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.

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.

1.
Define the pilot
Choose the employee group, business task and criteria for reviewing the work. Decide where HermanAMP and HermanEngage each fit.

2.
Confirm access and setup
Check AI host compatibility and authorize HermanAMP’s MCP connector. Arrange the required HermanEngage user access separately.

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.

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.

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

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.





