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Turn AI investment into everyday practice

Build adoption around HermanAMP for personalized AI guidance and HermanEngage for audience research and outreach preparation. Start with a focused team and expand from useful results.

Access is only the beginning of adoption

Giving employees an AI tool leaves important questions unanswered: which tasks matter, what information can be used, how people will learn and who reviews the results. A coordinated rollout connects those decisions so teams can put AI to work with a shared purpose. 

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Connect people, work and deployment decisions

Give teams a clear starting point with two applications: HermanAMP for everyday AI conversations and HermanEngage for a defined engagement workflow. 

Choose the first workflow

Select a team and a task with an accountable owner. Use everyday AI work or audience research and outreach as the starting point.

Equip the team

Set up HermanAMP’s MCP connector in compatible, approved AI applications. Introduce HermanEngage separately for the users preparing engagement materials.

Expand with evidence

Review output quality, employee feedback and support needs before adding more users or use cases.

Give adoption a clear direction

Build a rollout that employees can use and leaders can assess against agreed goals.

A focused investment

Start with work that matters to the business and define what a useful outcome would look like.

Relevant employee support

Account for differences in communication and learning preferences when introducing AI.

Consistent prompting habits 

Give teams a common way to describe tasks, supply context and request useful output formats.

Clear ownership

Identify who approves the use case, supports employees and reviews generated work.

A measured expansion

Use pilot evidence to decide where to improve, pause or extend the rollout.

A defined product scope

Plan around HermanAMP, its MCP connection and HermanEngage, with the access each application requires.

Build the rollout one useful step at a time

Agree the scope and success criteria before the pilot begins, then refine the plan with evidence from real work.

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1.
Define the pilot

Choose the employee group, business task and criteria for reviewing the work. Decide where HermanAMP and HermanEngage each fit.

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2.
Confirm access and setup

Check AI host compatibility and authorize HermanAMP’s MCP connector. Arrange the required HermanEngage user access separately.

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3.
Put both products to work

Practice clear requests with HermanAMP. For engagement work, use HermanEngage to select contacts, prepare a brief and generate materials for review.

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4.
Review and plan expansion

Assess samples, feedback and operating needs, then agree the next team or workflow to include.

Two products for practical AI adoption

HermanAMP brings personalized guidance to compatible AI conversations through its MCP connector. HermanEngage applies personalized communication to audience research and outreach preparation.

HermanAMP

Support clearer requests and CQI-informed guidance in compatible AI applications through a user-authorized MCP connection.

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HermanEngage

Provide a structured workflow for audience discovery, contact and account reports, and personalized outreach drafts that employees review before use. 

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Apply AI where teams have a clear purpose

Select a use case with an accountable owner, suitable information and a practical way to review the outcome.

Team onboarding

Introduce approved AI practices using examples from the team’s actual responsibilities.

Leadership communication

Prepare drafts that reflect the intended audience, decision and level of detail.

Research preparation

Organize questions and summarize permitted source material for expert review.

Operational documentation

Draft procedures from approved information, then validate them with the process owner.

Account preparation

Use HermanEngage contact and account reports to prepare for customer conversations, checking cited information before use.

Outreach workflow pilots

Use HermanEngage to generate message drafts from an agreed audience and engagement brief, then review them before sending.

Explore more

Explore how HermanScience brings personalized AI, learning, and workforce guidance together to help employees build confidence, develop practical skills, and apply AI more effectively.

Plan an AI rollout your teams
can use

Bring your first team and business use case. Explore how HermanAMP and HermanEngage can support a focused rollout with clear access, ownership and review steps.

Ready to build an
AI-confident workforce?

Start a trial, book a demo, or take the complete CQI to see how HermanScience personalizes AI access, prompting, learning, and agent creation.

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