AI & Workflow Automation
Connect the tools you already use, remove manual handoffs, and apply AI where it improves real operations.
AI implementation · Software engineering · Fractional teams
Your business has problems technology can solve.We build the systems that solve them.
A U.S.-based engineering studio helping established businesses automate operations, connect existing tools, and build dependable software—with project or fractional-team engagements.
- Strategy
- Product Design
- Engineering
- AI
- Deployment
How we help
Fix a bottleneck. Build a product. Keep moving.
We start with the business outcome, then choose the right level of engineering. One project when the scope is clear. Ongoing capacity when the backlog keeps growing.
Fractional AI & Engineering Team
A named technical lead and defined monthly engineering capacity, without hiring an entire department.
Prototype to Production
Turn a promising AI-built application into software that can be tested, operated, and maintained responsibly.
Who we build for
Three kinds of clients. One standard of engineering.
The work changes. The requirements for architecture, security, performance, and accountability do not.
- 01
Enterprise
Engineering for problems that don't fit inside a template.
Production-grade software, AI systems, internal platforms, integrations, and digital infrastructure for organizations with complex requirements.
Custom Software/AI Systems/Internal Tools/Integrations/Data Platforms/Scalable Architecture
- 02
Creators
Turn your audience into a product people pay for.
We work with creators, educators, athletes, experts, and personal brands to turn audiences and intellectual property into subscription apps, software products, membership platforms, and AI experiences.
Subscription Apps/Mobile Apps/AI Products/Membership Platforms/Audience Monetization/Creator SaaS
- 03
Growing Businesses
Your company has grown. Your digital infrastructure should catch up.
Premium websites, custom software, customer experiences, automation, and internal systems for established businesses that have outgrown DIY tools and generic agencies.
Premium Websites/Automation/Customer Portals/Ecommerce/CRM Integrations/Custom Internal Tools
On AI
AI can generate code.It cannot own the outcome.
We use modern tooling, including AI, to move faster. What makes something production-ready is the part that cannot be generated: architecture, user experience, security, reliability, testing, deployment, and a team that is accountable when it breaks.
AI-generated prototype
A prototype
Enough to show the idea. Not enough to run a business on.
- Looks convincing
- Created quickly
- Works in a demo
- Thin architecture
- Little or no QA
- Nobody owns the outcome
Production product
A product
Built to be used, maintained, and extended.
- Deliberate architecture
- Authentication and permissions
- Security review
- Payments and billing
- Data integrity
- APIs and integrations
- Automated testing
- Analytics and monitoring
- Repeatable deployment
- Maintainable by your next engineer
- Real users
- A team accountable for it
AI speeds up the first draft. We focus on what comes next: reliability, integration, real users, and accountability.
Interaction
Interactive design/Max Vermesch
Built to be handled.
A real-time 3D object running in the browser. Designed and built in the studio.
Tilt to look aroundMove your cursor
Services
What we build.
- 01
Custom Software
Applications built around a business, workflow, or customer experience that off-the-shelf software cannot handle.
- 02
AI Systems
Retrieval systems, LLM features, and AI workflows built into products with evaluation and guardrails, not demos.
- 03
Web Applications
Browser-based software: SaaS products, dashboards, customer portals, and internal platforms.
- 04
Mobile Applications
iOS and Android products with native-quality interaction, offline behavior, and real release pipelines.
- 05
Premium Websites
High-performance marketing sites where positioning, speed, storytelling, and conversion all matter.
- 06
Product Design
Product strategy, UX, interface systems, and prototypes that define what gets built before engineering starts.
How we work
A sequence, not a sales cycle.
Every engagement moves through the same six phases. Scope and depth change with the project; the order does not.
- 01
Discover
Understand the company, the users, the business model, the technical environment, and the objective.
- 02
Define
Set product scope, architecture, priorities, and the technical requirements that follow from them.
- 03
Design
Build the user experience, interface system, prototypes, and product flows.
- 04
Build
Engineer the application on an architecture meant to survive its second year.
- 05
Validate
Test functionality, responsive behavior, performance, accessibility, and integrations.
- 06
Launch
Deploy, instrument, monitor, and support the product in production.
The team
The people who do the work.
No account managers between you and the engineers.
Alexander Permut
Brand & Client Strategy
Brian Permut
Software Engineering Lead
Sanket Deshpande
Machine Learning Engineer
Connor Harper
Research Engineer
Max Vermesch
Interactive Designer
Peter Razumovsky
Growth Executive
Daniel Madey
Marketing + Social Media
Start a project
Tell us where your business is slowing down.
You do not need a technical specification. Tell us about the workflow, product, or operational problem you need to solve.
Project and monthly engagements are scoped to the problem and delivery capacity.