We handle
the digital
landscape.
Overcastly architects the intelligent systems that quietly run modern businesses — BI, AI, web, pipelines, and the integrations that bind them.
Six disciplines.
One operating system for your business.
We don't sell point solutions. We design how the parts of your stack speak to each other — then build the parts that don't yet exist.
Quiet systems,
loud results.
Real engagements, told in plain language. If one of these sounds like a Monday at your company, we should talk.
Replaced a three-hour morning spreadsheet ritual with one live dashboard.
An AI assistant that drafts loan memos in the firm's own voice.
Two acquired clinics, one patient record — without changing how staff work.
A 40-step purchase order, collapsed to one approval screen.
SHIPPING IN PRODUCTION
Notes from
under the clouds.
Field reports, technical opinions, and the occasional contrarian take.
The boring case for AI in mid-market operations.
Most AI value sits one layer below the headlines — in the routing rules, the reconciliation jobs, the invoices that never get sent. The unglamorous wins are the ones that compound.
Read noteA pragmatic stack for data pipelines in 2026.
We've shipped enough pipelines to know which abstractions earn their keep. Here's the kit we reach for, the kit we've abandoned, and the small set of opinions we've grown to defend.
Read noteWhy we ship a v0 in week one.
Discovery decks die in inboxes. A working surface — even ugly, even partial — changes the conversation immediately. Here's how we set up the first week to maximize learning.
Read noteGot a system that needs
weather-proofing?
Tell us where it hurts. We'll come back within 48 hours with a sketch of where to start — no decks, no salespeople.