Dependable data.
Confident decisions.
Ish & Pen helps small and midsize businesses modernize outdated data systems — automated pipelines, modern platforms, and processes you can trust — so every decision starts from data you believe in.
Built for teams that have outgrown their tools
We work with small and midsize businesses — especially the operations and finance teams still doing manual data work to get a report out the door. If any of this sounds familiar, you're exactly who we're here for.
"It all lives in one spreadsheet."
Critical reporting depends on a single workbook — and the one person who understands it. Every vacation, resignation, and sick day is a business risk.
"Month-end takes a week of copy-paste."
Exports, pivots, pasting between files, emailing versions around. Your team spends days moving data instead of minutes reading it.
"Two reports, two different numbers."
Sales says one thing, finance says another, and every meeting starts with an argument about whose number is right instead of what to do next.
We upgrade the systems your business runs on
Every problem above has the same root cause: systems the business has outgrown. We offer four engagements — from a focused assessment to an embedded partnership — each scoped to fix them for good.
Data Pipeline Health Check
A focused review of your pipelines, reporting workflows, and failure points — with a prioritized roadmap you can act on immediately.
View the Health Check →Data Pipeline Build & Automation
A defined project to build, repair, automate, or modernize a data process — scoped and priced before work begins.
Explore Project Services →Pipeline Reliability Plan
Ongoing, on-call support for businesses that depend on ETL pipelines but don't need a full-time data engineer.
View Managed Support →Fractional Data Engineering
Ongoing hands-on data engineering and technical guidance for teams that need more capacity or expertise.
Explore Fractional Support →Why Ish & Pen?
Ish & Pen exists to give organizations confidence, clarity, and consistency. We help clients trust their data, simplify complex processes, and build dependable systems — so they can make better decisions with confidence.
Principles we don't compromise on
We don't chase busy. We chase value.
Clarity is our craft.
Order creates opportunity.
We solve business problems, not just technical problems.
Ready to trust your data?
Tell us about the system you've outgrown. We'll tell you — honestly — what it takes to upgrade it.
Start the conversation