We Build Companies That Think

Democratizing Vertical AI for every organization

SaaS market deflation and vertical vs horizontal SaaS valuations

90% Software Industry Deflation Manifest

By 2026, 90% of all new code will be generated by AI. Anthropic CEO Dario Amodei predicted in March 2025 that within a year AI could be writing "90% of the code." [Business Insider]

AI coding agents have already slashed the cost of developing applications from scratch by up to 90%, improving scope and quality tenfold. [Orient Software]

Despite significant deflation, pricing has not adjusted due to information asymmetry and monopolistic interests. If a vendor "is charging too much, an AI-assisted engineer might replicate the core functionality." [Monetizely]

DevOps platforms make industry-specific applications 20%+ cheaper to operate and more reliable. [McKinsey]

Vision

We believe that in the future most of business logic will move from rigid code into flexible human language—enabling the Software 3.0.

We believe organizations will program with workflow designs, not via code.

Software evolution: from code to workflows
AI Productivity Barrier Matrix - path from AI Wrappers to Vertical AI

Mission

We are on a mission to democratize AI by offering enterprise-grade development services to teams of all sizes. Previously, high-quality AI solutions were only accessible to large corporations—we're changing that.

Our mission is to fix the broken AI development ecosystem that produces waste in the form of failed pilots, POCs and projects. Most of work fails because they run out of money before overcoming the hard work productivity barrier.

We plan to achieve our mission by putting skin in the game.

Our Promise

We turn complexity into simplicity and slow into smart—so your organization can think, act, and evolve like the company of the future, today.

By leveraging our AI technology ownership and R&D investment, you get over the hard work productivity barrier without carrying the risk.

  • 100% satisfaction guarantee
  • Free POC using your own data
  • Comparable quality

We don't sell servers, but you'll get service that thinks with you.

Security & Privacy Architecture

Secure and Private Serverless + SQL-lessness

Secure serverless architecture with Vercel, Supabase, and Gemini

Our infrastructure is built on world-leading platforms with EU residency and compliance. All traffic is encrypted between components.

  • Vercel - EU Residency, EU Compliance, world-leading dev/ops platform
  • Supabase - Postgress Database Trusted by the world's most innovative companies. Authentication, instant APIs, Edge Functions, Realtime subscriptions, Storage, and Vector embeddings.
  • Google Gemini - access to Google's most capable multimodal models via enterprise security, compliance and EU residency.
  • Customer Critical ERP systems - safe separation / version control isolation and data integration from modern Vertical AI to your legacy SAAS

Our Two Delivery Models

Why FDE is Recommended

AI solutions require optimizing 8+ interconnected quality dimensions simultaneously. In the FDE model, our engineers own the problems and are empowered to solve them - no handoffs, no blame games, no coordination friction.

Traditional project methods fragment ownership across teams, creating gaps where quality issues fall through. FDE engineers take end-to-end responsibility for the entire quality spider chart.

AI Assistant features quality dimensions - User Experience, Response time, UI design, AI collaboration, Change management, Scope, Dev/ops friction, AI Agent reliability
Recommended

Forward Deployment Engineering (FDE)

10x higher success rate

Palantir & Sierra methodology with SaaS benefits

Our team builds custom solutions while owning the IPR and carrying R&D risk. Full happiness money-back warranty. We handle operations, maintenance, and continuous improvements.

  • 10x higher probability to break productivity barrier
  • Custom development with deep integration
  • We carry the R&D risk
  • No operational burden - we handle everything
  • Continuous improvements included
  • Fastest time to value
  • Engineers own all 8 quality dimensions

Project Method

Agile or Waterfall

Traditional project delivery where you own all IP and deliverables. Best for organizations with strong internal teams and specific infrastructure requirements.

  • Full IP ownership
  • All IT assets under same change control
  • All IT assets under same hyperscaler
  • Use your preferred outsourcing partner for managed services
  • Sovereign AI option available
  • Export all assets

Our Products

AI-powered solutions that transform how organizations work

Some great Vertical AI customers

Case Studies

Real-world transformations powered by AI

Ready to Build a Company That Thinks?

Experience our solutions with a free proof of concept using your own data