HR & Staff Onboarding

Domain-Specific AI for HR & Onboarding

Unlocking Your Business Intelligence without Risking IP

Traditional AI models lack the domain-specific knowledge needed for onboarding new employees and managing corporate data.

Domain-Specific, Tailored, Intelligence

In the age of AI, every question a new hire asks is one a previous new hire already asked. Without a sovereign knowledge layer that remembers, your HR team repeats themselves and your new hires wait. Boudica Torc changes that.

Boudica: Own Your Own Intelligence.

Boudica Key Value Propositions

Zero Data Leakage

No employee records, sensitive HR matters, or onboarding history ever leaves your network.

Domain Expertise

Trained on your employee handbook, internal policies, and the actual questions your hires have asked.

Auditability

Every HR-facing AI interaction logged for review, learning, and compliance.

Cost Predictability

No per-token API fees. Run unlimited onboarding queries and policy lookups for a fixed monthly fee.

Use Cases

Semantic Conversation Memory: New Hires Skip the Repeat Loop

Instant Self-Service: New starters get immediate answers to common onboarding questions without bothering team members. The system recognises similar questions across users and shares what worked last time to aid learning.

Past Q&A as an HR Asset: HR sees how similar queries were resolved in the past to help the team's answers evolve with experience rather than being reinvented every time.

Collaboration: Within Torc, users can open a shared Chat with others so everyone can query the AI and talk to colleagues. This means a single space can be used for collaborative learning for multiple new hires as well as for line managers & HR staff.

Torc Private Projects: Sensitive Matters Stay Sensitive

Client-side IndexedDB workspaces for HR matters that should never enter the shared memory pool. Performance discussions, investigations, and sensitive coaching conversations stay isolated to the local browser with no leakage to other users.

Document Grounding:

Company Docs as Source of Truth

Policy-Aligned Answers with Citations: Every response cites the handbook section it came from. New hires can verify and read deeper, HR can defend the answer.

Always-Current Documentation: When HR updates a policy, the new version goes into the corpus. All answers update accordingly without maintaining a parallel FAQ.

Errors Reduced by Source Grounding: Responses are based on official company text, not someone's recollection. No drift, no contradictory advice, no outdated guidance.

How OmniIndex Uses This In-House

A new starter joins on Monday. Over their first two weeks they ask 30+ questions about benefits, policies, equipment, processes, and how things work. Boudica Torc answers each one from the employee handbook and the answers HR has given previous starters, with citations. The manager doesn't have to babysit, however both them and HR are able to check what is being asked and how well the employee is progressing through the Admin Dashboard as well as the audit trail.

An engineer moves to a product role. Their past conversations about engineering workflows become accessible to the next engineer through Collaborative Memory so no information or history is lost.

A manager runs a sensitive performance conversation through a Torc Private Project. Notes, prompts, and drafts stay in the local browser, never entering the shared memory pool and clear when the manager closes the tab for confidentiality. All while staying within the controlled, domain-specific, corporate environment for governance and secure auditing.