# Overcastly

> A studio building the BI, AI, web, pipelines, and integrations that quietly run modern businesses.

Overcastly is a remote-first studio based in Birmingham, AL, founded 2026. We design and build the BI, AI, web, pipelines, and integrations that quietly run modern businesses. This file is an index to our public content for LLMs — see llms-full.txt for the full prose.

## Services
- [Business Intelligence](https://overcastly.com/services#bi): Turn your operational data into a single source of truth that informs every decision.
- [AI & Machine Learning](https://overcastly.com/services#ai): Custom models, RAG systems, and AI agents built around your proprietary data.
- [Web Development](https://overcastly.com/services#web): Performant marketing surfaces, internal tools, and product UIs.
- [Data Pipelines](https://overcastly.com/services#pipelines): Batch and streaming infrastructure that moves the right data to the right place.
- [System Integrations](https://overcastly.com/services#integrations): Stitch your CRM, ERP, warehouse, and SaaS tooling into one coherent system.
- [Cloud Infrastructure](https://overcastly.com/services#cloud): Cloud architectures designed for the workloads of tomorrow.

## Case studies
- [One morning dashboard instead of seven spreadsheets.](https://overcastly.com/work/northwind-logistics-unified-ops-dashboard): Regional freight & 3PL · ~$120M revenue. Result: 7→1 systems unified.
- [An AI assistant that drafts loan memos in your firm's voice.](https://overcastly.com/work/helio-financial-ai-underwriting-assistant): Specialty commercial lender · ~80 underwriters. Result: 12× faster first drafts.
- [Two acquired companies, one patient record — without changing how clinicians work.](https://overcastly.com/work/ardent-health-post-acquisition-integration): Multi-site outpatient group · post-acquisition. Result: 99.97% sync uptime.
- [A 40-step purchase order, collapsed to one approval screen.](https://overcastly.com/work/stratafold-procurement-automation): Contract manufacturer · 6 plants · $400M revenue. Result: −86% manual hours.
- [Seeing next quarter's cloud bill today.](https://overcastly.com/work/cloudlayer-cloud-spend-forecasting): B2B SaaS · ~$60M ARR. Result: 94% forecast accuracy.
- [Moving the plumbing while the water stays on.](https://overcastly.com/work/mercator-zero-downtime-pipeline-migration): Online marketplace · 8M monthly users. Result: 0s customer downtime.

## Journal
- [The boring case for AI in mid-market operations.](https://overcastly.com/journal/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.
- [A pragmatic stack for data pipelines in 2026.](https://overcastly.com/journal/pragmatic-stack-for-data-pipelines-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.
- [Why we ship a v0 in week one.](https://overcastly.com/journal/why-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.
- [Retrieval before fine-tuning, almost always.](https://overcastly.com/journal/retrieval-before-fine-tuning): Teams keep asking us to fine-tune a model when retrieval would solve the problem at a tenth of the cost and a hundredth of the maintenance. A short manifesto.
- [Buy the dashboard, build the model.](https://overcastly.com/journal/buy-the-dashboard-build-the-model): There's a defensible boundary between commodity tooling and your real edge. We help clients draw it deliberately rather than by accident.
- [Notes on running an engagement from Alabama.](https://overcastly.com/journal/notes-on-running-an-engagement-from-alabama): Remote-first means the work moves at the speed of writing, not meetings. A look at how the studio operates across time zones — and why we wouldn't go back.

## Contact
- Email (new projects): hello@overcastly.com
- Press: press@overcastly.com
- Careers: join@overcastly.com
- Phone: +1-205-555-0114 (Mon–Fri, 9–6 CT)
- Studio: Birmingham, AL · serving North America & European Union
- Contact form: https://overcastly.com/contact

## Optional
- [Full content (llms-full.txt)](https://overcastly.com/llms-full.txt): every service description, case study, and journal post as plain text.
- [Sitemap](https://overcastly.com/sitemap.xml)
- [RSS feed](https://overcastly.com/feed.xml)