UNVEIL builds production-grade AI, machine learning, and AI-powered software on open-source foundations — for healthcare, government, and data-heavy enterprises.
Washington-based. Serving California and Washington locally and clients worldwide. No vendor lock-in.
UNVEIL is a custom AI, machine learning, and software-development consultancy. We design, build, and ship production-grade systems on open-source foundations — so your team can increase revenue, scale, and own the technology you depend on. Based in Washington, serving California and Washington locally and clients worldwide.
Custom generative-AI and agentic systems — copilots, document understanding, retrieval-augmented generation — that automate document-heavy and decision-heavy work.
Full-stack web, data, and document applications with AI engineered into the product from day one — not bolted on. Open-source foundations. You own the source.
Causal inference, predictive and prescriptive modeling — analyses that move beyond correlation to the actual drivers of outcomes, with healthcare-grade statistical rigor.
End-to-end AI/ML systems — computer vision, NLP, tabular, time-series, and foundation-model adaptation — built on your enterprise data for informed decisions and intelligent automation.
Reproducible training, model registries, monitored inference, and cryptographic provenance. ML that survives audit and adapts as your business changes.
AWS and Azure — and on-prem or air-gapped deployments where the regulatory or cost picture demands it. Modern AI does not require a hyperscaler.
AI readiness assessments, governance frameworks, fractional ML staffing, and tailored upskilling that aligns capstone work with your real business problems.
Selected work
A mix of delivered client engagements and capability builds we own — each described in capability and process terms, grounded in real source artifacts (SOWs, READMEs, internal docs). Named references, full architecture detail, and live demos are shared under NDA.
End-to-end AI pipeline turning multilingual, multi-platform social-media discourse into structured real-time insights — sentiment, content, thematic analysis at scale.
Statistical analysis and predictive modeling for inpatient-admission risk in adults 50+, with documentation and handoff to the in-house team for production deployment.
Beyond risk prediction — analyses identifying intervention-amenable patients, subgroup outcome divergence, and avoidable utilization for value-based-care strategy.
Fractional lead-data-scientist capacity supporting an in-house team — absorbing workload, documenting ML work, and contributing to active analyses.
Agentic system taking a natural-language goal through the full ML lifecycle — research, plan, experiment, evaluate, iterate, deploy — across five modalities.
Conversation-first immigration-petition platform — multi-agent architecture over versioned legal knowledge bases, with citation guarantees on every answer.
From innovating small enterprises to optimizing midsize businesses and transforming large enterprises, let us guide you towards unlocking the full potential of artificial intelligence.
If you are a small business or ambitious startup let's harness the power of AI together to turbocharge your growth, understand your customers better, and stay ahead of the curve.
Running a midsize business comes with its own set of challenges. Are you looking to streamline your operations, make smarter decisions, and delight your customers? Let's unlock the potential of AI to help you optimize every aspect of your business.
Leading a large corporation through digital transformation isn't easy. Are you navigating the complexities of scaling AI initiatives across your organization, ensuring compliance, and driving innovation at every level? Let's collaborate to build a future-ready enterprise powered by AI, cloud technology, and a culture of continuous learning.
Quick answers on how we work, who we serve, and what an engagement looks like.
We design, build, and ship custom artificial intelligence, machine learning, and AI-powered software systems on open-source foundations. Our work spans Generative AI and agentic systems, Advanced Analytics, end-to-end AI/ML, MLOps, Cloud Solutions, AI literacy and governance, and full-stack software development with AI engineered into the product. We do not resell third-party software — every deliverable is original code we hand over to the client.
Healthcare and population-health organizations, government and public-sector agencies, health insurers and claims operations, media and research institutions, and data-heavy commercial enterprises. We are based in Washington with a California presence and serve clients across the United States and worldwide.
Yes. Every system we build is delivered with full source on open-source foundations. There is no proprietary middleware that traps you, and no subscription you must keep paying just to keep the system running after the contract closes.
We design for audit from the start — PII detection, append-only audit logs, deterministic integrity checks, leakage controls, and trade-secret-aware document handling are baked in rather than bolted on. We are comfortable with HIPAA-adjacent and FOIA / public-records contexts, and we deploy on-premises or air-gapped where the regulatory or sovereignty picture requires it.
Most engagements stand up a working, demonstrable system inside a single sprint cycle (1–4 weeks). We work iteratively — visible progress every week, not a six-month black box.
No. We have shipped on AWS, Azure, and on-premises commodity hardware. We pick the stack that fits your governance, cost, and scale picture — not the one we have a partner kickback for. Our agent code is written as raw tool-use loops on the underlying frontier-model APIs so it stays portable across providers.
Yes. UNVEIL (legal entity ANOMALO LLC) is a Washington-self-certified small business under SBA size standard for our primary NAICS (541512). We are minority-owned (Black/African-American), and our 8(a) certification application is in preparation.
Yes — we have named, contactable client references, each with a current point of contact. We share named references and matched engagement detail under NDA or in the context of an active proposal so the reference is mapped to the work most relevant to your scope.
