Make better investment decisions with less work.
Send me a problemThe systems around research can shape what the team is able to do and how much work it takes to do it well.
News, filings, specialist sources and vendor tools may all contain useful information. Turning them into a usable view around the team’s actual questions can still require a lot of manual assembly.
New evidence matters in relation to what the team already believed. If prior conclusions, assumptions and context aren’t preserved clearly, updating the view can mean reconstructing the analysis first.
Research can reach an answer without clearly representing the assumptions and comparisons behind it, or how the evidence supports it. That can make it harder to know what should actually change the view when new evidence arrives.
Some questions are worth asking but impractical to pursue with the tools on hand. The right system can make that research feasible.
Promising prototypes and research workflows may still need data discipline, validation, integration and production engineering before people can depend on them.
Sometimes I build a new internal tool.
Sometimes I connect or extend systems the team already uses.
Sometimes the useful work is making a research prototype dependable enough for daily use.
Work can include connecting research sources, preserving research context as evidence changes, building reliable data and model pipelines, or removing recurring manual steps in investment and operations workflows.
Not every problem needs custom software. Sometimes the better answer is an existing product, a simpler integration, or a workflow change.
The best starting point is a real workflow or problem.
Tell me what the team is doing today and where it becomes difficult, manual or unreliable.
If I think there is something useful to do, I’ll send back a short one-page view of the problem and how I’d approach it.
If the approach makes sense, we define a bounded first piece of work.
First sprints are generally $5–10k and are typically delivered over roughly two weeks.
Tell me what the team is doing today and where the friction is.
Send me the problem