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Enterprise · AI Workspace

Mani: chat, docs, tasks & AI workflows in one place.

A context-aware workspace where teams @mention each other and tag the exact document or task being discussed.

4-in-1Unified platform
Mani AI project workspace interface
The Challenge

Too many tools, too little context

Modern teams rely on separate tools for messaging, documents, tasks, and AI assistants, leading to fragmented workflows and lost context. Every time someone switches between apps, they lose the thread of what they were working on. Teams needed a single workspace where conversations, documentation, project management, and AI-driven workflows could live together with full context awareness.

The Solution

One workspace, fully connected

We designed and built Mani, a unified enterprise workspace that brings chat, documents, task management, and AI workflows into a single interface. Team members can @mention colleagues and tag specific documents or tasks directly within conversations, maintaining full context. The AI layer understands the relationships between people, projects, and content, enabling intelligent suggestions and automated workflows that actually understand what the team is working on.

The Outcome

Faster teams, fewer dropped threads

Mani eliminated the constant context-switching that was slowing teams down. By unifying four core workflows into one platform, teams could move faster with fewer dropped threads. The context-aware AI layer turned scattered information into actionable intelligence, helping teams stay aligned and productive without jumping between tools.

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