Companies working with Moonwater can expect an environment in which the teams closest to the work describe the tools they need in plain language, shape how those tools look and behave, and see them come together without waiting on an engineering queue. Behind that, we handle the parts that decide whether software survives contact with an enterprise: security, access, governance, and the architecture underneath. What starts as quick exploratory building ends up as systems that hold up under real load and real scrutiny.
A note — Due to active NDAs, clients are described by sector rather than name.
Real Estate
A real estate technology platform
Built an engine that analyzes complex real estate contracts against hundreds of regulatory rules, catching errors and omissions that cost brokerages millions in E&O claims. Extraction, validation, and audit trails at a level of accuracy manual review can't match.
Healthcare
A medical imaging company in a regulated clinical environment
Built full-stack AI image analysis systems in a regulated, high-stakes medical environment where accuracy is non-negotiable and data security requirements meet HIPAA and the strictest regulatory standards.
Entertainment
A major entertainment conglomerate
Reduced multi-million-dollar marketing tech spend by half while increasing operational efficiency through ML- and AI-driven audience targeting and workflow automation.
Media / Talent
A global media brand and a creative-industry talent platform
Built bespoke RAG-powered talent-project matching for the creative industry. The RAG systems we've built process thousands of creator profiles against project requirements, surfacing talent fits that human reviewers confirmed were more accurate and more comprehensive than manual matching.
Public Relations
A boutique PR firm specializing in earned media
Built an automated outreach engine that matches client pitches to journalists actively covering related topics, cutting the man-hours required to identify relevant leads and improving response rates by reaching reporters whose recent work actually aligned with the story.
Television
A television production company
The full scope of this engagement is held under NDA. We're proud of the work; that's all we're able to say.
We don't experiment with AI. We deploy it in environments where failure is not an option.