Turn high-volume data into decisions your team can act on, every day.
Most businesses are rich in data and poor in decisions, because the data is scattered, slow, or impossible to trust. We build the pipelines, platforms, and dashboards that turn raw, high-volume data into accurate, real-time insight, so the numbers people act on are ones they can rely on.
The pressure data leaders are under
Every business says it's data-driven. Few actually are, because the data sits in silos, arrives too late to act on, or can't be trusted enough to bet a decision on. Dashboards show yesterday's numbers. Reports take days to build. And when leadership asks "why", no one can answer quickly.
Data in silos
Operational, financial, and customer data spread across systems, so no one has the full picture.
Too slow to act
Batch reporting and manual analysis mean insight arrives after the moment to use it has passed.
Numbers you can't trust
Inconsistent, unvalidated data undermines confidence in every decision built on it.
Scale that breaks
Growing data volume overwhelms systems never designed for it.
What we build for data & BI
Grounded in genuine data-engineering-at-scale, a dedicated BI product plus analytics and pipelines inside the platforms we build.
Business intelligence platforms
Turning operational data into dashboards and insight leaders act on daily, built on a governed, reliable data foundation.
Real-time data pipelines
High-throughput ingestion and processing that turn live, high-volume data into insight in seconds, not hours.
Embedded analytics
Analytics and reporting built into the products that run the business, so insight lives where the work happens.
Data integration & foundations
Unifying scattered sources into one accurate, real-time, governed view that decisions can be built on.
The hard part we engineer
Reliable BI is a data-engineering problem, scale, real-time processing, trust, and putting insight where it's needed.
Scale that holds
Pipelines processing 1TB+ of data per day, cutting insight time from 6–8 hours to seconds on the aviation platform, on a cost-efficient, cloud-native architecture.
Real-time, not batch
Streaming ingestion (e.g. live market data via Polygon.io) so insight reflects now, not last night.
Trustworthy by design
Validated, consistent data with clear lineage, so the numbers leadership acts on hold up to scrutiny.
Insight where it's needed
Analytics embedded directly into operational platforms, not stranded in a separate BI tool no one opens.
From raw data to reliable decisions
Streaming + batch
Normalisation
Validated, real-time analytics
Scattered, high-volume data, turned into one reliable, real-time source of decisions.
Real data work
View all case studiesParlay BI
A business-intelligence platform turning operational data into actionable insight. We'll link the full case study once it's confirmed nameable.
Aviation data platform
A cloud-native platform processing 1TB+/day, cutting insight time from 6–8 hours to seconds at 50% lower cost.
Read case studyBlackhedge (now Surmount AI)
Real-time market-data pipelines (via Polygon.io) powering AI stock signals and risk insight.
Read case studyOutcomes we've delivered
How you'd work with us
Pick the level of ownership that suits you.
Staff augmentation
Add senior data engineers to your team.
Dedicated team
A committed data team that runs like your own.
Full delivery
Hand over the build and we deliver it end to end.
Frequently asked questions
Can you handle our data volume in real time?
Yes. We've built pipelines processing over 1TB of data a day, cutting time to insight from hours to seconds, on cost-efficient, cloud-native architecture.
How do you make sure the data is accurate and trustworthy?
With validation, consistency checks, and clear data lineage built into the pipeline, so the numbers leadership acts on can be traced and hold up to scrutiny.
Can you build dashboards, or embed analytics into our existing product?
Both. We build standalone BI dashboards and embed analytics directly into operational products, so insight lives where the work happens rather than in a separate tool.
Can you integrate our scattered data sources into one view?
Yes. We unify operational, financial, and live-feed data into one accurate, real-time, governed view that decisions can be built on.
Do you work with live/streaming data feeds?
Yes. We build streaming ingestion, including live market data via providers such as Polygon.io, so insight reflects the current moment rather than last night's batch.
How quickly can you start?
Usually within one to two weeks, depending on scope and access. We start with a short discovery to map your sources, volume, and the decisions the data needs to drive.
Rich in data, poor in decisions?
Tell us what you're working with, and we'll tell you honestly how we'd approach it.