Introducing Chat 2.0: The Analytics Agent that checks its own work

Ayush Mall - WisdomAI Product Manager

Ayush Mall

Product Manager

5 years ago, every business question set off a lengthy chain reaction: requirements gathering, data modeling, dashboard creation, and follow up meetings on how to interpret the results. By the time the answers reached the decision maker, the business question evolved or the opportunity passed. Data teams were overrun with requests, BI tools full of dashboards no one looked at, and real business impact from data rarely materialized.

Today, AI-powered chat interfaces are transforming the way business users find insights. The front door is still a conversation, but instead of talking to an analyst and waiting for an insight, the response is self-serve and instantaneous. With AI analytics, decision makers can ask questions, find answers, and make decisions without needing to consult the data team. 

It’s a big promise, but it only works if the AI-generated insights are reliably accurate and the user interface is responsive and intuitive for business teams. That’s the reality we’re delivering with WisdomAI’s new-and-improved Conversational BI experience.

Trust every answer

Most text-to-SQL tools write a query, run it once, and move on. Chat 2.0 works the way an analyst would: write a query, execute, look at what actually comes back, and decide whether that result answers your question. If it doesn't, it rewrites the query and tries again — drawing on past questions in the conversation, curated examples, and the business logic your team has already documented — before it ever shows you a number. Designed with the analytics workflow in mind, Chat 2.0 delivers a more accurate, responsive, and intuitive experience for enterprise teams.

Analyzing data with Chat 2.0

That self-correction is only half of it. When a question is genuinely ambiguous, WisdomAI doesn't guess. It pauses to ask a short, structured clarifying question instead of delivering a confident answer to the wrong question. The slightest doubt is exactly when you want a second of friction, not a fast but incorrect answer.

Chat 2.0

The entire analysis is grounded in WisdomAI's Adaptive Context Engine. That means that every query, clarification, and judgment call WisdomAI makes is checked against your organization's actual metrics, terminology, relationships, and business rules — not generic assumptions about what "revenue" or "active customer" probably means.

Ask more ambitious questions

Not every question deserves the same amount of analytical depth and AI reasoning. So, our new Chat offers flexibility. With our new Chat Mode Selector, you decide the depth per question:

  • Lite for a quick lookup

  • Thinking for most everyday analysis

  • Expert for multi-step reasoning

Choosing modes in Chat 2.0

With Expert mode, users can perform long-running, open-ended analysis, initiated by a natural-language query — the kinds of questions that used to mean a follow-up meeting or a data team ticket. Based on your question, the Analytics Agent creates elaborate plans and triggers multiple agents to run several parallel analyses, delivering the requested answer. 

Triggering analysis

All of this power is there when you need it, but you can opt out when you don’t. This flexibility gives you more control of analytics speed and AI compute resources.

Keep the analysis moving

A correct, natural-language answer is only half the job. To tell the right data story, you need a sophisticated visual engine. 

Chat 2.0 pairs its advanced reasoning capabilities with a next-gen charting agent to build the best visualization for the data. Want a different chart, color, or view of the data? Ask in plain language, and WisdomAI automatically updates the same chart instead of rebuilding from scratch.

Breaking down dense information in Chat 2.0

When an answer is long or layered, Chat V2 renders it through a presentation layer, turning dense markdown into hero metrics, comparison cards and scannable sections instead of a wall of bullet points. This allows you to scan and find what’s most important in seconds, rather than parsing each answer like a detailed report.

Turning information into a dashboard

With WisdomAI, the analysis doesn’t stop at the chat window. You can quickly transform the visualizations you generated in chat into an AI-Powered Dashboard, set up the analysis to run as an automated Analytics Agent, or use AI to create pixel perfect presentations, or complete data apps with the same chat agent.

Ask Bigger Questions. Get Answers You Can Trust.

As of July, Chat 2.0 is WisdomAI’s default Conversational BI architecture. It’s a signal of where we’re leading the market — helping enterprises connect accurate, reliable insights to business action. With WisdomAI, an analytics agent doesn't stop earning your trust after one correct answer — it builds trust with every question and answer that follows.

If you're already a WisdomAI customer, Chat 2.0 is live in your workspace today. If you're evaluating WisdomAI for the first time, schedule a demo to see the power of WisdomAI for yourself.

Ayush Mall - WisdomAI Product Manager

Ayush Mall

Product Manager

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