We advise on reporting, data engineering, and automation. We also publish backtested market insights for investors who want the research done properly. Two services, one focus: making data actually useful.
We help organisations get more from their data — through advisory, reporting systems, data engineering, and automation. Separately, we publish Market Insights: a research product built on 25 years of backtested price data.
Most organisations have more data than they know how to use. We review your reporting setup, identify what is missing, and advise on the right architecture and tooling: Power BI, Snowflake, Azure, or otherwise. No implementation overhead, no long contracts. Senior advisory on a clear scope.
Reconciliation done manually. Reports built by copy-paste. Dashboards refreshed by hand every Monday morning. We scope and deliver automation for exactly these workflows, using Python and Alteryx, with full handover so your team runs it independently.
Independently researched market insights across equities, FX, indices, and commodities. Each finding is tested against 25 years of price history, presented with hit rates, average returns, and the full occurrence history. You decide what to do with it.
Coming soonThis is how Market Insights works. We are currently finalising the first set of findings before opening access. Join the waitlist below to be notified first when it launches.
We define a precise, testable condition: an indicator level, a price pattern, or a specific market state. Then we test it across thousands of combinations to find the ones worth taking seriously.
Every candidate is tested against 20–25 years of real price data across the covered markets. Occurrences logged, outcomes measured. Most patterns fail. The ones that consistently hold up get published.
When a pattern triggers, you see it straight away: hit rate, average return, the full occurrence history, and current status. The numbers are all there. What you do with them is up to you.
Our background starts with the data layer: designing pipelines, building reporting systems, architecting databases, and delivering BI dashboards at C-level across organisations of all kinds.
That technical foundation sits alongside deep market experience. Published research in algorithmic trading strategy, live portfolio management, extensive experience launching and scaling trading platforms, and direct advisory work with brokers and institutional clients.
Most people in this space come from one side or the other. We come from both. That is what makes the work useful rather than just technically correct.
Reporting architecture and BI dashboard advisory for financial firms. Data flow review, consolidation recommendations, and visualisation strategy, without taking on full implementation.
The method is simple: identify recurring market conditions backed by decades of price history, applying pure mathematics, thorough backtesting, and transparent statistical methods. No bias, no interpretation, no opinion. Just reproducible findings anyone can verify.
End-to-end product ownership across trading platforms used by thousands of traders globally. From feature ideation to go-live, with hands-on experience in growth, retention, and B2B platform expansion.
Automation built and deployed in live environments. From workflow automation replacing manual processes, to tooling that accelerates analysis without replacing judgement.
Most organisations have data. Few have it working properly. We help with the full picture: building pipelines, structuring reporting, designing dashboards, and automating the processes that should not need a person to run them. We also publish independently researched market insights for investors who want the analysis done rigorously.
From data engineering and pipeline architecture to reporting, BI dashboards, and workflow automation. Whether the problem is messy data, slow reporting, or manual processes that should not exist, we have worked on it before.
We work with businesses across sectors. Data quality issues, reporting bottlenecks, and automation gaps are not limited to one industry. If your team is spending time on work that should be handled by a system, that is something we can fix.
Every insight we publish starts with a clearly defined condition and is tested against a full historical record. If it does not hold consistently, it does not get published. The methodology is always included so you can verify it yourself.
The background here includes designing data infrastructure, building C-level dashboards, and deploying automation in live environments. We know what it takes to get data working in practice, not just in a proposal.
Whether you are looking for data advisory, reporting systems, automation, or want early access to Market Insights when it launches. Get in touch and tell us what you are working on.
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