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AI coworkers and workflow automation

Viktor

Viktor builds an AI coworker that completes tasks across a company's business systems. Small businesses, agencies, ecommerce companies, and technology startups use it to create reports, dashboards, applications, campaigns, and recurring automations. It connects to more than 3,200 integrations and writes and runs code on a cloud computer, including deploying web apps with logins and databases. Users can assign work through Slack, Microsoft Teams, web chat, or its public API.

Founded in 2023 by former Meta engineers Fryderyk Wiatrowski and Peter Albert, Viktor is led by Wiatrowski as CEO. Its engineering approach loads detailed integration skills only when needed, keeping tool instructions out of the context window until relevant. The agent composes actions through Python and stores learned API details and team corrections in shared Markdown files, allowing subsequent tasks to reuse that knowledge.

Viktor sells workspace subscriptions with shared usage credits and custom enterprise plans, rather than charging per seat. In August 2026, the company reported use by 50,000+ teams. It raised a $75 million Series A led by Accel in May 2026. Its credit system ties charges to model work, while caching context and reusing results reduces credit consumption for repeated workflows.

viktor.com

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Affiliations reflect their AIE appearances, not necessarily current employment.

Messages from the stage

Shared context with private boundaries

Persistent context introduces a separation problem across Slack channels and direct messages. Wiatrowski discusses integration permissions and preventing private email or executive-channel information from leaking across teams.

Affiliations reflect each recorded session, not necessarily current employment.

Company sources · checked 2026-08-28