Investment data systems that run themselves.

Pipelines, datasets, dashboards and automation that turn manual investment and financial-data work into systems your team owns.

Pickel Fintech builds investment data systems for investment teams, funds and operators. The output is a pipeline, dataset, dashboard or report that updates itself, fully documented and owned by you. The work pairs institutional investment experience with 7+ years of production engineering in Python (FDP), by Tom Pickel.

Who this is for

Investment teams re-keying the same market or portfolio data
Funds whose process lives in one person's head
Operators running on manual spreadsheets and copy-paste

What you get

A working pipeline, dataset, dashboard or report
Automation that updates itself on a schedule
Full documentation and ownership, with no lock-in
Hours of manual work reduced to a few clicks

How it works

Show me the manual process and the data sources
We scope the system and how you will run it
You receive a working, documented system you own

Common questions

What technology do you use?

Primarily Python and SQL, with the database, scheduling and dashboard layer chosen to fit your team and budget.

Do I own the system?

Yes. It is delivered ready to run, fully documented and yours to keep, with no lock-in.

Can you work with our data sources?

Yes. Market data, SEC filings, internal spreadsheets, APIs and web sources, brought into one reliable pipeline.

How does this relate to your products?

It is the same engineering behind The 13F and Souppe, scoped to your specific problem instead of a general product.

Related work: live products built on the same engineering, SEC 13F intelligence (The 13F) and portfolio risk analysis (Souppe), or investment-side work such as a portfolio consultancy review. See the full advisory practice.

Tired of doing the same data work by hand?

Send a short note describing the process. You will get a clear next step and a plan for a system you own.

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