AI for the rest of us
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.
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
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
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
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
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
How to Turn a Recurring Task Into a Shared Skill Your Whole Team Can Run
Turn the process living in one person's head into a shared skill your team can run by name, review, and keep current. A practical playbook.
August 11, 2026Kris Newlin
AI for Nonprofits: Where It Helps a Small Team, and Where It Does Not
Where an AI employee genuinely helps a small nonprofit team on grant reports, donor follow-up, and volunteer logistics, and where humans must stay.
August 10, 2026Kris Newlin
Viktor vs Atlassian Rovo: AI in Your Project Tracker vs an AI Employee in Your Chat
Rovo runs the delivery rituals inside Jira and Confluence. Viktor works in Slack across your whole stack. Where each one actually wins.
August 9, 2026Kris Newlin
How to Judge an AI Teammate That Claims to Work Everywhere
Every AI teammate now claims to follow you across apps. Here are the three questions that separate a real one from a chat window in more places.
August 8, 2026Kris Newlin
How to Cut the Hours You Spend Babysitting AI
Workers lose 6.4 hours a week feeding AI context, checking output and cleaning up after it. Here is how to get most of those hours back.
August 7, 2026Kris Newlin
How to Put an AI Employee in Your Discord Server
Discord is where many agencies, dev shops and communities actually work. Here is how to give an AI employee a seat in those channels.
August 6, 2026Kris Newlin
Deskless: Talk to Your AI Employee From Your Phone
Hold a button, say the task, put the phone away. How Deskless turns a voice note into real work in Slack, and how to install it in two minutes.
August 5, 2026Fryd