AI implementation for B2B SaaS, done properly
Most AI projects fail because the underlying systems are not ready for them. I help SaaS teams clean up the foundation, then build AI that actually works.
Get in touchWhat I see
B2B SaaS companies are spending more than ever on AI tools, and getting less than they should from them. Six AI tools that don't talk to each other. Data scattered across 20 SaaS apps. OpenAI bills that grow every month without a clear ROI story.
Most AI implementations fail not because the technology is not ready, but because the foundation underneath is not. The companies getting real value are the ones who fix the operational layer first, then build AI as part of a coherent system.
What I do
Tool Stack Cleanup
Audit your existing SaaS tools, identify redundancy and integration gaps, build the data architecture that AI can sit on top of. Most clients see meaningful tool consolidation savings before any AI work is introduced.
AI Cost Migration
Move expensive OpenAI and Anthropic workloads onto fine-tuned open source models hosted on cost-efficient infrastructure. Same quality, significantly lower running costs, full data privacy.
Custom AI Systems
Bespoke AI implementation for the workflows that matter most to your business. RAG systems, agentic workflows, fine-tuned models, OCR pipelines. Built to integrate cleanly with the operational foundation.
How it works
01
Discovery and Audit
We map your current tool stack, data flows, and AI usage. We identify the highest-value opportunities and the foundation work needed to enable them. You get a clear plan before any work begins.
02
Implementation
We deliver in defined phases with clear scope. Foundation work first, then AI implementation. You always know what is being built, when it ships, and what the outcome should look like.
03
Ongoing Partnership
After the initial implementation, we offer optional monthly partnerships for clients who want continuous optimisation, new use case development, and proactive cost monitoring as their business grows.
About
Joshua Tiernan has founded and exited six businesses, with his work featured in the NY Times and Fortune. He is currently CEO of No Code Founders, a 35,000 member community for technology founders.
He now works with B2B SaaS companies to implement AI systems that produce genuine operational value, not bolt-on chatbots. His approach combines deep operational systems experience with technical AI implementation, delivered in partnership with a small team of senior engineers.
Have a conversation
If you run a B2B SaaS company between 30 and 200 employees and want to talk through what AI implementation could look like for your team, get in touch.
Get in touch