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
No matter the company size, managers face the same challenge: they’re making critical people decisions without expert support. The gap just looks different depending on where you are.
Most companies under 200 employees don’t have a dedicated HRBP at all. HR, if it exists, is one generalist stretched across payroll, benefits, and compliance. Managers are navigating resignations, performance issues, team conflicts, and legal landmines with zero expert guidance, learning by trial and error at the company’s expense.
Even companies with strong HR teams can’t coach every manager. At 1:283 on average, with 21% of companies at 1:400+ (Gartner, 2025), HR leaders are forced to triage, prioritizing senior leadership while frontline and middle managers get no proactive support at all.
The Triage Problem
When one HRBP supports 283 employees, or 500+, as some benchmarks report, they can realistically coach perhaps 5–10 senior leaders. HRBP time naturally flows to senior and executive leadership, the people with the most organizational visibility and risk. That leaves frontline and middle managers on their own, engaging HR only reactively when a situation has already become a crisis. By then, the damage is done: a top performer has already accepted a competing offer, a termination was handled without documentation, or an offhand comment has become a hostile work environment claim.
This isn’t a failure of HR teams. It’s a structural capacity constraint. Even the best HRBPs can only be in so many places at once. The question isn’t whether your HR team is good enough, it’s how to extend their expertise to every manager who needs it.
(Gallup, 2024)
settlement
(EEOC; Hiscox)
key employee
(SHRM; Work Institute)
These aren’t HR failures. They’re the cost of managers making high-stakes decisions without expert guidance in the moment it matters.
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 every manager had instant access to HRBP-quality guidance? Not a chatbot. Not a policy lookup tool. A genuine HR partner that coaches them through difficult conversations, catches legal risks before they escalate, generates the documents they need, and gets smarter about their team over time.
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
Deep Knowledge Where It Matters Most
Lisa consults domain-expert specialists for areas requiring real-time data and deep expertise. Each specialist maintains its own knowledge base, delivering guidance that goes far beyond what a general-purpose AI can provide.
Legal, Compensation, and L&D specialists are live. Recruiting and Benefits will be activated as real-world usage data confirms they add value beyond Lisa’s core capabilities.
Intelligent Model Selection
Lisa automatically selects the best AI model for each conversation based on its complexity and risk level. Routine coaching questions get fast, efficient responses. High-stakes situations involving legal risk or sensitive topics are handled by the most capable models available, ensuring the right level of quality and care for every interaction, without any action required from the user.
Rigorously Tested and Continuously Validated
Lisa is backed by a purpose-built evaluation system, a rigorous testing infrastructure that continuously validates response quality through automated simulation, multi-model benchmarking, and structured scoring.
Every simulation generates a realistic HR scenario, assigns an AI-powered “manager agent” to role-play the situation, and scores Lisa’s responses against a structured 6-category rubric covering Risk & Compliance, Communication, Contextual Awareness, Insightful Discovery, Solution Quality, and Strategic Coaching. Adversarial testing validates that the scoring system genuinely differentiates good from bad HR advice, producing an 87.8-point score gap between competent and harmful guidance.
Beyond simulation-based evaluation, a separate compliance testing system runs 63 deterministic scenarios across 20 employment law categories, including protected leave, harassment, discrimination, retaliation, GINA, NLRA, FLSA, IRCA, PWFA, Equal Pay Act, WARN Act, constructive discharge, and state-specific leave laws, at a 100% pass rate. This includes false-positive checks ensuring that everyday language (“race against time,” “suspend the rollout,” “union of departments”) does not trigger unnecessary escalations.
11 adversarial personas, including “Liability Creator,” “Steamroller,” and “Conflict Avoider,” test Lisa’s ability to resist pressure, maintain boundaries, and provide safe guidance even when managers push back or try to shortcut the process.
13 HR categories, from Compensation & Pay Equity to Workplace Safety & Compliance, with consistent high performance across all major HR domains. Lisa doesn’t just excel in one area; she delivers reliable guidance across the full spectrum of manager needs.
Continuously Optimized Coaching Style
Lisa’s coaching approach is not static. It is continuously refined through structured A/B testing across multiple coaching styles. Each variant is evaluated against the same rigorous rubric, and the best-performing style is promoted to production based on data, not intuition. This means Lisa’s advice quality improves over time, and every change to her coaching behavior is validated before it reaches a single manager.
Two Audiences, One Mission
Lisa serves two distinct audiences with the same core value: giving every manager access to best-in-class HRBP support, regardless of company size or HR team capacity.
Expert HR guidance from day one
Lisa gives every manager the HR expertise they need, like having an experienced HRBP on the team before you’re ready to hire one. Your managers become better leaders faster, your people culture gets built right from the start, and you reduce the legal and compliance risks that come with growing quickly.
- Managers make better people decisions from day one
- Legal risks caught before they become costly problems
- Stronger people culture built during the growth stage
- Consistent, professional HR guidance across the org
Extend your team’s reach to every manager
Lisa amplifies your HR team by giving every manager, not just executives, proactive, HRBP-quality coaching. Fewer reactive escalations. Better-prepared managers coming to you with the right context. Your human HRBPs freed up for the strategic, high-touch work that truly requires a human.
- Fewer reactive escalations, managers coached proactively
- Every manager gets HRBP-quality support, not just senior leaders
- HR team data: trending topics, risk alerts, conversation analytics
- Your HRBPs focus on strategic work, not routine coaching
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.
Enterprise-Grade from Day One
Lisa implements enterprise-grade security across authentication, authorization, and content safety, including a comprehensive security audit with all identified vulnerabilities remediated.
Authentication & Access
- Session-based auth with httpOnly + sameSite cookies
- Admin approval required for new user registration
- Rate limiting on login, registration, and API endpoints
- Password policy enforcement (complexity + length)
- Security headers via Helmet (HSTS, X-Frame-Options, CSP)
Data Protection & Content Safety
- PII redaction across 11 data types, 3 sensitivity levels
- Organization-scoped data isolation at the database level
- Prompt injection scanning on document uploads (fail-closed)
- Full audit logging with admin access tracking
- Conversations are never used to train AI models
- Context-aware risk classification validated across 63 compliance scenarios
Production Infrastructure
- Optimized database with 20+ indexes for fast queries
- Graceful shutdown prevents data loss on restarts
- Auto-recovery detects and resolves orphaned records
- Connection pooling for concurrent user support
- Client-side caching reduces redundant API calls by 80%+
Compliance Readiness
- Legal discovery export with chain-of-custody support
- Audit trail: who accessed what, when, from where
- TLS encryption in transit; at-rest encryption via provider
- Multi-tenant architecture with role-based access control
- SOC 2 Type I certification on near-term roadmap
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.