In a GenAI-driven world where users expect instant answers to complex questions, waiting minutes for insights can mean missed opportunities. Whether you’re a product manager chasing trends or a CXO making a split-second call, data should respond as fast as your thoughts. Imagine if every business question you asked, no matter how complex, was answered before your coffee cools.
That’s the promise of Synapt Ask, your AI-powered BI companion that transforms natural queries into instant, trustworthy insights. In a world where every second of delay costs momentum, Ask listens, understands, and responds in under ten seconds—turning data exploration into a frictionless, conversational experience.
Here’s how each of those ten seconds unfolds across a tightly engineered pipeline—moving from intent detection to context grounding, LLM interpretation, real-time data retrieval, and adaptive visualisation to deliver an insight you can trust.
Every insight you seek starts with a genuine business need. It might be a quick check on performance, a deep dive into trends, or a spur-of-the-moment hypothesis you want to validate. You ask it in plain language, just the way you’d message a colleague.
The moment you ask a question—say, “Show me Q2 revenue by product line”—Ask springs into action. A sophisticated orchestration layer, built on frameworks like LangChain or LlamaIndex, instantly parses your natural language, identifying entities, metrics, and timeframes. It doesn’t just interpret words; it understands meaning, context, and business logic.
Next, Ask ensures your question aligns perfectly with your business reality.
It retrieves relevant definitions, relationships, and historical patterns from a vector database (such as Neo4j, Milvus, or Qdrant) — anchoring every interpretation in your organization’s unique schema.
So when you say “Q2,” it knows whether you mean fiscal or calendar quarter. When you say “value,” it knows whether it’s customer lifetime value or deal size. This contextual grounding ensures that answers are not only fast but also accurate.
Now, it’s time for intelligence to take over. From the 4th second of asking a question, a powerful Large Language Model (like Gemini, Claude, or OpenAI) processes the grounded query, applying semantic reasoning to generate an accurate, business-aware query.
This step bridges human language and machine logic, ensuring your question is executed with nuance rather than guesswork.
With the logic defined, the system dives into your live data sources.
The retrieval layer executes the query directly, joining tables, applying filters, aggregating data, and retrieving results in real-time.
No pre-aggregated dashboards. No stale extracts. Just live, accurate data — faster than it takes to refresh your inbox.
Finally, the answer arrives—a clear visual, ready to act on.
The visualisation layer, integrating with tools like Metabase, Power BI, or Looker, automatically selects the most intuitive representation:
Each visual is presentation-ready, traceable to its source SQL, and backed by logic you can validate instantly.
In ten tightly orchestrated seconds, Synapt Ask turns your plain-language query into a context-rich, schema-aware, real-time insight, delivered in a format that speaks your language. It’s not just speed, it’s precision at the pace of thought.
Every millisecond of the process is designed for trust, transparency, and actionability—so you can focus less on querying data, and more on shaping decisions.
For most enterprises today, speed is more than convenience—it’s a competitive edge. Ask’s 10-second journey redefines BI from a static report to a living, conversational experience. Because when data starts answering as fast as you can think, that’s when real intelligence begins.
Ready to experience 10-second intelligence? Talk to our AI experts today to see how 10 Seconds Can Change BI Forever.
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