The demo always works. Production is another story. What building AI features into our own SaaS taught us about data, evaluation, and picking the right first use case.
Sales says $4.2M, Finance says $3.9M — and the meeting turns into a debate about whose spreadsheet to trust. The real cause, and the pragmatic way out.
Designing pipelines and a centralized warehouse that your whole business can trust.
Lakehouse patterns, semantic modeling, and dashboards executives actually use.
Moving AI from demo to production on governed enterprise data.
Right-sizing, FinOps, and secure architecture that scales affordably.
Book a free 30-minute consultation with a senior specialist — practical guidance on your data, cloud, or AI question, with no sales pitch.