The best SaaS products today don't just store information — they act on it. We help founders ship AI into their product so users accomplish more, churn less, and investors take notice.
Free. 30 minutes. No obligation. We take on 2-3 new AI integration projects per quarter.
AI isn't a feature anymore — it's an expectation. Users expect your product to be smarter than it was last year. Investors expect a roadmap that shows you understand where the market is going. Most teams are stuck between wanting to ship AI and not knowing where to start.
AI keeps getting pushed to next quarter because the core product needs attention. Meanwhile the gap between you and AI-native competitors keeps growing.
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Great product engineers. But LLM integration, MCP, RAG — these are specialised skills that take months to develop and years to get right.
Your users use AI tools every day. They're comparing your product to those experiences. And your next investor meeting will include the question: what's your AI capability?
Most teams have built an AI prototype. Few have shipped something that users rely on daily. The gap between a ChatGPT wrapper and a real product capability is where most teams get stuck.
HalalAccounts is an accounting platform we built and operate. We shipped MCP-powered AI directly into it — letting users query their books, create records, run reports, and automate workflows through a conversational interface. No bolt-on. Built into the core product.
MCP integration · Natural language operations · Automated workflows
We didn't hire consultants or bolt on a third-party AI tool. We built the AI layer ourselves, end to end, without disrupting what was already working. That's exactly how we approach client engagements. — Asaad Mahmood, CEO, The Small Square
We don’t drop a consultant into your Slack and disappear. We work like an embedded team — tight scope, fast feedback loops, and real deliverables.
We map your product, your data, and your users' highest-friction moments. Then we identify the 1-2 AI integrations that would have the most impact without breaking what's already working.
We design the AI layer — which protocol (MCP, RAG, function calling), how it connects to your stack, and what the user experience looks like. You get a clear spec before we write a line of code.
Our team builds the integration — design, frontend, backend. We work in your repo, follow your conventions, and ship iteratively so you see progress weekly, not at the end of a long sprint.
We ship to production together. Your team owns the code. We document everything and stay available for 30 days post-launch to handle anything that comes up.
We'll look at your product, identify where AI would have the most impact on user outcomes and your investor narrative, and tell you honestly whether we're the right team to build it.
Free. 30 minutes. No obligation. We take on 2-3 new AI integration projects per quarter.
