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Bolted-on AI feels like an afterthought, because it is. We build AI features that are native to your product's core workflows, not a widget in the corner.
AI strategy starts with use cases, not technology. We help you identify exactly where AI creates the most value in your product then we build it.
Prompt engineering, fine-tuning, and model selection require deep expertise. We've built production AI systems we know what works and what doesn't.
The window to differentiate with AI is narrowing fast. We move quickly from use case definition to production-ready AI feature in weeks, not months.
Every engagement starts with identifying the right use case.
Here are the most common ones we build.
Automatic meeting notes, clinical documentation, call summaries, AI that captures and organises information so your users don't have to.
Autonomous agents that take actions, make decisions, and complete tasks on behalf of your users. Inside your product.
Search that understands intent, not just keywords, Built on vector embeddings and retrieval-augmented generation (RAG).
Context-aware chat interfaces and copilots that help users get more out of your product, trained on your data, not the internet.
AI that triggers actions, routes tasks, and automates repetitive workflows reducing manual work across your product.
Intelligent dashboards and insights that surface what matters automatically, without your users having to dig for it.
We identify where AI creates the most value in your product and define the exact use cases to build before we write a line of code.
OpenAI, Anthropic, Google, or open-source, we integrate the right model for your use case, budget, and data requirements.
Autonomous agents that think, decide, and act. Built to work reliably inside your product at scale.
AI-triggered workflows that reduce manual work, route tasks, and automate repetitive processes across your product.
Optimised prompts and fine-tuned models that produce consistent, reliable outputs, not hit- or-miss results.
Production-ready AI with evaluation frameworks, monitoring, and full documentation so your team can own and iterate on it.

The founder had a vision for a smarter way to manage business operations.

A Canadian fintech app built for households not just individuals.


Engagement
Custom
scoped per engagement, monthly retainer
Scope and pricing depend on use case complexity, model selection, data requirements, and integration depth. We'll give you a clear fixed-price proposal after the discovery call.
Ready to build AI into your product?
Book a free discovery call and we'll map out exactly what'll move the needle the use cases, the models, the architecture.
We start with where AI creates real value not the model.
From discovery call to a shipping AI feature in weeks, not quarters.
Full handover with docs, evals, and monitoring no lock-in.
Eval frameworks tied to business metrics, not vanity benchmarks.