From $0 to $57M ARR Selling an AI Employee | Matt Swulinski, Viktor

Summary

Matt Swulinski, Head of Growth at Viktor, describes the company’s strategy of selling an AI agent as an “AI employee” rather than a software tool. Viktor works inside Slack and Microsoft Teams, where it absorbs company context and can identify and complete work proactively.

The company’s thesis is that AI adoption is easier when it fits into existing workflows. Small businesses, in particular, can benefit from an agent with broad access to company information and tasks.

Business model, traction, and key metrics

• Viktor reports growing from $0 to $57 million in ARR. Matt also says the company reached $50 million in under seven months.
• The company has about 7,800 paying teams, mostly businesses with fewer than 100 employees.
• Some customers spend $20,000–$50,000 per month, treating Viktor as an extension of their team rather than a conventional software subscription.
• Among teams with five or more active users, monthly churn is under 1%. Viktor offers generous free credits partly to encourage wider team adoption and reach this level of usage.
• Pricing is usage-based and linear. Matt gives examples of $100 for 40,000 credits and $1,000 for 400,000 credits. Customers can enable automatic top-ups and set a spending ceiling. Some accounts start on a small plan and later spend $5,000–$15,000 per month as usage grows.
• Viktor has around 45 employees and expected to reach approximately 100 by year-end.
• The interview introduction says Viktor raised a $75 million Series A led by Accel.
• Viktor has roughly 3,300 integrations available and a broader catalog of 9,000 being rolled out. The team builds and maintains key integrations itself and supplements coverage through integration platforms.

Strategy and product positioning

• Sell outcomes, not access to software. Framing Viktor as a “tool” puts the focus on cost. Framing it as an “employee” encourages buyers to consider completed work, ROI, and capacity created.
• Emphasize autonomy. Viktor is intended to learn from workplace context, take initiative, and deliver completed or partially completed work—not simply wait for a prompt.
• Meet users where work already happens. Viktor chose Slack and Teams over a standalone app because those platforms already contain conversations, decisions, documents, and tasks. This reduces adoption friction and avoids asking teams to change their habits.
• Target small and midsize businesses first. Matt argues that smaller, less-siloed organizations can give an agent broader company context and adopt it more quickly than larger, more hierarchical organizations. Viktor’s current SMB product and enterprise offering may differ.
• Extend beyond chat. Viktor Spaces and Apps can create documents, dashboards, presentations, landing pages, and custom internal software. Matt’s longer-term thesis is that businesses will increasingly use software tailored to their specific needs rather than relying only on generic applications.
• Treat market launches as validation. Matt says Viktor’s metrics did not change when Claude Tag launched. He viewed the launch as evidence of demand for workplace agents and attributes Viktor’s differentiation to ease of setup, broad context, integrations, and team-oriented workflows.

Frameworks and operating playbooks

Adoption and retention

Use free credits to encourage an initial admin to invite additional coworkers, with the goal of reaching five or more active users—the cohort associated with the lowest reported churn. When a customer considers cancelling, show the work and workflows their team relies on, then identify ways to improve value or optimize credit usage.

Product-led growth

Matt’s experience at Superhuman and Wispr Flow reinforced the importance of product quality, referrals, and a strong user experience. At Superhuman, he built sponsorship, referral, and affiliate programs, and later helped add performance marketing.

Acquisition channels and measurement

Matt recommends launching paid validation early, once a product is usable, and putting measurement in place first. His suggested core stack is:

• Meta advertising
• Google Search, including brand and non-brand intent
• Lifecycle email for sign-ups who do not finish onboarding

As the business grows, teams can add channels such as YouTube demand generation and broader Google placements.

Before running performance marketing, establish conversion tracking, attribution, analytics, and a measurement framework so teams can tell what is working.

Creative and product quality

Explain the product in plain, human language. If a knowledgeable viewer cannot quickly understand what it does, simplify the message. Keep reviewing and refining marketing rather than publishing generic AI-generated content.

Matt advises founders to polish a focused customer experience before scaling promotion, then use paid campaigns and measurement to test demand.

Working with agents and organizing teams

• Create a human feedback loop. Treat an agent like a direct report: explain what was wrong and what to change instead of silently fixing its output. That feedback can improve future work.
• Use voice input to provide context. Matt recommends dictation as a way to give agents fuller instructions and help teams produce work faster and at higher quality.
• Maintain a high hiring bar. During rapid growth, hiring becomes a major operating priority. Matt says Viktor interviews many candidates while selecting relatively few.

Concrete examples and recommendations

• A new employee may install Viktor and then forget to use it. Viktor can continue monitoring workplace activity and surface a relevant task. Matt describes it noticing a repeatedly changed due date, researching the task, and returning with completed groundwork and a proposed next step.
• After a sales call, a customer-facing alternative to a static PDF is a branded web page containing the discussion, decisions, and next steps.
• Viktor employees use it to generate internal presentations, dashboards, landing-page mockups, and custom CRMs.
• Matt’s advice to founders is to prioritize polish, clear positioning, measurement, paid validation, and distinctive creative judgment. As AI makes it easier to produce more content and software, he argues that human taste and the ability to choose what is worth building become more important.

Sources and presenters

• Matt Swulinski — Head of Growth at Viktor; previously worked in growth at Superhuman and was the first marketing hire at Wispr Flow.
• Simon Budziak — Host of Startup Discovery and CEO of Soba Labs.
• Source: Soba Labs, Startup Discovery interview.