Teams at Ambrook

Advise farms, ranches, construction companies, and other businesses on bookkeeping, financial data, and strategic decisions. Manage a portfolio of Full Service customers, support onboarding, clean and structure financial records, and deliver actionable insights. Identify product and process improvements, build internal tools, and collaborate with Product, Design, and Engineering to scale customer financial support.

Build and scale AI-powered financial tools using LLMs, generative AI, heuristics, document extraction, transaction tagging, embeddings, and vector search. Improve evaluation pipelines, prompt tooling, AI infrastructure, and human-in-the-loop systems for bookkeeping and financial workflows. Collaborate with product, design, engineering, and operations to deliver reliable AI experiences using messy real-world data.

Build and operate platform infrastructure across PostgreSQL, GCP, data systems, developer tooling, security foundations, and agentic systems. Own infrastructure projects from discovery through production, including migrations, observability, rollback planning, reliability, scalability, and internal customer feedback. Develop shared frameworks, evaluations, harnesses, sandboxes, and interfaces for cloud-based agent workflows while improving developer velocity and platform quality.