# Blog

Insights, guides, and comparisons from the Viktor team.

## Articles

### [The first AI employee](/content/blog/viktor-series-a/index.html)
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, 2026 · Fryd & Peter*

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### [When Should Your AI Employee Use a Browser Instead of an Integration?](/content/blog/when-should-your-ai-employee-use-a-browser/index.html)
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, 2026 · Kris Newlin*

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### [How to Stop Two AI Tools From Doing the Same Work Twice](/content/blog/how-to-stop-two-ai-tools-doing-the-same-work/index.html)
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, 2026 · Kris Newlin*

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### [Personal Notes vs Team Memory: Decide What Your AI Employee Remembers Where](/content/blog/personal-notes-vs-team-memory/index.html)
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, 2026 · Kris Newlin*

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### [AI for Staffing Agencies: Keep Every Placement From Falling Through the Cracks](/content/blog/ai-for-staffing-agencies/index.html)
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, 2026 · Kris Newlin*

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### [Viktor vs Slackbot: Two Ways to Get Real Work Done in Slack](/content/blog/viktor-vs-slackbot/index.html)
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, 2026 · Kris Newlin*

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### [Viktor vs Gemini Enterprise Agent Platform: Build Agents or Hire One?](/content/blog/viktor-vs-gemini-enterprise-agent-platform/index.html)
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, 2026 · Kris Newlin*

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### [What to Do When Your Company Data Is Not AI-Ready](/content/blog/what-to-do-when-your-company-data-is-not-ai-ready/index.html)
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, 2026 · Kris Newlin*

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### [How to Put Your AI Employee's Work on Your Own Domain](/content/blog/how-to-put-your-ai-employees-work-on-your-own-domain/index.html)
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, 2026 · Kris Newlin*

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### [AI for the Construction Back Office: The Paperwork That Decides If a Job Makes Money](/content/blog/ai-for-construction-back-office/index.html)
Insurance certificates, lien waivers, change orders, pay applications. How an AI employee runs the construction back office without touching the field.

*August 15, 2026 · Kris Newlin*

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### [Viktor vs Sierra: Agents for Your Customers or an Employee for Your Team](/content/blog/viktor-vs-sierra/index.html)
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, 2026 · Kris Newlin*

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### [Viktor vs Grok Bot: Desktop Agents or a Teammate in Your Team Chat](/content/blog/viktor-vs-grok-bot/index.html)
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, 2026 · Kris Newlin*

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### [How to Stop AI Workslop From Landing on Your Team](/content/blog/how-to-stop-ai-workslop-on-your-team/index.html)
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, 2026 · Kris Newlin*