Challenge
Generic bots give wrong policy answers.
Agnotic approach
We ground assistants in your real policies and HRIS so answers are accurate and cite sources.

We build AI assistants and chatbots for HR — grounded in your policies, HRIS, and knowledge base — that handle employee self-service, support recruitment, answer policy questions, and automate onboarding, so HR teams spend time on people, not repetitive queries.
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HR fields the same questions endlessly — leave balances, policy details, benefits, onboarding steps — alongside recruitment and employee-experience work. AI assistants grounded in your policies and HRIS deflect that repetitive load: answering employees accurately, guiding onboarding, and supporting recruiters, so HR teams focus on the human work that matters.
The hard part is accuracy and employee-data privacy. Wrong policy answers erode trust and employee data is sensitive. We build assistants grounded in your real policy and HRIS data via retrieval, with PII-conscious design, scoped actions, and human handoff — so they're genuinely helpful while protecting employees.
See how we ground HR assistants — retrieval over policies and HRIS data, PII-conscious, with scoped actions and handoff.

Common failure modes
Challenge
Generic bots give wrong policy answers.
Agnotic approach
We ground assistants in your real policies and HRIS so answers are accurate and cite sources.
Challenge
Employee data is sensitive.
Agnotic approach
PII-conscious design with least-privilege access and on-prem/VPC deployment.
Challenge
Complex cases need a human.
Agnotic approach
Clean handoff to HR with context preserved for anything sensitive.
Challenge
Answers get stale as policy changes.
Agnotic approach
Retrieval over the current policy source so answers stay up to date.
The assistant types we build for HR teams and employees.
Answer leave, benefits, and policy questions from real HR data.
Support screening, scheduling, and candidate Q&A.
Grounded answers from your policy and knowledge base.
Guide new hires through onboarding steps and tasks.
Where it runs
Deflect routine HR questions accurately.
Grounded answers on policies and benefits.
Walk new hires through onboarding.
Screening, scheduling, and candidate Q&A.
Support managers on HR processes.
Answer from internal HR know-how.
HR AI fails on wrong answers and data privacy. We ground it and protect employee data.
Standards we build against
Grounding on policy, employee-data privacy, and handoff treated as the real work.
We define the intents, the policy and HRIS data to ground on, and privacy needs.
Retrieval over policy and HRIS data with PII-conscious, secure design.
Guardrails, handoff, and evaluation against real employee scenarios.
Rollout with audit logging, monitoring, and a feedback loop.
Assistants that help employees while protecting their data.
PII-conscious design with least-privilege access to employee data.
Fluent in HRIS, policy, and HR workflows.
Retrieval over real policy and HR data.
Clean escalation for sensitive cases.
Tell us your top HR intents and systems. We will return a grounded, PII-safe HR AI assistant plan scoped to pilot.
contact@agnotic.com
Partnerships
contact@agnotic.com