Blog

Insights and tips on productivity, time tracking, and building better work habits.

jonathan wu · May 15, 2026

GitHub Copilot ROI: What the Data Actually Shows

Microsoft says Copilot saves 3 hours per week. But 40% of AI time savings are lost to rework. Here is the real Copilot ROI math and how to measure yours.

jonathan wu · May 14, 2026

How to Measure AI ROI Without Guessing

67% of enterprises estimate AI ROI instead of measuring it. Here is the actual formula, per employee and per project, using ATT data instead of vendor dashboards.

jonathan wu · May 13, 2026

AI Adoption by Industry in 2026

AI adoption varies up to 3x by industry. Agencies lead on creative AI, tech dominates coding tools, and professional services spend the most per employee. See where your sector stands.

jonathan wu · May 13, 2026

AI Adoption Trends: 2024-2026 Data

AI adoption statistics from 2024 to 2026 show three phases: experimentation, adoption, and infrastructure. GitHub star data, enterprise spending, and Rize tracking data reveal what is actually accelerating.

jonathan wu · May 13, 2026

AI Tool Pairings: What 30K Workers Use Together

We tracked AI tool usage across 30,000 knowledge workers. Here are the most common tool pairings, hours per tool, and which stacks are gaining fastest in 2026.

macgill davis · May 13, 2026

Best Alternatives to Employee Monitoring Software (No Screenshots)

7 employee monitoring alternatives without screenshots. Compare Rize, Timely, Memtime, DeskTime, TimeCamp, Toggl, and Clockify for privacy-first tracking.

jonathan wu · May 13, 2026

Pre-IPO Work Patterns: What the Data Shows

How do pre-IPO startup teams actually work? Aggregate data from 30,000 Rize users shows they work longer but differently -- more focus time, more AI tools, and more weekend hours than public company peers.

jonathan wu · May 13, 2026

How to Detect Shadow AI With Automatic Tracking

78% of workers use unapproved AI tools costing $412K/year. ATT detects shadow AI automatically. No surveys, no browser extensions. 3-step playbook.

jonathan wu · May 12, 2026

AI Governance Starts With Visibility

You cannot govern AI tools you cannot see. 78% of employees use unapproved AI. ATT gives compliance teams automatic visibility into every AI tool in use. No surveys required.

macgill davis · May 12, 2026

Best Automatic Time Tracking for Windows

Compare the best automatic time tracking apps for Windows 10 and Windows 11. Rize, Timely, TimeCamp, and Toggl tested for background capture, accuracy, and team reporting.

jonathan wu · May 9, 2026

How to Measure ROI After AI Agent Deployment

AI agent deployment without measurement is guesswork. Learn how to measure ROI per employee using Agent Token Tracking (ATT) and AI Yield Optimization (AYO) — the framework that connects deployment spend to productivity outcomes.

jonathan wu · May 7, 2026

AI Budget Planning for Teams: How to Set, Track, and Defend Your AI Spend

A practical guide to AI budget planning for teams. Per-employee benchmarks, shadow AI discovery, the ACO→ATT→AYO framework, and how to build a budget your CFO will approve.

jonathan wu · May 7, 2026

AI Cost Management Is Broken — Here Is What Comes Next

AI cost management tracks tokens but not people. ATT (Agent Token Tracking) and AYO (AI Yield Optimization) close the gap between what you spend on AI and what you get back per employee.

jonathan wu · May 7, 2026

AI Cost Optimization: From Token Tracking to Productivity ROI

AI cost optimization starts with token-level tracking but stops short of measuring productivity. Learn how to move from LLM cost control to per-employee AI yield — the metric that turns spend data into ROI.

jonathan wu · May 7, 2026

AI Spending Per Employee: The $2,068 Benchmark Your CFO Needs

How much should you spend on AI per employee? The 2026 benchmark is $2,068 — but there is a 14x gap between median and top spenders. Here is how to find your number and defend it.

jonathan wu · May 7, 2026

How to Reduce AI Costs Without Cutting Usage

Five strategies to cut AI costs without reducing usage: kill shadow AI duplication, route models by task, right-size licenses with ATT data, set per-project caps, and adopt yield-based allocation.

macgill davis · May 6, 2026

Rize vs Memtime: Which Time Tracker Is Best?

Rize vs. Memtime: compare automatic time tracking, team reporting, privacy, and pricing to find the right fit for your agency or solo workflow.

macgill davis · May 1, 2026

Best Team Profitability Calculator Tools (2026)

The 7 best team profitability calculator tools in 2026. Rize, BigTime, Harvest, Scoro, Productive.io, Float, and Toggl compared on margin reporting, automatic capture, and pricing.

macgill davis · April 29, 2026

The 9 Best Focus Apps for Mac in 2026

Still disabling your blocker at 2 pm? Nine focus apps tested on a real Mac, with honest cons and clear guidance on which one suits you.

macgill davis · April 29, 2026

Time Tracking in 2026: The Data Behind a $6B Industry Shift

Original data analysis of time tracking trends in 2026 — market growth, AI adoption, the privacy pivot, utilization decline, and what it means for agencies and service teams.

macgill davis · April 28, 2026

Best Time Tracking for Google Calendar in 2026

Compare the best time tracking tools for Google Calendar in 2026. Rize, Toggl Track, Clockify, Harvest, Timely, and Everhour reviewed for automatic capture, calendar integration, and billable accuracy.