ai
AI, integrated properly
AI is only useful when it fits the work. We integrate modern models into your business software with the same engineering discipline as everything else: evaluated, monitored, and priced so you know what it costs to run. Not a demo you can’t deploy.
What you get
- A clear-eyed view of where AI actually helps, and where a boring rule engine would beat it
- Integration with the models that fit: OpenAI, Anthropic, Google Vertex, open-source when it makes sense
- Retrieval-augmented setups, vector databases, embeddings pipelines where they earn their keep
- Guardrails: input validation, output checking, human-in-the-loop where it matters
- Cost monitoring so a runaway prompt doesn’t hit your bank account
- An evaluation harness so you know when the AI is getting better or worse
Ideal for
- Teams with a repetitive text-heavy task begging to be automated
- Businesses whose customers want smarter search, chat or an assistant
- Founders shipping AI-native features and needing them to actually work in production
- Anyone burned by an AI demo that fell over the moment real users hit it
ready to talk
Tell us about your ai project.
A quick chat about your objectives. No slides, just a proper conversation about what you’re trying to do.