled "Introducing Mosaic AI." The platform is actively marketed and in production use, with the vendor citing customer testimonials from organizations including Rapid7, Monday.com, Cynet, Clarivate, and Own. Compliance certifications listed include GDPR readiness, SOC 2 Type II, ISO 27001, and HIPAA.