HAQQ Labor AI | Powered by Caesar

A ministry of labour and social protection beside a vocational training campus and a public service centre in a desert city at sunrise, avenues traced in thin gold lines of light.

HAQQ Labor AI · Powered by Caesar

Caesar helps labor and social protection teams prepare cases and explain procedures. Compare submissions with current requirements, identify missing information and draft clarification requests, with officials retaining eligibility and benefits decisions.

Talk to HAQQ Explore the workflows

A complex process should not leave people guessing.

A case can involve changing rules, incomplete records and several offices. Bring the facts and the approved guidance together so staff can explain the next step clearly.

For labor ministries, social protection agencies, pension administrators and employer service teams.

Workflows to build with Caesar. Sources, integrations and review steps are scoped for your deployment.

Prepare case files

Compare submitted records with the selected requirements and identify what is still missing.

Support service explanations

Draft clear responses from approved guidance for staff to review before sending.

Connect policy changes to procedures

Identify the documents and service instructions that need review when a policy changes.

The architecture

Sovereignty means owning every layer.

Caesar is the whole architecture. Optimized for government deployment, it wraps every layer of the chain in sovereignty, from the energy and hardware it runs on to your data, its intelligence and the applications your people use.

Illustrative workflow

“Prepare this application for review. List the documents provided, the missing information and the questions we need to resolve.”

Illustrative workflow, not a live system response. The result depends on the connected sources and agreed configuration.

Applications

For labour ministries, social security and pension agencies, employers and vocational training providers.

HAQQ Labor AIHAQQ appHAQQ web workspaceYour own interfaces and systems

This requestAsked in the HAQQ web workspace. Only the inspection team can open this employer file.

SovereignYour people work in HAQQ’s apps or your own, under your access rules.

Data

Statutes, regulations, matter history and guidance, structured for the engine.

Labor ontologyStatutesRegulationsMatter historyGuidance

This requestAuthorized application records, current service requirements and approved case-handling guidance.

SovereignYour data never reaches the frontier models.

Intelligence

Checks, reasons and governs every request.

Pre-generation checksAnonymizationAgentic loopGovernance

Model routing

Frontier-routedOpen-weight and self-hosted

Model examples. Enabled integrations and API credential options are defined for your deployment.

This requestCaesar resolves the context, selects the tools and applies the permitted model policy before generation begins. Routed to an open-weight model, self-hosted.

SovereignCaesar routes each task to the models you approve, and you can bring your own API key.

Hardware

Where data and compute sit.

HAQQ CloudOn-premise

This requestOn-premise.

SovereignCaesar runs in HAQQ Cloud or on your own infrastructure.

Energy

The power behind every deployment.

SovereignYour deployment runs on the power of the site you choose.

What the workflow should deliver

A structured application summary
Missing information linked to the selected requirements
A draft clarification request for the case officer

Authorized application recordsCurrent service requirementsApproved case-handling guidance

Authorized case officers make eligibility, benefit and enforcement decisions.

Map the relationships that matter.

Map cases, applicants, submissions, procedures and effective dates. Keep case permissions and the distinction between a stated fact and verified evidence explicit.

What we map

CasesApplicantsSubmissionsProceduresEvidenceEffective dates

Where we work