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Anson Kairys.

Working as a Strategist

Applied AI consulting and research for enterprises, nonprofits, clinicians, and digital health teams. We design and build systems that automate work, sharpen decisions, and scale expertise. Backed by federally funded research at the University of Michigan.

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Manifesto

Ideas travel like signals.

Most organizations do not have an AI problem. They have a work problem. Hours lost to manual pipelines, expertise trapped in a few heads, tools that never talk to each other. The right system dissolves that work: an automation that runs while you sleep, a model that scores what used to be guesswork, an avatar that answers in your voice.

Everything on this site is deployed work inside real organizations. Not mockups, not slide decks. The same systems their teams run today.

Approach

Start with the problem, not the technology.

Every engagement starts with a precise operational problem and ends with a deployed, working solution. The technology is chosen to fit the problem, never the other way around. That discipline is what separates high-ROI AI from expensive experiments.

The most powerful AI implementations are rarely the most complex. They eliminate the right work entirely, so your team can focus on what moves the mission.Anson Kairys · Notes to self
Expertise

Four lanes. One practice.

Strategy finds the problem. Systems solve it. Creative makes it land. Communications keep it in your voice.

01Strategy

We audit how the work actually gets done, find the expensive bottlenecks, and design the system worth building. From enterprise AI roadmaps to nonprofit digital transformation.

  • AI opportunity & workflow audits
  • Digital transformation roadmaps
  • Outcomes & ROI frameworks
  • Ethical AI & bias review
  • AI training & capacity building
  • Long-term AI advisory
02Communications & Marketing

Your message, everywhere it needs to land. Messaging frameworks, search strategy, and automated communications that sound like you and reach people at the right moment.

  • Brand messaging frameworks
  • SEO & generative search (GSO)
  • Email & donor journey automation
  • Persona & conversation design
  • Crisis & escalation messaging
  • Analytics & attribution setup
03Creative

Design that earns trust. Brand identity, accessible UX, and interfaces that make complex systems feel simple, from donor portals to clinical tools.

  • Brand identity systems
  • UX audits & behavioral analysis
  • Information architecture
  • UI design systems
  • Accessibility (WCAG) review
  • Data visualization & dashboards
04Systems & Technology

The build. Automation that absorbs entire workloads, data models that score and route, AI pipelines that compress weeks into hours, and avatars grounded in your approved content.

  • Workflow automation architecture
  • Custom AI data models
  • RAG & LLM pipelines
  • API integration & platform builds
  • Interactive avatars & voice AI
  • Real-time analytics dashboards
Selected Cases

A closer look at recent engagements.

A cross-section of the practice. Nonprofit transformation, enterprise automation, AI pipelines, and avatars that are live right now.

We scope, design, and build AI systems for organizations that want results, not research projects. Automation architectures, data models, digital platforms, and conversational avatars, deployed inside real operations.

Engagements run from 48-hour research sprints to multi-phase platform builds to long-term advisory. Working systems in front of your team in weeks, not quarters.

Selected Work

Slide decks don't ship. Systems do.

What We Build

Pick one service or hand us the whole problem. Every engagement ends with something running, not a recommendation.

About

Meet Anson.

Clinical Assistant Professor of Psychiatry at the University of Michigan Medical School and founder of A2 Applied Intelligence. NIH-funded investigator in AI and cognitive health, invited NIH presenter, and consultant to teams across Michigan Medicine. The research rigor behind the practice. The team behind the build.

The practice runs from strategy through deployment. Our team audits the workflow, designs the architecture, builds the system, and hands your team the keys with documentation to maintain it.

Current focus: enterprises automating their most expensive workflows. Nonprofits modernizing digital operations. Clinicians and digital health teams building compliant AI tools. Institutions that need AI training their people will actually use.

  • 01

    Scale expertise without scaling headcount

    Extend the reach of your experts and approved content across audiences and time zones without adding headcount.

  • 02

    Consistent, compliant by design

    Fairness, transparency, and data protection are design constraints from the first conversation, not afterthoughts.

  • 03

    Built around the people who use it

    Systems shaped by real user journeys, whether that user is a donor, a patient, a recruiter, or a research team.

  • 04

    Outcomes data you can actually report

    Dashboards and analytics show what is working in real time. Evidence you can put straight into a board report.

Next signal

Ready to put AI to work on the real problem?

Contact

Let's build something worth building.

Tell us about your organization and the problem that costs you the most time or money. We will scope the system, walk you through the options, and put something working in front of your team.