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Vera AI
Workforce Intelligence Agent

Natural language.
Workforce answers.
Zero dashboards.

Shift coverage, compliance status, and labor cost variance — available on demand through conversational queries scoped by role.

22–40% scheduling accuracy 14–28% overtime drift reduction 6 domain AI agents
Request Executive Briefing Calculate Your ROI
Vera AI Operations

Show me understaffed shifts for line 4 this week.

Just now
Checking scheduling data 1 step
Lines 4, 7, and 12 require coverage for night shift. Line 4 carries the highest operational risk this week.
  • Zone-B certification gap — 3 operators needed, 1 available
  • Predictive absence risk +40% on Thursday
  • Two unconfirmed assignments starting Wednesday
Vera Operations Agent · GPT-4o
1.2k tokens ·
18%
22–40%
Scheduling Accuracy Improvement

Coverage gaps surface before shift start. Reactive staffing decisions are replaced by predictive queue management.

14–28%
Overtime Drift Reduction

Early warning indicators surface budget exposure before overtime accumulates across departments.

8–19%
Compliance Exposure Reduction

Working Time Directive and food safety compliance status queryable without separate audit tool access.

Domain Agents

Six agents.
One intelligence layer.

Each agent is scoped to a stakeholder group and a dedicated MCP server. Answers are bounded by user role, API access, and explicit write permissions. No cross-domain data leakage by design.

Vera Operations Agent Operations
McpServer.Operations · Full Write
"Which lines are understaffed for night shift this week?"
Lines 4 and 7 require coverage. Zone-B certification gap on line 4 — highest exposure by Thursday.
Show overtime by line › Zone-B availability ›
Real-time shift coverage visibility
Overtime accumulation by team
Unconfirmed assignment alerts
Vera HR Agent HR
McpServer.HumanResources · Full Write
"Flag employees with absenteeism above 8% this quarter."
14 employees flagged. 3 in production correlate with turnover risk indicators — predictive queue updated.
Show turnover risk queue › Leave balance status ›
Absenteeism pattern detection
Leave balance and request status
Turnover probability scoring
Vera Finance Agent Finance
McpServer.Finance · Limited Write
"What’s our overtime cost variance this month by department?"
€134,200 actual vs. €98,400 budget — +36.4% variance. Production and Maintenance drive 74% of the overspend.
Break down by production line › Flag payroll exposure ›
Labor cost by period and department
Budget vs. actual staffing cost
Payroll exposure flagging
Vera Executive Agent Executive
McpServer.Executive · Read-Only
"Give me a workforce performance overview across all facilities for Q1."
Labor cost variance averaged +14.3% above budget. Lódź +22.7%, Rotterdam +18.1%. Scheduling accuracy 67.4% vs. 80% target. Agency spend rose to 24% of total labor.
Facility-by-facility breakdown › Generate Q1 executive report ›
Multi-facility performance summaries
Executive report generation
Strategic workforce exposure analysis
Vera Compliance Agent Compliance
McpServer.Compliance · Flags Only
"What compliance risks require attention before the Q2 audit?"
47 food safety certifications expire Apr 15–Jun 30. Warsaw access groups unreviewed 214 days — beyond 180-day cycle. Two facilities flagged for Working Time Directive exposure.
View expiring certifications › Warsaw access group review ›
EU Working Time Directive monitoring
Food safety certification tracking
GDPR audit trail access
Vera Employee Agent Employee
McpServer.Employee · Self-Service Only
"Show me my upcoming shifts and remaining leave balance."
Next 7 days: 4 confirmed shifts (Mon–Wed day, Fri evening). Annual leave: 12.5 days remaining. Pending shift swap from March 18 under manager review.
Submit leave request › View attendance history ›
Personal schedule and leave visibility
Shift swap and self-service requests
Mobile clock-in confirmation
Architecture

How a Vera query resolves

Every query follows a structured path. The AI Agent never has direct data access — the Hexavera API enforces RBAC and user scope at every step.

01
Natural language query

"Show me understaffed shifts for line 4."

02
AI Agent routes to MCP tool

get_shift_coverage_gaps — Operations MCP server

03
API enforces RBAC & scope

Only data the user is permitted to see is returned.

Answer in plain language

Actionable context, no dashboard required.

Operations
Shifts, Coverage & Attendance

Staffing coverage, access control events, shift assignments, and real-time production line status.

Human Resources
Workforce & People Data

Absence patterns, leave balances, turnover indicators, certification status, and workforce planning inputs.

Finance
Labor Cost & Budget Variance

Overtime spend by department, payroll exposure, and budget vs. actual variance reporting.

Executive
Multi-Facility Performance

Cross-site labor variance, scheduling accuracy benchmarks, and board-ready workforce reports. Read-only by design.

Compliance
Risk & Certification Status

EU Working Time Directive monitoring, food safety certification expiry, and GDPR audit trail access.

Employee
Self-Service & Personal Data

Personal schedules, leave balances, shift swap requests, and mobile attendance confirmation.

Live Conversations

Vera in context

Natural language workforce intelligence across Operations, Finance, and HR — each agent scoped to its stakeholder group and MCP server.

Vera AI Executive

Which production lines are at risk of understaffing next week, and what’s the aggregate coverage picture?

Just now
Querying 7-day staffing forecast across all facilities 8 steps
Based on the 7-day staffing forecast, here are the production lines at risk of understaffing next week.

7-Day Staffing Coverage Forecast

4 lines Below 90% coverage threshold
64% Breda Line 3 — Wed afternoon
71% Poznań Line 1 — Thursday
  • Breda Line 3 (dairy packaging) — 9 workers scheduled, 14 required. Same line that caused a 4-hour stoppage on February 27.
  • Poznań Line 1 (chilled processing) — 7 overlapping pre-approved leave requests on Thursday.
  • All other lines remain above 85% coverage threshold.
Agency pool mobilization lead time at Breda is approximately 2.5 hours. Action before Monday eliminates reactive risk on Wednesday.
Vera Executive Agent · GPT-4o
9.3k tokens ·
31%
Vera AI Finance

What’s our overtime cost variance this month, and which departments are driving it?

Just now
Querying March labor cost ledger and overtime variance data 7 steps
March 2026 overtime cost variance by department — detailed breakdown.

March 2026 — Overtime Cost Variance

€134,200 Overtime actual to date
+36.4% vs. €98,400 budget
+€35,800 Unbudgeted overtime exposure
€61,300 Agency spend (97% utilization)
  • Production — €19,400 over budget (structural: 11 unfilled headcount positions since February)
  • Maintenance — €7,200 over budget (event-driven: emergency pump failures, 112 unplanned hours at Breda)
  • Packaging — €1,900 over threshold, currently below critical level
At current trajectory, total labor cost for March will close at approximately €1.41M — a +11.2% variance against the monthly plan.
Vera Finance Agent · GPT-4o
7.2k tokens ·
24%
Vera AI HR

Are we ready for the summer peak? I need to know about certifications, contracts, and seasonal hiring gaps.

Just now
Analyzing certification expiry, contracts, and seasonal headcount gaps 11 steps
Summer readiness assessment across 4 facilities — certifications, contracts, and seasonal hiring gaps.

Summer Peak Readiness — 3 Material Risks

47 Food safety certs expiring Apr 15–Jun 30
34 Fixed-term contracts expiring before Jul 1
25 workers Seasonal headcount gap vs. last year’s peak
  • 19 of the 47 expiring certifications cover mandatory-certified equipment. Renewal decisions needed within 3 weeks.
  • 34 fixed-term contracts expire before July 1 (28 production, 6 agency). Renewal decisions required before peak ramp onboarding begins.
  • Current approved seasonal headcount: 87 workers. Last year’s peak required 112 for equivalent production volumes.
A 25-worker seasonal headcount gap creates structural risk before recruitment has begun. Highest-priority action item before May.
Vera HR Agent · GPT-4o
10.8k tokens ·
36%

Operational Relevance by Role

Six purpose-built agents deliver workforce data to every level of the organization. Each stakeholder receives answers scoped to their domain — nothing more, nothing less.

CEO

Workforce data on demand reduces time from question to operational decision across all facilities without manual reporting cycles.

CFO

Labor cost variance and overtime spend queryable by period and department without data extraction or manual aggregation.

COO

Shift coverage gaps and production line staffing status visible through natural language. No dashboard training required.

CIO / CTO

MCP architecture provides structured, auditable AI tooling. The API enforces data governance and RBAC at the infrastructure layer.

CHRO

Absenteeism patterns, turnover risk indicators, certification expiry, and seasonal readiness surface through conversational queries.

Plant Manager

Real-time shift coverage, certification gaps, and line-level understaffing risk available without dashboard navigation or ticket escalation.

Compliance Officer

Working Time Directive status, food safety certification expiry, access group review cycles, and GDPR audit trail — all queryable in plain language.

Employee

Personal schedules, leave balances, and shift swap requests handled through self-service without HR queue wait times.

Executive Briefing

Request a Vera Demonstration

Natural language workforce queries reduce the time between operational question and data-driven decision. Live demonstration against scenarios from your operational environment.

  • Live query demonstration against scenarios from your operational environment
  • Role-specific walk-through for your Operations, HR, and Finance stakeholders
  • ROI estimate based on your headcount and labor cost profile
ISO 27001 CertifiedGDPR CompliantEnterprise Ready

Book a 30-minute session

  • No commitment or pre-qualification required
  • Scenario prepared for your industry vertical
  • Senior workforce technology specialist assigned
Request Executive BriefingCalculate Your ROI
No commitment requiredSenior specialist assignedAligned to your industry

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