Orbit Analytics
A real-time business intelligence dashboard streaming billions of events with natural-language querying powered by an LLM layer.
Orbit wanted every team — not just analysts — to answer data questions instantly, in plain English, over billions of events.
The challenge
Existing dashboards were slow, rigid, and required SQL. Non-technical teams filed tickets and waited days for answers that were stale on arrival.
Our approach
- 1
Built a columnar streaming pipeline for sub-second queries at scale.
- 2
Added a natural-language layer that compiles questions to safe queries.
- 3
Designed a drag-and-drop dashboard builder with row-level security.
- 4
Shipped scheduled reports, alerts, and 100+ connectors.
The results
The AI query layer lets non-technical teams ask questions in plain English and get answers in milliseconds. It changed how the whole company works.
- Client
- Orbit SaaS
- Industry
- SaaS
- Year
- 2024
- Duration
- 7 months
- Data Engineering
- AI & Machine Learning
- Web Development
- React
- Python
- ClickHouse
- LangChain
- Kafka
Let's build your success story
Every case study here started with a conversation. Tell us what you're working on and we'll show you what's possible.