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AI adoption is outpacing the judgment needed to use it well.

Some professionals are hesitant. Others use AI without checking assumptions, protecting sensitive information, or recognizing when specialized expertise is needed.

ThincWith.me is ambient desktop software that helps professionals use AI with sound judgment while they work. It provides timely guidance inside supported AI tools. Zolvay is also developing privacy-conscious organizational insight into capability, adoption, and risk.

The macOS application is in production-candidate testing, with a Windows version in development.

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How Zolvay Works

ThincWith.me provides guidance during real work. Privacy-conscious telemetry is designed to help organizations understand adoption and use. Integration with the Zolvay Score is in development.

What Adoption Looks Like Today

Across industries, the pattern is consistent

These are the patterns leaders describe.

Adoption is uneven.
Some professionals hesitate to use AI.
Others use it without checking claims or protecting sensitive information.
Leaders often lack a clear view of where teams need support.

AI is moving into daily work quickly. Many organizations are still building the capability to use it well.

That gap shapes whether AI becomes an advantage or a source of risk.

Adoption Is Uneven

Organizations are investing heavily in AI. Inside most of them, use is uneven. Some people lean in, some hold back, and few leaders can see the difference.

ThincWith.me is designed so that everyday work, not a separate test, is what shows capability at the individual, team, and organizational level.

As one state IT executive put it:

“The biggest thing we’ve struggled with is just getting engagement.”

The tools are available. Confidence and judgment take longer to build.

Adoption stalls when people hold back, and risk grows when people use AI without checking the work.

Access to AI is only part of the challenge. Organizations also need to develop workforce capability and sound judgment.

What Customers Taught Us

Our customer work confirmed that professionals value practical guidance and that organizations need clearer insight into how AI is being used. It also showed us that support works best when it stays close to the work. Those lessons shaped ThincWith.me.

These leaders helped us understand what capable, responsible AI use requires in practice.

Proposal and Bid Work

Teams working on proposals needed help framing the task and the audience before drafting. That shaped how ThincWith.me coaches structure and clarity.

Government Contracting

Leaders in government contracting asked for evidence that their people use AI responsibly. That shaped how Zolvay reports capability to an organization.

County Government

Public officials worked through long technical documents under deadline. That shaped the coaching around summarizing and checking source material.

Nonprofit Leadership

Nonprofit teams write for funders who expect precision. That shaped the coaching around audience, evidence, and claims.

State Agency Technology Leadership

Technology leaders described uneven engagement and policy that did not change behavior. That shaped the enterprise dashboard’s focus on adoption patterns and areas that need support.

Proposal and Bid Work

Teams working on proposals needed help framing the task and the audience before drafting. That shaped how ThincWith.me coaches structure and clarity.

Government Contracting

Leaders in government contracting asked for evidence that their people use AI responsibly. That shaped how Zolvay reports capability to an organization.

County Government

Public officials worked through long technical documents under deadline. That shaped the coaching around summarizing and checking source material.

Nonprofit Leadership

Nonprofit teams write for funders who expect precision. That shaped the coaching around audience, evidence, and claims.

State Agency Technology Leadership

Technology leaders described uneven engagement and policy that did not change behavior. That shaped the enterprise dashboard’s focus on adoption patterns and areas that need support.

The Zolvay Solution

Zolvay supports both sides of the problem: people who hold back, and people who use AI without checking the work. ThincWith.me offers timely guidance inside the AI tools people already use, designed to fit existing workflows.

ThincWith.me is designed to work in three ways:

  • •Measurement: the Zolvay Score™ in the enterprise dashboard
  • •Coaching: timely guidance inside the AI tools people already use
  • •Governance: privacy-conscious visibility into patterns of adoption and use

No separate course is required at the moment of work. Guidance stays close to the task.

Enterprise Visibility

  • •Adoption patterns across teams and roles
  • •Capability trends over time
  • •Dimension-level strengths and gaps
  • •Areas where teams may need support

The enterprise dashboard helps leaders examine adoption patterns, capability trends, and areas where teams may need support. The companion works alongside tools professionals already use.

The AI advantage does not come from software alone. It comes from capable people who know how to use it well. Zolvay is built to develop that capability through real usage behavior.

Adapt. Build. Validate.

Why Now?

Organizations are adopting AI while policies, expectations, and patterns of use are still evolving.

Leaders need practical ways to support employees, protect sensitive information, and understand where adoption is working and where additional guidance is needed.

Some organizations are experimenting. Some are hesitating. Some are quietly disengaging.

Zolvay is building a privacy-conscious way to help organizations understand and strengthen AI capability.

From Individual Behavior to Organizational Insight

The enterprise dashboard organizes privacy-conscious usage signals into views that help leaders examine adoption, capability, and areas of risk.

  • •Adoption patterns across teams and roles
  • •Capability trends over time
  • •Areas where teams may need support
  • •Patterns that may warrant additional guidance or review

Current dashboard measures draw from Zolvay’s web-based experience. Integration of ambient desktop signals is in development.

Frequently Asked Questions

Zolvay Systems helps organizations build sound judgment about AI. Its product, ThincWith.me, is ambient desktop software that gives people timely guidance inside supported AI tools. Zolvay is also developing privacy-conscious organizational insight into capability, adoption, and risk.

It is a quiet helper that sits beside your work. It offers a nudge at the moment you need one, so you get better at using AI well while you do your job.

Prompt text is not stored by Zolvay or included in telemetry. When coaching is requested, the text is sent to the AI provider selected by the user.

AI includes tools such as ChatGPT, Claude, and Copilot. These systems identify patterns and generate responses based on data and instructions. Their usefulness depends on the judgment people bring to the work.

Co-Intelligence is the human ability to work thoughtfully with AI by framing the task, considering the audience, checking the response, and knowing when additional expertise is needed.

Two common risks are relying on AI without checking its work and avoiding the technology without learning where it can help. Sensitive information, unsupported claims, and tasks requiring specialized judgment all need particular care.

A practical safeguard is helping people recognize these risks while they work.

You are not behind. AI is changing so fast that everyone is still learning. No one has it all figured out.

What matters is starting now. You do not need to catch up. You just need to begin.

Templates and tool-specific lessons can help. Durable capability also requires practice, judgment, and feedback during real work.

ThincWith.me provides coaching inside supported AI tools, helping people frame the task, consider the audience, and check the response.

Working with AI is a skill. Skills grow through steady use, not a one-time class.

A timely prompt can be more useful than asking someone to leave the task and return to a separate course.

ThincWith.me waits quietly until you are working in an AI tool. Nothing is lost when you step away, and nothing is held back when you come back.

There is no streak to keep and nothing to catch up on.

No. You do not need to know how AI is built. You need to know how to use it well. ThincWith.me is designed for professionals across roles and industries.

The Zolvay Score™ is Zolvay’s summative measure of AI capability. It uses privacy-conscious patterns of use to provide an individual measure and show aggregate trends across teams and organizations. The score is available through Zolvay’s enterprise dashboard, while ThincWith.me provides coaching during real work. Integration of ambient desktop signals into the score is in development. Organizational scoring and reporting are available as enterprise features.

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