The first AI employee
Today, Viktor raised $75M from Accel to bring an AI coworker to every team in the world. Plumber, agency, Fortune 500. All in one click.
May 19, 2026Fryd & Peter
Blog
Insights, guides, and comparisons from the Viktor team.
When Should Your AI Employee Use a Browser Instead of an Integration?
A decision rule for when an AI employee should click through a web app instead of calling an integration, and how to keep browser work reviewable.
August 23, 2026Kris Newlin, with
How to Stop Two AI Tools From Doing the Same Work Twice
Two AI tools with write access to the same CRM will eventually collide. Here is how to map, split, and log the work so nothing runs twice.
August 22, 2026Kris Newlin, with
Personal Notes vs Team Memory: Decide What Your AI Employee Remembers Where
Your private notes and your team's shared memory answer different questions. Here is how to split them so your AI employee stops guessing.
August 21, 2026Kris Newlin, with
AI for Staffing Agencies: Keep Every Placement From Falling Through the Cracks
How a staffing agency uses an AI employee to run job order intake, submission packets, redeployment watch, and timesheet chasing from one channel.
August 20, 2026Kris Newlin, with
Viktor vs Slackbot: Two Ways to Get Real Work Done in Slack
Slack shipped code execution, Surfaces and slide creation in Slackbot. Here is where Slack's own AI wins and where an AI employee still fits.
August 19, 2026Kris Newlin, with
Viktor vs Gemini Enterprise Agent Platform: Build Agents or Hire One?
Google shipped a full stack for building and governing agents. Here is when a platform is the right answer and when you just need someone who works.
August 18, 2026Kris Newlin
What to Do When Your Company Data Is Not AI-Ready
Most teams stall an AI rollout waiting on a data project. The smaller fix: reachable systems, written context, and one job to prove it.
August 17, 2026Kris Newlin, with
How to Put Your AI Employee's Work on Your Own Domain
Point a domain you own at a dashboard your AI employee built, keep the access rules you already set, and stop sending clients a link they do not know.
August 16, 2026Kris Newlin, with
AI for the Construction Back Office: The Paperwork That Decides If a Job Makes Money
Insurance certificates, lien waivers, change orders, pay applications. How an AI employee runs the construction back office without touching the field.
August 15, 2026Kris Newlin, with
Viktor vs Sierra: Agents for Your Customers or an Employee for Your Team
Sierra builds AI agents that talk to your customers. Viktor is an AI employee for your team. Where each one wins, sourced from Sierra's own pages.
August 14, 2026Kris Newlin, with
Viktor vs Grok Bot: Desktop Agents or a Teammate in Your Team Chat
Grok Bot gives every person a squad of agents on a Mac app. Viktor is one AI employee in your team chat. Where each one wins, from their own docs.
August 13, 2026Kris Newlin, with
How to Stop AI Workslop From Landing on Your Team
Workslop is AI output that looks finished and quietly moves the work to whoever receives it. A handoff standard that stops it, in five rules.
August 12, 2026Kris Newlin, with