Custom AI engineering. Organizational transformation. Education that sticks. Governance that holds. Every engagement is scoped to your reality, not a template.
These six services sit across three practice areas: governance and risk, engineering and automation, and research, training, and enablement. Whether you need one or all three, each engagement is scoped to your specific situation and goals.
Strategic advisory for organizations deploying AI agents or LLMs at scale. I audit your current systems against emerging regulatory frameworks, identify accountability gaps, and design governance architectures that hold up under scrutiny. This is the work I built CHRYSALIS to formalize: external, continuous, structurally enforced accountability that does not rely on the system to police itself.
Deep technical audits of LLM behavior across demographic variables, prompt conditions, and deployment contexts. My research on the Metric Illusion shows exactly how standard evaluations can miss systemic bias entirely. I go beyond benchmarks to surface the failures that only appear in the wild, before they cause harm at scale.
Production-grade AI systems designed for your specific workflows. Fine-tuned LLMs, custom AI agents, RAG pipelines, and automation architectures built to integrate cleanly into your operations. I scope carefully, build precisely, and hand off systems that your team can actually maintain and trust.
On-chain and off-chain analytics, crypto portfolio strategy, DeFi research, and blockchain infrastructure integration for AI or fintech operations. My blockchain work is built on deep research and firsthand experience, not hype cycles. I help organizations understand what the technology can and cannot do, and build accordingly.
Workshops, seminars, and written curriculum for teams and leaders who need to understand AI without becoming engineers. I design training that meets people where they are and equips them to make better decisions, not just pass a quiz. Topics range from AI literacy fundamentals to advanced governance concepts for senior leadership.
Independent research, white papers, policy briefs, and thought leadership content on AI governance, safety, and ethics. I write to shape how decision-makers think, not just to fill a content calendar. Every piece is grounded in the same research standards I apply to my academic work: rigorous, reproducible, and built to hold up to scrutiny.
Every engagement begins with a conversation so we can match the right level of support to what you actually need. Advisory is best for focused decisions. Training is best for team adoption. Custom builds are scoped around the complexity, integrations, and deliverables involved.
For founders, leaders, and teams who need clarity before committing to a direction. These sessions are designed for strategic questions, workflow planning, AI tool selection, risk review, automation opportunities, and practical next steps.
For teams that need to understand how to use AI effectively and responsibly. Training can include prompt engineering, AI literacy, executive briefings, workflow adoption, safe AI use, and custom curriculum for your organization.
For organizations ready to move beyond planning. Engagements can include custom AI agents, automation pipelines, RAG systems, dashboards, governance frameworks, bias audits, research deliverables, and AI transformation roadmaps.
All rates are starting points. Complex builds, multi-session training, enterprise engagements, and ongoing advisory support are scoped individually after a discovery call.
Choose your entry point. Every engagement starts with a conversation.