Realistik AI Dynamics

Realistic Solutions for a
Changing World of Work

AI is reshaping work faster than most people and organizations can track. We built independent tools that show exactly where the impact lands — for individual workers and the organizations they work for. No hype. No agenda. Just realistic, usable information.

Human-developed • Independently built • No products to sell you afterward

Independent assessment. Always. Task-level insight, not job-title guesswork Human strengths valued, not dismissed No hidden agenda We collect and summarize. You decide.
ⓘ The most important step most people skip

Understand Your AI Reality Before You Invest in Anything

Before investing in AI training programs, tools, or technology — there’s a question worth asking first: do you actually know where AI affects your specific work, or your organization’s specific workforce?

Most organizations buy training before they understand the problem. Most individuals invest in AI tools before knowing whether they need them. That’s the equivalent of buying a house before knowing if it fits your lifestyle, your needs, or your budget — or choosing a college without first understanding your own career direction.

Understanding your actual AI exposure — at a task level, from real data — is the right first step. Everything else follows from that.

“And here’s why many AI assessment offerings make this situation worse, not better.”
How most AI assessments work
Offered free as entry point to a sale
Conclusions shaped by what’s being sold
Driven by hype or doom-and-gloom framing
Training programs or tools sold afterward
Your data serves someone else’s agenda
The Realistik AI Dynamics approach
Independent — no products or services to sell
Conclusions reflect what your people actually said
Realistic framing — no hype, no scare tactics
Anonymous aggregate reporting to your organization
You decide what to do with what you learn

“An organization’s assessment of AI risk exposure should always be independent of any company that ultimately sells you AI products or services.”

That principle shaped our business model and every product we offer — from the ground up.
For organizations

Workforce AI Impact Snapshot

Before investing in AI tools or training for your team, see where your workforce actually stands — across three dimensions, independently measured. These charts are drawn from real beta data. The organization below is fictional; the patterns are real.

Team average task exposure
46–48%
District of Cedar Hollow • 11 staff • fictional sample
Role range: 15–70% — a 55-point spread inside one small office.
1 · Task exposure
Where AI touches actual work — not job titles
Lower (<25%)
1 of 11
Moderate (25–49%)
3 of 11
Elevated (50%+)
7 of 11

Concentrates in admin, finance, and records — but exposure alone tells only part of the story.

2 · Human strengths
What your people bring that AI can’t replicate
Very strong (5/5)
5 of 11
Strong (4/5)
4 of 11
Moderate (2–3/5)
2 of 11

9 of 11 strong or very strong — including several highest-exposure roles. Genuinely independent dimensions.

3 · Adaptability & tech comfort
Readiness to respond — the most variable dimension
Overall adaptability
High (4–5/5)
9 of 11
Moderate / Building
2 of 11
Tech comfort specifically
Strong (4–5/5)
7 of 11
Moderate / Developing
4 of 11

Tech comfort is the genuine variable — knowing who’s still building it shapes which support matters most.

See the complete sample report →

What an organization actually receives

The Snapshot gives your leadership team a complete anonymous picture of your workforce — built from what your own people said about what they actually do. Four outputs, each distinct:

  • Task exposure — where AI realistically touches the work across your organization, at a role level, not a title level
  • Human strengths — the capabilities your people bring that AI doesn’t replicate: judgment, relationships, institutional knowledge
  • Adaptability — how ready your workforce is to respond to change, including a specific look at tech comfort
  • Practical Considerations — a plain-language synthesis of what the data means for your organization specifically, an intersection analysis showing which combinations matter most, and nine questions derived directly from your data profile. No recommendations. No products to buy.

Individual reports always stay private. Your organization sees aggregate data only. Privacy is structural, not a promise.

The Snapshot is designed for organizations. Individuals can access their own independent assessment directly — a personal look at the same three dimensions, delivered as a private report.

For individuals

AI Job Risk & Adaptation Assessment

A 5–7 minute assessment of your actual day-to-day tasks — not your job title. Three dimensions independently scored. A private PDF report delivered to your inbox. Below is a preview from a real sample report.

Sample report — Doiley, Clinical Dietitian · 16–25 years experience
AI Job Risk & Adaptation Assessment
Estimated AI task exposure
20–30%
Exposure concentrated in clinical analysis and research — areas where AI tools are used as decision support, not replacements for 16–25 years of clinical judgment.
Low exposureHigh exposure

Where some exposure exists

  • Analysis & research tasks — 5/5
  • Admin & workflow tracking — 3/5
  • Scheduling, documentation — 1/5

What’s solidly in place

  • All workplace execution strengths — 5/5
  • Strategic judgment — 4/5
  • Clinical expertise — 16–25 years
Task exposure
20–30% — Low
Human strengths
Very strong
Adaptability
Very good
Overall positioning
Low risk profile
Strongest areas
Organization & Reliability Adaptability Tech Comfort Strategic Judgment Communication
Try the assessment — $10 →

What your full report covers

The complete report is four pages covering four distinct outputs — each scored independently because they answer different questions:

  • Task exposure — which parts of your actual daily work AI can realistically touch, and what that percentage means in plain terms
  • Human strengths — the capabilities you bring to your job that AI doesn’t replicate: judgment, relationships, experience, care. Scored separately, never bundled with exposure
  • Adaptability — your readiness to respond to change, including a specific look at tech comfort. A distinct scored dimension, not an afterthought
  • Practical considerations — a direct, realistic interpretation of what your specific scores mean for your work going forward. No alarm, no jargon, no upsell.

Written for you specifically, based on your actual answers.

Before you spend $20 — or much more — on any AI tool or training course: understand what you actually need first. This assessment tells you that before you spend a dollar.

Our products

Two Tools. One Purpose.

Understand the real AI impact — on your work, and on your workforce.

For Individual Workers
AI Job Risk & Adaptation Assessment

A personalized report showing where AI genuinely affects your specific daily tasks — and where your human strengths and adaptability hold real value.

  • Based on what you actually do — not your job title
  • Task exposure, human strengths, and adaptability assessed independently
  • Realistic, calm, practical — no doom and gloom
  • Detailed PDF report delivered to your inbox
For Organizations & Employers
Workforce AI Impact Snapshot

Your employees complete individual assessments privately. You receive an anonymous aggregate picture of your workforce’s AI exposure, human strengths, and adaptation readiness.

  • Individual reports stay private — you see aggregate data only
  • Data comes directly from your own people — not outside assumptions
  • Typically costs less than one hour of an average employee’s wage per person
  • We collect and summarize. You decide what to do with it.
Why this approach

Built differently. For good reason.

01

Task level, not title level

AI affects specific tasks within jobs — not whole jobs. Two people with the same job title can have completely different exposure depending on what they actually do each day. Our assessments measure what people do, not what they’re called.

02

Independent by design

We don’t sell training programs, AI tools, or follow-on services. That independence isn’t a marketing line — it’s the structural reason our assessments produce realistic results rather than conclusions shaped by a commercial interest.

03

Human strengths and adaptability matter

Most AI risk tools focus only on what’s at risk. Ours measures both sides independently — where AI pressure is real and where human capabilities and adaptability genuinely protect people. Both sides reported clearly, without spin.

Real results

Tested across real occupations and job tasks.

Beta assessments have been completed across a wide range of occupations and job tasks — including healthcare, trades, accounting, technology, law enforcement, sales, and management — each producing a genuinely different personalized report. The diversity of results confirms what the methodology was built on: AI affects people differently depending on what they actually do.

12+
Occupations assessed during beta
20–70%
Exposure range across real profiles
100%
Personalized — no two reports identical
About the founder
Donald DeGagne — Founder, Realistik AI Dynamics
Donald DeGagne
Founder, Realistik AI Dynamics
Playa del Coco, Guanacaste, Costa Rica

Not a Tech Company.
Not a Consulting Firm.

Realistik AI Dynamics was built by one person — a retired City Manager with 30+ years running large organizations, teams, and complex public-facing operations. Someone who spent a career watching how work actually changes from the inside, who taught himself web development and AI after retiring, and who built these tools from scratch in Playa del Coco, Costa Rica.

Not a technology company. Not a startup with a pitch deck and an investor mandate. Someone who built something because ordinary workers and the organizations they work for deserved something more realistic and more useful than what the market was offering.

“At 71, I built this using AI tools. That experience reinforced something I already believed: most people are more adaptable than they think.”

No venture capital. No corporate agenda. No algorithm deciding what you want to hear.

Learn more about this project →

Wondering how AI affects
your work — or your organization?

Two different tools. The same realistic approach. Independent data, no agenda, no upsell. Just information you can actually use — and you decide what to do with it.