Product Announcement: AVA Just Became a Team

More Control. More Speed. More Intelligence.

We’ve reimagined the AVA experience from the ground up—bringing together interface upgrades, system enhancements, and a breakthrough multi-agent architecture. The result? A smarter, faster, more intuitive assistant that thinks like a team and works like one.

1. Greater Control & Transparency

Take command of your operations with enhanced oversight and flexibility.

• Job Queuing + Cancellation: Monitor and cancel queued jobs before they bottleneck your system.

• Admin Console Upgrades: See who did what, when, and how—making audits and troubleshooting a breeze.

2. Faster Performance at Scale

Optimized for pressure.

• Database Indexing Enhancements: Supercharged response times during peak demand. Less lag, more flow.

3. AVA, Reimagined: One Agent. Infinite Context.

AVA is now multi-agent. Which means:

It routes your request. Maintains your session. Handles complexity. And keeps things moving. Whether you’re generating insights from internal data or creating a multi-section document, AVA intelligently delegates tasks to a network of specialized agents—with memory, logic, and modular coordination.

How it works:

• Main Agent: Routes your input to the right sub-agent (SQL or Document), keeps context, and adapts mid-task if you switch gears.

• SQL Agent: Already in play—natural language to SQL to insight. Now fully integrated into AVA’s orchestration layer.

• Document Creator Agent: The real breakthrough. A full-stack doc engine built from modular agents:

  • Template Agent: Loads structure, tags, and tone.

  • Planning Agent: Detects what's done, what's next, and when you’re ready to finalize.

  • Doc Filler Agent: Interviews you like a smart editor—tailoring prompts, nudging for clarity.

  • Writing Agent: Transforms input into polished, formatted output with controls for tone, length, and rewriting.

  • Document Composer: Renders the doc in real-time and produces structured outputs for downstream systems.

4. AVA UI 2.0

Experience meets efficiency:

• Conversation History – Pick up where you left off.

• Search Bar – Instantly locate key answers.

• Voice Transcription – Ask AVA out loud.

• Split View – Compare scenarios side-by-side.

• Unified Product View – Optimization + Assistant in one seamless interface.

5. Multi-Agent LangGraph Architecture

Under the hood, AVA runs on LangGraph—a powerful orchestration layer that allows agents to collaborate, route tasks, and adapt intelligently in real time.

Why it matters:

• More control over processes

• Faster insights at scale

• Effortless transitions between data and documents

• Structured outputs ready for execution and integration

This is AVA’s next era. Not just a smarter assistant - a team of intelligent agents, working on your behalf.

Let’s talk about what it unlocks for you.