The six services
Product brief

PolicyAI, an HR policy assistant for public sector organisations

PolicyAI answers staff and line-manager HR policy questions from the organisation's own published policy library and cites the source document behind every answer. Bear Consulting Services built it. PolicyAI is a prototype, with a working version documented in a March 2026 briefing; deployment is offered at a fixed fee and duration, agreed at scoping.

01

How PolicyAI works

  1. A member of staff or a line manager asks a question in ordinary words.
  2. PolicyAI finds the relevant material in the organisation's policy library.
  3. It answers from that material and names the document.

It handles the everyday policy questions that otherwise reach the HR inbox.

02

Components

Generation
Anthropic Claude Opus.
Hosting
Vercel.
Identity
Azure Active Directory single sign-on.
Retrieval
The organisation's own published HR policy library.
03

Three policy tiers

Bear Consulting groups policy into three tiers. Each has an approval gate before it is loaded.

Tier 1

General HR policy

Annual leave, expenses, family-friendly policies, general working arrangements.

Standard deployment
Tier 2

Operational HR procedure

Recruitment, performance management, line-manager procedures, contractual variations.

Service director sign-off
Tier 3

Sensitive policy domains

Disciplinary, grievance, capability, safeguarding-adjacent and restructure procedures. Restricted access and explicit handling rules.

Data protection impact assessment and service director approval

The gates are proposed; no data protection impact assessment has yet been completed.

04

Information governance

What happens to a question the policy library does not cover?

Questions that fall outside the policy library are flagged, not answered.

Does a citation mean the answer is correct?

A citation does not guarantee a correct answer. Staff are told to check the cited policy for any decision affecting an individual.

How is refusal behaviour checked?

Response quality and refusal behaviour have to be evaluated before production use.

What is logged, who sees it, and for how long?

Bear Consulting agrees logging, retention, access and records management with the organisation for each deployment. The policy library contains no personal data; sign-on identity and query logs fall under the logging, retention and access terms agreed for each deployment.

Is there a written risk assessment?

Bear Consulting wrote a risk assessment and a vendor data-handling assessment before any deployment conversation.

05

Status

Development status
A working version was documented in a March 2026 briefing. PolicyAI remains a prototype. Production deployment requires evaluation of response quality and refusal behaviour, and agreement on identity, security, information governance and support.
06

Deployment as a service

Shape
Fixed fee and duration, agreed at scoping.
Included
The policy domains agreed at the outset, their deployment work and any curation named in the agreement.
Excluded
Policy domains added later, and curation the agreement does not name.
Quotation
A written quotation after the first call sets out scope, fees and operating responsibilities.
Data and rights
The agreement sets out policy ownership, query-log handling and deployment rights.

PolicyAI is one of six services. The other five are on the services page.

The five Unit4 case studies show the method in use.

Related reading: what configuration debt looks like in a mature Unit4 system.