Managers Are Making High-Stakes HR Decisions Alone
People management is the largest unstructured problem in enterprise organizations. Whether a company has zero HRBPs or twenty, the result is the same: the vast majority of managers have no one to turn to when navigating the complex, high-stakes HR situations they face every week.
The HRBP Gap Is Universal
HR teams have finite capacity. In smaller organizations, managers may have no dedicated HRBP; in larger organizations, HR must prioritize the highest-risk and highest-impact work. The result is the same: many frontline and middle managers cannot get coaching at the moment a difficult situation begins.
The Triage Problem
This is not a failure of HR teams. It is a structural capacity constraint. Even the best HRBPs can only be in so many places at once. Lisa is designed to extend access to structured coaching while keeping HR and Legal in control of high-risk decisions.
The goal is not to replace HR judgment. It is to help managers recognize issues earlier, gather the right context, and involve authorized HR or Legal professionals before preventable mistakes compound.
Why Existing AI Doesn’t Solve This
Current HR AI tools fall into two categories, neither of which addresses the real problem:
The Opportunity
What if managers could get structured guidance earlier? Lisa is designed to help them clarify context, prepare for difficult conversations, identify situations that need human review, and create practical working drafts.
For startups, Lisa gives your managers expert HR support from day one, building a stronger people culture before you can staff a full HR team. For established companies, Lisa amplifies your existing HR team’s reach, coaching managers through issues before they become escalations and freeing your HRBPs for the strategic, high-touch work that truly requires a human.
What Lisa Does
Lisa behaves like a 25-year HRBP veteran, not a chatbot. She silently triages every question, leads with discovery to understand context before advising, guides managers through structured decision trees, and knows exactly when to stop and direct the manager to Legal or HR.
How Lisa Works
What Managers Talk to Lisa About
Manager Capabilities
HR Leader Capabilities
Governed Retrieval Where Evidence Matters
When enabled for an organization, Lisa can invoke Legal and Compensation retrieval tools during a turn. These tools return bounded evidence from approved legal sources and compensation-data providers. Retrieval failures are surfaced rather than silently filled from model memory.
Recruiting, L&D, and Benefits remain domain-guidance areas; they are not represented as independently grounded live specialist tools.
Governed Model Selection
Lisa dispatches only to active, eligible model-registry entries under organization, provider, and risk controls. Model promotion requires current, lineage-bound evaluation evidence and explicit review.
Governed Testing and Review
Lisa includes automated simulation, deterministic safety tests, multi-model evaluation, and human-review workflows.
Historical benchmark totals and scores are being revalidated against the current prompt, tool, specialist, and model lineage. They are not presented as current performance claims.
The current promotion protocol requires a fresh blinded cohort, frozen lineage, independent judge-provider recusal, and two human reviews per run. Passing that process supports a specific tested configuration; it is not a guarantee for every future answer.
Two Audiences, One Mission
Lisa is designed for organizations building HR capacity and for established People teams looking to extend governed manager support.
Expert HR guidance from day one
Lisa can give managers an earlier, structured place to work through people situations while making its boundaries and human-review requirements visible.
- Earlier context gathering for difficult people decisions
- Explicit escalation paths for defined high-risk situations
- Practical drafts and conversation preparation
- A governed support experience that can be configured for the organization
Extend your team’s reach to every manager
Lisa is designed to extend structured coaching while giving HR teams visibility into defined risks, evidence, and escalation workflows.
- Earlier manager preparation before human consultation
- Consistent coaching structure under organization controls
- Authorized access to risk, usage, and conversation signals
- Clear handoffs for work that requires human judgment
In both cases, Lisa isn’t competing with your HR team. She’s multiplying their impact. The challenge isn’t the quality of your HR people; it’s the gap between the support managers need and the support any team, no matter how talented, can realistically provide at scale.
Security Controls and Current Limits
Lisa uses session authentication, role-based access controls, application-layer organization scoping, TLS, audit logging for defined sensitive actions, and content-safety controls.
Controls in the Deployed System
- Session authentication and role-based access controls
- Additional authentication controls for privileged roles
- Application-layer organization scoping
- TLS for data in transit
- Audit logging for defined sensitive actions
- Prompt, evidence, and content-safety guards
Current Boundaries
- Approved for synthetic and demonstration data only
- Not approved for real employee data or PHI
- Not SOC 2 certified; no completed independent penetration test
- No database-level row-level security
- Exports include provenance metadata but are not a complete chain-of-custody system
- Provider terms and the actual routing path must be approved before real customer data is permitted
Founder & CEO
Kristina Treytl, MS
With over 25 years of HR experience across Fortune 100 companies and Unicorn startups, Kris initially focused on leadership development, employee engagement, and career programs, notably avoiding HRBPs. Later embracing the HRBP role, her background provided a unique strategic perspective and a no-nonsense approach. She found her passion in helping leaders and employees navigate company complexities to perform their best work.