Blog
Insights, guides, and comparisons from the Viktor team.
Viktor vs Zapier Agents: Workflows or Conversation?
Honest comparison of Viktor and Zapier Agents. Different architectures, different ideal users, concrete examples of when each shines.
The 30-Second Rule for AI Employees
When to delegate to an AI employee vs do it yourself. The 30-second rule, the trust ladder, and the four task shapes that pay back.
How to Write a Runbook for Your AI Employee
The 5-part runbook template that turns a flaky AI employee into a reliable teammate. Trust budget, three runbooks to write first.
Pipeline Hygiene With an AI Employee: The Friday Audit That Saves Monday
Half the deals in your CRM are dead. The other half have stale next-step dates. The forecast is wrong before the meeting starts. A Friday pipeline-hygiene cron audits every deal, surfaces what is rotten, and drafts the cleanup so Monday opens with a real picture.
AI for Product Managers: Stop Being the Spreadsheet, Start Being the Strategist
PMs spend half their week assembling context: pulling tickets, summarizing calls, hand-cleaning the roadmap. An AI employee reads the whole stream and ships the artifacts so PMs can do the work only humans can do.
QBR With an AI Employee: Stop Building the Deck the Night Before
Most QBR decks are built the night before from incomplete data. The customer notices. An AI employee assembles the QBR two weeks early with real numbers, real quotes, and a real expansion path so the meeting is strategic instead of stitched together.
The First 7 Days With an AI Employee: A Day-by-Day Activation Plan
Most AI rollouts fail in week one. This is the day-by-day plan that gets a real workflow shipping by Day 7. Connect tools on Day 1, ship the first cron on Day 3, expand on Day 5. No abstract framework, just the actual schedule.
How to Prompt an AI Employee (Stop Using Your ChatGPT Habits)
ChatGPT habits do not transfer to an AI employee. The three rules that matter: name the channel, name the approver, name the tools.
How to Manage an AI Employee Like a Team Member (Not a Tool)
Managing an AI employee is closer to managing a junior hire than configuring software. Who owns it, how to review its work, when to expand scope.
What to Do When Your AI Employee Gets Stuck
A task stalls, an output is wrong, a tool won't respond. The practical debugging order for AI employee tasks, from fastest fix to escalation.
AI Project Management: Why Your PM Tool Should Do the Work, Not Track It
Linear, Asana, Jira, and Monday track the work. An AI employee does the work around the work. Run projects with 80% less PM overhead.
How to Write a Brief Your AI Employee Can Run With
The gap between a disappointing AI output and a great one is usually the brief. The five parts of a brief that works, with real examples.