Practical AI and systems consulting for teams who need production-ready answers.
We help engineering teams build AI systems that work in the real world. That means dealing with messy data, managing costs, mitigating risks, and creating architectures your team can maintain long after the engagement ends.
Offerings
AI Systems Review
Assessment of existing AI implementations for reliability, cost efficiency, and maintainability. Best suited when you have systems in production that need scrutiny before scaling.
Applied AI Prototyping
Rapid development of working prototypes to validate feasibility before committing engineering resources. Useful when you need to prove out an approach quickly and cheaply.
Technical Advisory
Ongoing technical guidance for teams building AI systems. Works well for organizations that have engineering capacity but need experienced oversight on architecture and implementation choices.
AI Risk & Cost Analysis
Evaluation of production costs, failure modes, and operational risks for AI projects. Recommended before major infrastructure decisions or vendor commitments.
How we work
- Clarity first. Problems get solved faster when they are stated plainly.
- Production constraints matter. Data quality, latency, cost, and failure modes are not afterthoughts.
- Measurable evaluation over intuition. If you cannot measure it, you cannot improve it.
- Secure by default. Security and privacy are built in, not bolted on.
- Work with your team, not around them. Knowledge transfer is part of the engagement.
- Minimal viable rigor. Enough process to be reliable, not so much that it slows you down.
- Documentation that outlasts the engagement. Your team should be able to maintain what we build.
Get in touch
Tell us about your project or challenge. No sales pitch, just a straightforward conversation about whether we can help.