Notes on data, tools & software.
Honest, practical articles on manufacturing data mapping, custom software, and the technology decisions that actually move a business forward.
Turning Messy Tool Output Into Clean Manufacturing Data
Why manufacturing tools emit unstructured RTF, TXT, and log files — and how to turn that mess into clean, structured, validated data.
ManufacturingHow to Turn RTF and TXT Tool Files Into Structured Data
A practical look at parsing messy RTF and TXT tool exports into clean structured rows — control codes, shifting layouts, and corrupt lines included.
ManufacturingFrom Tool Data to Yield and Scrap Analytics
Once your tool data is clean and structured, yield, scrap, and SPC analytics get straightforward. Here's the path from raw files to real numbers.
ManufacturingWhat Is a Manufacturing Data Pipeline? A Plain-English Guide
How raw tool files become clean, structured data your dashboards, yield, and ERP can actually use — explained without the jargon.
ManufacturingCMM Inspection Data: From DMIS Files to SPC Charts
Turn CMM output — DMIS, PC-DMIS, Calypso, TXT/CSV reports — into clean dimensional data ready for SPC, Cpk, and scrap tracking.
ManufacturingConnecting Shop-Floor Tools to Your MES or ERP
Get data from shop-floor tools into your MES or ERP — map and validate the messy files first, then integrate by API, file, or database.
Custom SoftwareHow Much Does Custom Software Really Cost? A 2026 Breakdown
An honest look at what drives custom software pricing, realistic ranges, and how to scope a build to get more for less.
Custom SoftwareWhat We Learned Shipping Our Own Products
Lessons from building and running SweepFit and aidocusource — and how that product-owner mindset shapes the software we build for clients.
Apr 14, 20267 Workflow Automation Examples for Small Business
Real automation examples that save small businesses hours every week — from new customer onboarding to invoice follow-ups.
Apr 10, 2026Custom Scheduling Software for Small Business: Beyond Calendly
When Calendly and Acuity don't fit, custom scheduling software gives you exactly the booking flow your customers need.
Apr 7, 2026When to Migrate From WordPress to a Custom Site
Signs your WordPress site is holding your business back, and what migrating to a custom site actually involves.
Mar 31, 2026AI Automation for Small Businesses in Virginia
Practical AI automation for small businesses in Virginia — from email triage to invoice processing. Local examples and realistic costs.
Mar 17, 2026Build vs Buy Software for Small Business: A Framework
An honest framework for build vs buy decisions — when SaaS wins, when custom wins, and how to decide.
Mar 3, 2026Why Every Small Business Needs a Website Maintenance Plan
A website maintenance plan prevents broken pages, security holes, and lost SEO. Here's what should be in one and what it costs.
Feb 17, 2026Custom Field Service Management Apps That Fit Your Business
When ServiceTitan and Jobber don't fit, a custom field service management app might be the answer.
Feb 3, 2026Custom Inventory Management Systems for Small Business
When off-the-shelf inventory tools don't fit, custom inventory management systems are simpler and cheaper than you'd think.
Jan 20, 2026How to Automate QuickBooks Workflows for Small Business
Practical ways to automate QuickBooks workflows — invoice creation, payment matching, expense categorization, and more.
Jan 6, 2026Custom CRM vs HubSpot: Which Saves Small Business Money
An honest comparison of custom CRM vs HubSpot — when each one wins, and how the math actually works out over 3 years.
Dec 16, 2025When to Replace a Spreadsheet With a Custom App
How to know when your spreadsheet is costing more than a custom app — and what the migration actually looks like.
Dec 2, 2025QuickBooks Integrations Every Small Business Should Know
QuickBooks integrations that save small businesses hours every week — from website forms to inventory to time tracking.
Nov 18, 2025Spreadsheet Replacement for Small Construction Businesses
Why spreadsheets are costing your construction business money — and what to replace them with.
Nov 4, 2025AI Software in Small Business: Automate Tasks Eating Your Day
Real ways small businesses are using AI software to automate the tasks eating their day — without enterprise budgets.
Oct 21, 2025The Honest Guide to Affordable Custom Software for Small Business
What affordable custom software for small business actually costs, what it can do, and when it's worth it.
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