May 1, 2026
How to perform Lookup in VBA
Discover multiple approaches to replicate VLOOKUP in VBA for Excel automation. Learn why the dictionary method outperforms traditional lookups, especially with large datasets.
Read articleLearn Data Automation
Turn messy Excel and Access estates into systems teams can run
Long-form, implementation-minded articles for organizations where spreadsheets and desktop databases still carry real revenue and compliance load—not toy examples, but patterns from the field.
- →Diagnose slow workbooks, brittle macros, and multi-user Access pain without a buzzword bingo card.
- →Each piece ends with a practical path: what to try in-house, what to stage, and what to escalate.
Subscribe while you learn data automation
Get an email when a new post goes live—practical tutorials and field notes on automating reporting, cleaning data, and keeping desktop workflows reliable. One message per article; unsubscribe anytime from the link in every message.
Free · No spam
Keep learning data automation
Field notes on reliable reporting, spreadsheet and database automation, and when to graduate a workflow—written for practitioners, not slide decks. Unsubscribe anytime from any message.
- ✓Be first to read new posts—hands-on lessons on automating workflows, cleaning data, and shipping reports teams trust.
- ✓Implementation detail you can reuse: patterns, tradeoffs, and what to try before you escalate or rebuild.
- ✓No drip courses or promos—just new articles. Unsubscribe in one click from any message.
Opens a quick signup form—name optional.
Need hands-on help?
If you are stuck on a slow model, a fragile Access deployment, or a migration off desktop tools, you can book implementation support—scoped work with clear outcomes, not endless discovery.
What we write about
The through-line is simple: help you ship reliable data workflows in the tools you already have—while being honest about where those tools stop being enough.
Performance & stability
Large workbooks, volatile formulas, and slow recalc—how to profile, trim, and keep files responsive under daily load.
Access in production
Split databases, locking, corruption risks, and patterns that keep small teams productive without a full rewrite.
Automation that lasts
Power Query, VBA where it still fits, and handoffs to IT when a spreadsheet stops being the right container.
Reporting you can trust
Single sources of truth, audit-friendly exports, and checks so leadership sees the same numbers ops uses.
Migrations & cutovers
Moving critical logic from Access or Excel into the next layer—without losing tribal knowledge mid-project.
Governance without gridlock
Templates, versioning, and light process so power users innovate safely alongside compliance needs.
Latest from the blog
Newest published articles. Subscribe above if you want these in your inbox when they go live.
Apr 24, 2026
MS Access - ODBC Error - Incorrect Syntax Near '='. (#102)
Facing ODBC Error #102 in MS Access? Discover how a recent update disrupted operations and learn a quick rollback solution to restore functionality without remote sessions.
Read article
Apr 17, 2026
Data Automation Tips and Tricks
Discover practical tips for automating your data processes with Excel and Access. Learn how to streamline your work, reduce inefficiencies, and master VBA for better productivity.
Read articleHow each article is structured
Skim the headline, or read end-to-end—either way you should leave with vocabulary, a mental model, and next actions you can discuss with stakeholders.
- 1
Problem in plain language
What the business feels when files crawl, sync fails, or numbers disagree between teams.
- 2
Root cause, not magic
Why it happens under the hood so you can spot the same class of issue next time.
- 3
Fixes you can try first
Concrete steps—from quick wins to deeper refactors—ordered by risk and effort.
- 4
When to bring in help
Clear signals that it is time for a scoped implementation or a structured rebuild.
Who this is for
If your organization still runs important workflows through workbooks and .accdb files, you are the audience—whether your title says analyst, manager, or "the person who knows where the numbers live."
Operations & finance leads
You own the numbers but inherit fragile files. You want fewer emergencies and clearer upgrade paths.
Analysts & power users
You push Excel and Access hard. You want patterns that scale and documentation your successor can read.
IT-adjacent owners
You are not running a data platform team yet, but you need reliability, backups, and sane handoffs.
Why this site exists
Most teams do not need another slide deck about "digital transformation." They need fewer 2 a.m. rebuilds of the forecast model, Access databases that survive concurrent edits, and a shared language between business owners and whoever eventually inherits the files.
These posts are written to shorten that gap: clear problem statements, realistic tradeoffs, and implementation detail you can reuse in your own environment.
Get updates
Free · No spam
Keep learning data automation
Field notes on reliable reporting, spreadsheet and database automation, and when to graduate a workflow—written for practitioners, not slide decks. Unsubscribe anytime from any message.
- ✓Be first to read new posts—hands-on lessons on automating workflows, cleaning data, and shipping reports teams trust.
- ✓Implementation detail you can reuse: patterns, tradeoffs, and what to try before you escalate or rebuild.
- ✓No drip courses or promos—just new articles. Unsubscribe in one click from any message.
Opens a quick signup form—name optional.