Services / 04
Full-Stack AI Company Transformation
Y Combinator's most watched thesis: don't build AI tools to sell to your industry, become the AI-powered version of that industry. Not accounting software. An AI accounting firm.
The shift
The gap is enormous: $5 trillion in global knowledge work versus $230 billion in B2B SaaS. The companies that close that gap won't be selling software. They'll be running as software, with margins of 80% instead of 30%.
What it involves
Transformation, not integration.
- Identifying which parts of your operations AI can own entirely, not just assist
- Redesigning your business model around AI-first delivery (company-as-software)
- Building the agent architecture: triggers, events, orchestration layers
- Replacing manual knowledge work with autonomous AI pipelines
- Repositioning your company to compete directly with legacy incumbents on margin
Already happening
Industries already making this shift.
- Accounting, Truewind: AI accounting firm you hire instead of accountants
- Financial services, AviaryAI: full outbound AI service team for banks
- Insurance, Corgi: AI-powered carrier targeting 12% of US GDP
- Consulting, legal, HR, logistics, customer service, all in play
How we architect it
Business analyst and software architect in one team.
- Business model redesign, where AI owns the output, not just assists with it
- Agent architecture design, orchestration, triggers, event flows
- Full-stack build from data layer to customer-facing AI
- Forward Deployed Engineering to make it operational inside your organisation
The shift in numbers
$5T
Global knowledge work spend
$230B
B2B SaaS market today
80%
Typical margin for full-stack AI cos
Prerequisites
This transformation works best when combined with our Automation and FDE practices. We assess readiness as part of the initial discovery call.
Ready to make the shift?
Let's explore the model.
We start with a readiness assessment, where your business is now, and what it would take to run as software.