About a-team Marketing Services
The knowledge platform for the financial technology industry

A-Team Insight Blogs

Datawatch Adds Panopticon Streams Real-Time Stream Processing Engine

Subscribe to our newsletter

Datawatch has increased the speed of real-time streaming and time series data analytics with stream processing engine Panopticon Streams. The engine can be used as a stand-alone solution or in conjunction with Panopticon’s Visual Analytics platform.

Peter Simpson, vice president of visualisation strategy at Datawatch Panopticon, says: “Capital markets customers will benefit from Panopticon Streams’ support of several key use cases, including best execution, real-time P&L, transaction cost analysis and trader and trading surveillance.

“The addition of the engine’s capabilities means we now offer a general purpose streaming analytics platform. It has applications anywhere organisations need to identify anomalies and outliers, investigate their causes, back test potential solutions, and then alter their business processes to address the issue. Given the software’s ability to handle real-time and time series data, we believe it will be most useful in electronic trading, telecommunications, energy, and IoT applications.”

The combination of stream processing, rapid data comprehension through visual analysis, faster investigation through time series analysis and playback down to the individual tick, is designed to help organisations make timely, more informed decisions that have immediate financial impact.

Built on the Apache Kafka platform, Panopticon’s solutions enable business users to build sophisticated Kafka data flows with no coding. Users who understand the business problems can create their own data flows, which can use information from a number of sources and incorporate joins, aggregations, conflations, calculations, unions and mergers, and alerts. Analysts can visualise processed data using Panopticon Visual Analytics and deliver it to Kafka, Kx kdb+, InfluxDb, or any SqL database.

Subscribe to our newsletter

Related content

WEBINAR

Recorded Webinar: The Buy-side Trading Desk of the Future

The buy-side trading desk is facing a structural reckoning. Decades of siloed systems for equities, FX and fixed income have created what COOs increasingly describe as a “silo tax” – duplicated headcount, fragmented data, and operational overhead that is harder to justify now that the underlying workflows have, in functional terms, converged. Thirty years of...

BLOG

The Buy-and-Build Line Keeps Moving – And That’s the Point

The old buy-versus-build debate in trading technology has been declared dead so many times it risks becoming a cliché. But at a recent A-Team Group webinar entitled How to move to a modern, component based trading architecture using a Buy AND Build approach, sponsored by interop.io, a sharper question surfaced beneath the familiar framing: if...

EVENT

ExchangeTech Summit London

A-Team Group, organisers of the TradingTech Summits, are pleased to announce the inaugural ExchangeTech Summit London on May 14th 2026. This dedicated forum brings together operators of exchanges, alternative execution venues and digital asset platforms with the ecosystem of vendors driving the future of matching engines, surveillance and market access.

GUIDE

AI in Capital Markets Handbook 2026

AI adoption in capital markets has moved into a more disciplined phase. The priority is now controlled deployment: where AI can be used safely, where it can deliver measurable value, and how outputs can be governed, monitored and evidenced. The 2026 edition of the AI in Capital Markets Handbook examines how AI is being applied...