Your team asks.
Your data answers.
Catalyst is the conversational analytics layer of Diwo. Every operator, analyst, and executive types a question in plain English; Catalyst runs the query, assembles the answer with charts and evidence, and stitches pinned cards into auto-generated dashboards and executive briefings.
Catalyst · query executed in 1.8s · 35 rows returnedStart the day with a queue of questions.
Good morning, Admin
New Recommendations20Client Engagement & Satisfaction7A real answer — not another dashboard.
Flag repeat high-severity alert customers for enhanced monitoring
Query returned 35 rows.- Fraud Suspect alerts are critical with 10 open cases.
- Late Payment and Low Balance are the most frequent high-severity alerts.
- Over Limit alerts also contribute significantly to high-severity cases.
- Repeat alerts are concentrated among a few customers.
Charts appear without the request.
Pin any card. Catalyst builds the dashboard.
- Nikkel, Young & Jennifer each have 6 high-severity alerts
- Rachel Brown + Michael Thompson follow with 5 alerts each
- Top 4 customers account for the highest number of repeat alerts
- Fraud Suspect alerts are critical with 10 open cases
- Late Payment and Low Balance are the most frequent
- Over Limit alerts contribute significantly to severe cases
- Repeat alerts are concentrated among a few customers
One click — executive briefing.
The analysis highlights a significant number of repeat high-severity alerts among top customers, which correlates with fluctuating customer satisfaction scores across different alert types. Addressing these alerts is crucial to maintaining client satisfaction and trust.
- Several top customers are experiencing repeat high-severity alerts, indicating potential systemic issues.
- Customer satisfaction scores vary monthly, with notable dips associated with fraud suspect alerts.
- Dormant account alerts have a less pronounced impact on customer satisfaction compared to other alert types.
- 1Investigate the root causes of repeat high-severity alerts for top customers to mitigate future occurrences.
- 2Enhance fraud detection and prevention measures to improve customer satisfaction scores.
- 3Develop targeted communication strategies for customers affected by large-transaction alerts to maintain trust.
Teams that stopped writing tickets and started asking.
Catalyst is deployed at enterprises in financial services, healthcare, retail, and industrial — anywhere a business user would rather ask a question than open a dashboard.
How a regional bank replaced 14 static dashboards with one conversation
“Our operators stopped asking the analytics team for one-off pulls. They ask Catalyst, get a chart, pin it. We reclaimed a quarter of an analyst team.”
How a health system turned quarterly reviews into weekly briefings
“The AI briefing writes the narrative we used to pay a consultant for. We pin 6 cards, click Briefing, and we have an exec-ready page in under a minute.”
Catalyst doesn’t replace your warehouse. It makes it answer.
Snowflake, Databricks, BigQuery, Postgres, MySQL, SQL Server. Point at your tables and start asking — no ETL, no new model required.
OpenAI, Anthropic, Google, Groq, or a private deployment. Configure per tenant. Swap models without changing a line of your team's code.
Operators ask in plain English. Catalyst maps vocabulary to schema, runs safe queries, and speaks back in headings, bullets, and charts.
Shared conversations, pinned dashboards, role-scoped use cases, capability-based permissions. Analysts set the rails; operators self-serve.
Per-query SQL validation, schema-aware prompt injection defense, output schema enforcement, row-level access, tenant isolation.
Every question, SQL query, model used, and card returned is logged and replayable. Legal, compliance, and audit teams can reconstruct any answer.
Conversational analytics in the bigger picture.
The AI-accelerated branch of BI that Catalyst sits in. Natural language, auto-chart, auto-insight.
Where Catalyst fits on the spectrum from dashboards to decisions. Ten dimensions, one clear delta.
Catalyst's sibling. Ranked opportunities, what-if simulation, AI-validated strategy, push to ops.
Ask one real question. Get a real answer.
In the same meeting.
Send us a sample through a secure channel — or we’ll provide one. We’ll stand up Catalyst, connect a single warehouse, and answer your hardest business question live in the same working session. No procurement cycle required.