Felix launches its AI workflow platform, designed to assist authorized, insurance coverage and accounting groups flip complicated processes into structured, dependable methods they will belief to run vital work.
The launch coincides with $1.7M in pre-seed funding led by XYZ Enterprise Capital, with participation from angel traders together with present and former leaders and founders at Amazon, Apple, Palantir, Flexport, Yelp and Midjourney. Already deployed at main authorized, finance and insurance coverage companies, the corporate will use the funding to increase product functionality and scale its progress.
AI adoption throughout companies has accelerated quickly, with round 70% of companies now utilizing AI in some type. However as utilization spreads, it’s more and more occurring outdoors formal methods, with ‘shadow AI’ and unmonitored use creating gaps in governance, consistency and accountability.
Whereas basis fashions like GPT or Claude produce probabilistic outputs that adjust with every immediate and require continuous enter, Felix converts complicated, multi-step workflows into scalable automations which might be deterministic by design. The identical enter produces the identical output each time, with full traceability throughout every step, a requirement in industries the place selections carry authorized, monetary or regulatory penalties.
As an alternative of counting on prompts and disconnected instruments, Felix permits organisations to show how work will get completed into methods that run persistently, with full visibility and management. The platform permits professionals to construct workflows that mirror how their enterprise operates, combining structured logic with human checkpoints the place judgement issues.
Tomas Scavnicky, Co-Founding father of Felix, stated:
“AI has made it easier to work faster as individuals, but it hasn’t solved how work gets done across a business. In professional services, you need consistency, accountability and control. Felix turns AI from something experimental into something you can actually run your operations on. In law, that matters. You’re not relying on black box outputs, and your clients get both the service and the confidence they expect.”
The thought for Felix grew out of Scavnicky’s expertise constructing Parrot, a workflow automation platform for the authorized trade acquired by FileVine in 2025. Following the acquisition, the workforce recognised that the identical problem existed throughout skilled providers, not a scarcity of AI instruments, however a scarcity of methods to run work reliably at scale.
Customers describe processes in pure language, which Felix interprets into structured, production-grade workflows. These workflows can combine a number of AI fashions, course of complicated paperwork and run repeatedly with the identical logic, whereas sustaining a transparent audit path of each determination. Felix additionally permits companies to seize institutional data typically unfold throughout people, paperwork and methods, embedding it into workflows that not rely on who is obtainable to execute them.
As an alternative of performing as a productiveness software for people, the platform permits companies to codify their inside processes into autonomous methods that run repeatedly, with AI reasoning utilized solely the place it’s wanted. Felix generates and runs all of the code mechanically and provides a full audit path for attorneys to know precisely what goes into and out of the system.
This method addresses the rising hole between adoption and management. Whereas authorized companies are quickly introducing AI instruments, many lack the construction wanted to handle how work is executed, reviewed and validated at scale. By embedding transparency and oversight into each workflow, Felix permits organisations to scale with out growing operational danger.
Early deployments show the influence. Advocate, a New York-based danger administration agency, used Felix to get rid of a backlog of over 65,000 mortgage insurance coverage insurance policies in three weeks, work that might have taken over 10 years to course of manually. The system now runs repeatedly, stopping future backlogs and enabling work to function at scale.
Matej Vetrak, Co-Founder and CTO of Felix, stated:
“Most tools today help individuals move faster. What’s missing is coordination. Felix allows teams to capture their expertise and turn it into systems that run consistently, with humans involved where it matters. That’s how you scale quality in environments like law.”
Felix has been developed in collaboration with design companions throughout authorized and insurance coverage, the place processes are sometimes complicated, documentation-heavy and tough to standardise. By turning knowledgeable data into structured workflows, the platform permits organisations to scale with out counting on headcount or fragile automation instruments.
The launch follows the businesses rebrand from Script.so, reflecting its evolution from a vertical automation software right into a broader platform for constructing AI-powered workflows throughout industries. Felix marks a shift from AI as a productiveness software to operational infrastructure for skilled providers.
