Comparing AI for Long Document Summaries: Why a Smooth Summary Is Still Risky
When summarizing reports and contracts with AI, how to compare and verify input length, citation accuracy and hallucination.
- AI tools
- comparison
- documents
- work automation
Category
AI & Digital Tools
posts in this topic 16 · September 24, 2026
AI Work Automation: Five Steps to Decide Before the Tool
Work AI automation fails because of order, not tools. Five steps: find repetitive work, separate judgment from preparation, and test small.
- AI work
- automation
- practice
AI and SaaS Subscription Audit: Cutting Overlapping Costs
A quarterly audit procedure that finds duplicate features, unused seats and quiet auto-renewals when AI and SaaS subscriptions pile up.
- AI tools
- SaaS
- cost
- work automation
ChatGPT, Claude, Gemini, Copilot — What One Person Actually Needs
Based on public prices as of 24 September 2026, one person running several chat subscriptions pays about 80 dollars a month. If only the writing job overlaps, one is enough. Copilot is separate when Microsoft files are involved.
- AI tools
- pricing
- ChatGPT
- Copilot
AI Plans: Free or Paid — How to Decide
The order to check limits, data policy, admin features and overage when comparing free and paid AI plans on a team-work basis.
- AI tools
- SaaS
- cost
- comparison
Comparing AI Tools for Meeting Notes: Where Korean Recognition Differs
The order to check when choosing a meeting transcription and minutes tool: Korean recognition, speaker separation, summary accuracy and security.
- AI tools
- comparison
- meetings
- work automation
Calculating ROI Before Adopting a Per-User AI Tool
A procedure for putting the numbers on time saved and real cost before adopting an AI tool charged per user, such as Microsoft 365 Copilot.
- AI tools
- SaaS
- comparison
- cost
Organizing Meeting Notes with AI: Four Steps That Separate Decisions from Next Actions
If you only summarize meeting notes with AI, decisions and ownership disappear. The four steps of collecting, structuring, verifying and delivering, plus a review checklist.
- meeting notes
- AI
- work notes
Work AI Compared: Where to Use ChatGPT, Gemini and Claude
The criteria to check before the feature list when choosing between ChatGPT, Gemini and Claude for work, and how to split the three tools by role.
- AI tools
- comparison
- work automation
7 Criteria for Choosing AI and SaaS Tools: Before the Price List
Seven things to check before the price list when choosing AI and SaaS tools: data boundaries, export, verification burden, adoption cost, exit plan and more.
- AI tools
- SaaS
- comparison
AI Is Taking My Rice Bowl — and What We Should Prepare Anyway
Will AI take jobs? Instead of only worrying, here is a realistic set of responses.
- AI
- jobs
- future
A Verification Procedure So You Do Not Use AI Output As Is
AI sentences easily mix fact with inference. A verification procedure that checks four things: source, reference date, numbers and proper nouns.
- AI verification
- fact checking
- writing
Recording Prompts Turns Them into a Work Asset
A method of recording what you asked the AI and how you corrected the result.
- AI
- recording
- work
Four Things to Check Before You Put Data Into AI
The habit of checking personal information, confidential material, permission and verification before entering work data into an AI tool.
- AI
- security
- personal data
Using AI in Practice: Small Repetitions over Grand Innovation
Practical use of AI attached to repetitive organizing, drafting and summarizing, instead of treating it as an all-purpose tool.
- AI
- practice
- tools
Field Prompts: How to Hand AI Proper Context
Practical tips for handing field notes to AI in a form it can work with, instead of a vague 'please tidy this up'.
- AI
- practice
- writing