AI Query & Assistant

Overview#

The AI Assistant lets you ask questions about your logistics data in plain English and get accurate, trustworthy answers — backed by your actual data, not guesses.

Instead of navigating dashboards or writing queries, your team can ask things like "How many shipments were late last week?" or "What's the average transit time for FedEx from Memphis to Dallas?" and get an answer drawn from your connected databases, uploaded documents, and business definitions.

Every answer shows its sources and explains how it got there, so you always know how much to trust the result.

AI Assistant with conversational interface and source attribution

Smart Question Handling#

When you ask a question, Mithrilis figures out the best way to answer it:

• Data questions — "How many shipments are in transit?" → looks up the answer in your connected databases
• Document questions — "What are the penalty clauses in our FedEx contract?" → finds the relevant section in your uploaded documents
• Calculated metrics — "What's our on-time delivery rate this quarter?" → runs the calculation across your data
• Follow-ups — "Can you break that down by carrier?" → uses context from the conversation to refine the answer

This happens automatically — you just ask the question in whatever way feels natural. The more specific you are, the more precise the answer.

Answers You Can Verify#

For data questions, the system shows you the query it ran alongside the answer, so you can see exactly how the number was calculated. For document questions, it points you to the specific passages it found. Nothing is a black box.

Question answered with data source and query shown alongside the result

Conversational Assistant#

The assistant is a full chat interface for exploring your data across multiple conversations.

Manage Your Conversations#

• Multiple threads — Run several investigations at once. Keep one conversation about carrier performance and another about cost data, each with its own context.
• Organize — Star important conversations for quick access, rename them for clarity, and delete ones you're done with.
• Edit messages — Rephrase a question or fix a typo without starting over.

Always There When You Come Back#

Your conversations are saved automatically. Close your browser, come back tomorrow — everything is right where you left it. Each team member has their own conversation history.

Confidence Indicators#

Every answer comes with a clear confidence level so you know how much to rely on it:

• High confidence — Strong data support, you can act on this
• Medium confidence — Likely correct, but worth a quick check
• Low confidence — Relevant data found, but the answer should be verified
• Insufficient data — Not enough information to give a reliable answer

These indicators are consistent across the entire platform — the same confidence levels you see in the AI Assistant also appear in Data Unification and anywhere else Mithrilis uses AI. Your team learns one system and applies it everywhere.

Getting Started#