Riff

What Is Riff?

Picture an operations manager staring at a request for a custom sales dashboard, a six-week wait for the engineering team, and no way to build one herself. That gap between what business teams need and what internal engineering can ship is exactly what Riff was built to close. Founded in Oslo in 2021 as Databutton, the company rebranded to Riff in 2025. Its founders — Trygve Karper, Martin Røed, and Viral Shah, all veterans of Cognite, Norway's first unicorn — decided to focus squarely on enterprise use cases.

Riff calls its approach "vibe coding," letting non-technical staff describe an app in plain language and get a working, deployable product rather than a throwaway prototype. The platform raised a $16 million (roughly €14 million) Series A in October 2025, led by Northzone with participation from Skyfall Ventures, Maki.vc, Sondo Capital, Global Founders Capital, and Illusian, bringing total funding to roughly $21 million. More than 150,000 users have adopted the latest version, according to the company, including teams at Twilio and Cognite.

Riff sits in a crowded field alongside Replit and Bolt.new, but its positioning is narrower and more deliberate: production-ready internal tools for business operators, not general-purpose coding for developers.

Key Features

Prompt-to-App Generation

Riff's core loop starts with a natural-language prompt and produces a full-stack application — frontend, backend, and database — without the user touching code. Templates cover common enterprise functions like sales pipeline dashboards and automated lead-nurturing sequences, giving teams a faster starting point than a blank canvas. The company frames this explicitly as a step beyond typical AI prototyping tools, since the output is meant to run in production, not just demo well.

Native Business Tool Integrations

Where many AI app builders stop at generic API calls, Riff ships pre-built connections to HubSpot, Google Drive, Google Sheets, Mixpanel, Stripe, and Notion. That matters for the specific audience Riff targets: sales, finance, and operations staff who already live inside those tools and need an app that talks to them directly. Building a working integration with Stripe or HubSpot without this scaffolding would typically require a developer.

Human-in-the-Loop Review

Unlike fully autonomous builders that ship changes automatically, Riff keeps a review step before deployment, described as a collaborative, developer-like workflow with asynchronous checks. Background agents can handle recurring tasks such as data synchronisation, alerts, and multimedia processing once an app is live. This design choice trades some speed for reliability, which fits Riff's enterprise audience better than a move-fast prototyping culture.

Guided Onboarding

Riff bundles starter apps, preset templates, and direct guidance from its own team into the building process, rather than leaving customers to figure things out from documentation alone. For an operations manager with no engineering background, that hands-on support is often what makes the difference between an abandoned experiment and a shipped tool.

Pricing

Riff has no public pricing page; the old Databutton pricing tables have been retired, and riff.ai/pricing currently returns a 404 error. Every engagement starts with a sales demo, where the team scopes usage against the customer's needs before quoting a contract. This is a meaningful shift from Databutton's earlier self-serve model, which listed tiers from around $20 per month up to $1,999 for managed developer support.

For prospective buyers, that means Riff is not a tool you can casually trial with a credit card. Enterprises evaluating vibe-coding platforms should budget time for a sales cycle and expect pricing to scale with usage, seat count, and integration complexity. Teams wanting instant, self-serve access might find Replit or Bolt.new a faster on-ramp, even if the output requires more technical polish before production use.

EU Compliance & Privacy

Riff operates under Databutton AS, a Norwegian company registered in Oslo with organisation number 927 269 252. Norway sits inside the EEA and applies GDPR through the EEA Agreement, giving European customers the same baseline protections as an EU-headquartered vendor. The company states on its own site that customer data is kept entirely within the EU.

Riff also describes its security practices as GDPR-, SOC 2-, and ISO 27001-ready, including continuous monitoring and exportable audit logs. It is worth noting these are vendor claims rather than published, independently audited certifications, so compliance teams should request formal documentation before signing. For most mid-market European buyers, though, the EEA jurisdiction alone removes a common blocker that US-based vibe-coding tools cannot easily clear.

Who It's Best For

Operations and sales teams stuck behind an engineering backlog will get the clearest value, since Riff's templates and integrations are tuned for exactly those workflows. Mid-market and enterprise companies with genuine EU data residency requirements benefit from Riff's Norwegian jurisdiction and EEA hosting claims. Organisations that already use HubSpot, Stripe, or Notion heavily will see the fastest time-to-value from Riff's native integrations.

If you need a general-purpose coding assistant for developers, or want to try a tool without a sales call, Riff's enterprise-first model will feel slow. Teams comfortable with a demo-led sales process, and needing production apps rather than prototypes, are the clearest fit.

The Verdict

Riff is a focused bet: rather than chasing every possible vibe-coding use case, it targets the specific pain of business teams who need working software and cannot wait for engineering. The founding team's Cognite pedigree, a well-regarded Series A led by Northzone, and genuinely useful native integrations back that focus up. A lack of public pricing, and a small team relative to funded US competitors, are real constraints worth weighing.

Riff is not for solo developers or anyone hoping to avoid a sales conversation. For European enterprises with EEA data requirements and a real backlog of internal-tool requests, it is a serious option worth demoing.

Frequently Asked Questions

Is Riff GDPR compliant?

Riff is operated by Databutton AS, a Norwegian company registered in Oslo. Norway is part of the EEA and applies GDPR through the EEA Agreement. Riff's marketing states customer data is kept 100% within the EU, alongside GDPR-ready and SOC 2/ISO 27001-ready practices, though these are vendor claims rather than published certifications.

What happened to Databutton — why is it now called Riff?

Databutton, founded in Oslo in 2021 by ex-Cognite engineers, rebranded to Riff in 2025 as it pivoted from general-purpose AI coding toward enterprise-focused app building. The legal entity, Databutton AS, is unchanged; only the product brand and go-to-market strategy shifted.

How much does Riff cost?

Riff does not publish self-serve pricing. Every plan is scoped through a sales demo and custom-contracted for enterprise deployment, following the shutdown of Databutton's older public pricing page.

How is Riff different from Replit or Bolt.new?

Replit and Bolt.new are broad, self-serve AI coding platforms aimed at individual developers and prototypers. Riff targets business teams building production-ready internal tools, with a sales-led onboarding process, native SaaS integrations, and a human-in-the-loop review step before deployment.

Who is Riff built for?

The platform targets non-technical operators inside mid-market and enterprise companies — sales, finance, and operations teams that need working internal apps without waiting on an engineering backlog. It is not aimed at hobbyist developers or solo prototyping.