Perspectives on hotel operations,
automation, and AI.
Written by Chandler Mahaney for revenue managers, COOs, and multi-property operators who want to understand what's actually worth doing.
Email Is the API: How Hotel Reporting Automation Works Before the Perfect Integration Exists
Hotel tech stacks are export-heavy and API-poor. That means email attachments, scheduled reports, and Drive folders aren't a workaround — they're the actual integration layer most hotel ops run on. The real engineering problem is reliability, not parsing.
April 18, 2026Why You Can't Layer AI on a Broken Assembly Process
Everyone wants the AI summary that shows up at 7:45am and tells the team what to do first. The problem is most hotels try to build that layer before the foundation underneath it is solid — and then wonder why it isn't useful.
April 18, 2026The Actual Stack I Am Using to Build Hotel Report Automation
Not a prompt thread. Not a magic trick. The real operating stack behind this business: Codex, Claude Code, shared context, skills, Deepline, Smartlead, GitHub Pages, Cloudflare, workbooks, QA gates, and the human review layer that keeps the risky stuff from going live.
April 18, 2026The 5 Source Reports Behind Every Hotel Morning Brief
Every hotel management company I've worked with builds their morning view from roughly the same five sources. The names change, the systems change, but the sources are almost always the same — and that's exactly what makes automation practical.
April 18, 2026Why Hotel Revenue Teams Spend Too Much Time in Spreadsheets
The spreadsheet isn't the problem most people think it is. When I see a revenue manager spending 40 minutes every morning in Google Sheets, the instinct is usually to replace the spreadsheet. That instinct almost always leads somewhere expensive that doesn't fix the underlying issue.
April 18, 2026What I Look For in the First 20 Minutes of a Workflow Review
The 20-minute workflow review isn't a sales conversation. It's a diagnostic. By the end of it, I should know two things: whether I can help, and roughly where to start. Here's what I'm actually listening for.
April 18, 2026The Hotel Tech Stack in 2026: An Honest Assessment
PMS, RMS, rate intelligence, channel management — a category-by-category look at what actually works, what's overhyped, and the gap nobody in the stack has solved yet. Written for multi-property operators who want a clear-eyed view, not a vendor pitch.
April 18, 2026The Hotel Industry Has a Data Integration Problem, Not a Data Problem
A hotel management company today has access to more operating data than its counterpart from 20 years ago could have imagined. The PMS captures everything. The rate shop tracks competitors daily. The channel manager logs every booking source. None of this data is missing — the problem is that almost none of it talks to anything else. A software lens on why hotel reporting is still manual in 2026, and what the right fix actually looks like.
April 18, 2026Hotel Software Vendors and API Access: What I Learned the Hard Way
I spent months trying to get programmatic access to hotel software systems. Most vendors said no — some politely, some not. What I learned is that the export layer is more useful than it looks, and building on what you can reliably access beats waiting for vendors to open up.
April 18, 2026What a Software Background Teaches You About Hotel Operations
Coming into hotel consulting from software, the operations looked different to me — not better, just through a different lens. The morning report is a data pipeline. Reliability is a design property, not a personality trait. The bottleneck is almost never where people think it is. Here's what that outside perspective reveals, and where it has real limits.
April 18, 2026Why Hotel Automation Pilots Fail — And How to Set One Up That Actually Works
Most hotel automation projects don't fail because the technology was wrong. They fail because the scope was wrong from the start — too broad, too vague, or aimed at a problem that wasn't the actual bottleneck. Five failure modes I've seen repeatedly, and the fix for each one.
April 18, 2026What Belongs in a Hotel Morning Brief (And What Doesn't)
Most hotel morning briefs have too much in them. The right brief gets the team oriented in under three minutes — occupancy, pickup, rate position, exceptions, done. Here's how to think about what to include, what to cut, and why the exceptions column is the most important one.
April 18, 2026AI Interpretation vs. AI Assembly: Why the Distinction Matters in Hotel Operations
There are two very different things AI can do in hotel revenue management — and most teams are trying to do the second one before they've solved the first. The interpretation layer depends entirely on the quality of the assembly layer underneath it. Getting the sequence right is the difference between AI that earns trust and AI that quietly erodes it.
April 18, 2026The Hotel Revenue Manager's Morning Routine: What It Looks Like and Where It Breaks
The first 90 minutes set the direction for the whole day. In most hotels, about 60 of those minutes are spent on assembly — pulling, pasting, checking formulas — and 30 on actual analysis. Here's the full sequence, where it reliably breaks, and what a better version looks like.
April 18, 2026When the Hotel Spreadsheet Becomes Infrastructure
Every hotel management company has one — a spreadsheet that started as a quick fix and became the thing the business can't start the morning without. Five signals it's become a liability, and why the right fix isn't replacing it.
April 18, 2026What Hotel RMS Software Gets Right (And Where It Still Leaves Gaps)
Revenue management systems have gotten genuinely good at pricing optimization. The gap isn't in the algorithm — it's in the last mile between RMS output and the morning brief the team actually uses. Why that connection is still manual, and what to do about it.
April 18, 2026What Hotel Ownership Groups Actually Want to See Every Morning
Owner reporting and operator reporting solve different problems. Most hotels send the same dense 40-row spreadsheet to both audiences. Here's the simpler view that ownership groups actually need — and why building it gets easier once the assembly layer is automated.
April 18, 2026How to Automate Hotel PMS Exports (And What to Do When Vendors Won't Let You)
The PMS export is the first manual step in almost every hotel morning workflow — and the first thing worth eliminating. Every method ranked by ease: scheduled email delivery, SFTP file drops, API access, and browser automation as a last resort. Includes a practical breakdown of what the major PMS platforms actually support.
April 18, 2026Hotel Reporting at 10 Properties: Why What Worked at 3 Stops Working
The morning workflow that runs fine at 3 properties starts breaking at 8. At 15 it's a full-time job just to keep up. A clear-eyed look at how the reporting problem scales — and what hotel management companies actually need at each stage.
April 18, 2026