AINNA NEURALOPS HR

Enterprise HR Capability. Built for SME Economics.

Build sustainable, AI-assisted HR operations that automate repetitive work, detect exceptions and give management the information that actually requires attention.

๐Ÿ‘ฅ
Employees
Self-service portal & mobile access
โš™๏ธ
HR System
Centralised database & business rules
๐Ÿ”„
Automation
Deterministic workflows execute routine tasks
๐Ÿค–
AI Monitoring
Anomalies, patterns & risks detected
โšก
Exceptions
Items requiring human attention surface
๐Ÿง‘โ€๐Ÿ’ผ
Human Decision
Management retains authority
The Problem

Your HR Software Isn't the Problem.
Fragmentation Is.

SMEs rely on multiple disconnected tools. Humans become the integration layer between systems that don't talk to each other.

๐Ÿ“Š Excel
+
๐Ÿ’ฌ WhatsApp
+
๐Ÿ• Attendance App
+
๐Ÿ’ฐ Payroll Software
+
๐Ÿ“ Google Drive
+
โœ๏ธ Manual Approval
โš ๏ธ Duplicate data entry across systems
โš ๏ธ Payroll checking delays
โš ๏ธ Inconsistent employee information
โš ๏ธ Slow approval workflows
โš ๏ธ Repetitive administrative work
โš ๏ธ Human errors in transcription
โš ๏ธ Management reporting delays
โš ๏ธ Dependency on specific employees

Disconnected tools become one integrated NeuralOps infrastructure.

Architecture Philosophy

Intelligence Only Where Intelligence Is Required.

Not every HR transaction needs AI. NeuralOps always chooses the simplest, most stable and economical system capable of performing each task.

Step 01
๐Ÿ—„๏ธ
Database
Store & retrieve data directly
Step 02
๐Ÿ“‹
Business Rules
Apply deterministic logic
Step 03
๐Ÿ”„
Automation
Execute repetitive workflows
Step 04
๐Ÿค–
Specialised AI
Analyse patterns & anomalies
Step 05
๐Ÿง‘โ€๐Ÿ’ผ
Human
Decide & approve
๐Ÿ“Š
Leave Balance
Database lookup
โฑ๏ธ
OT Calculation
Rules engine
๐Ÿ’ฐ
Payroll
Deterministic payroll engine
๐Ÿงพ
Receipt Extraction
Document AI
๐Ÿ”
Payroll Anomaly
Specialised AI agent
๐Ÿง 
Management Question
Advanced AI reasoning

Interactive Demo

See NeuralOps HR From Every Role.

Select a role to experience the tailored dashboard. Normal activity disappears. Exceptions surface.

Employee Self-Service Portal

Status
Clocked In
08:55 AM
Leave Balance
14
days remaining
OT This Month
12h
RM680 earned
Claims Pending
1
RM180 submitted
Next Payslip
28
Aug 2026
Training
2
courses assigned

Quick Actions

Manager Dashboard

Normal activity disappears. Exceptions surface.

Requires Attention

3 Leave RequestsPENDING
2 Attendance AnomaliesREVIEW
1 Excessive OvertimeREVIEW
2 Claims Requiring ApprovalACTION

HR / Admin Dashboard

Payroll Status
Generated
Aug 2026 cycle
Employees Processed
250
All branches
Anomalies Detected
7
3 auto-explained
Requires Verification
3
HR review needed

Action Items

Ahmad โ€” OT +340% above averageREVIEW
Branch B โ€” attendance pattern irregularINVESTIGATE
3 salary adjustments pending approvalAPPROVE

Management Intelligence

Workforce
246
employees
Present Today
231
93.9% attendance
On Leave
8
2 approvals pending
Exceptions
7
3 require action
Monthly Payroll
RM618K
+4.2%
Overtime
RM38.6K
+17%
3 Pending DecisionsYOUR ACTION

Super Admin โ€” System Configuration

Organisation
Config
company & branches
Payroll Rules
Config
OT, allowance, EPF
Permissions
RBAC + SBAC
roles & scopes
AI Access
Limited
controlled permissions
Audit Logs
Active
full traceability
Workflows
Config
approval chains

Management Intelligence

Ask AINNA.

Conversational management intelligence. Ask about your workforce in natural language.

N
AINNA HR Intelligence
Online

Good morning. I've prepared today's HR briefing. What would you like to know?

Core Principle

Stop Monitoring Everything.
Manage the Exceptions.

Don't use humans to monitor what the system can monitor itself.

1
250 Attendance Records collected automatically
SYSTEM
2
System validates all records against business rules
RULES
3
238 records match expected patterns
NO ACTION
4
12 exceptions identified by deterministic engine
EXCEPTIONS
5
Rules engine automatically resolves 7 exceptions
AUTO-RESOLVED
6
AI analyses remaining 5 for pattern risk
AI REVIEW
7
Manager receives 5 items requiring attention
5 ITEMS
Traditional HR
Human checks 250 records manually.
Reads through each attendance entry.
Compares against schedule by hand.
Identifies anomalies through visual scanning.
Contacts managers for clarification.
High workload. High error risk.
NeuralOps HR
System validates all 250 records automatically.
Rules engine handles routine exceptions.
AI analyses remaining anomalies.
Manager reviews only 5 relevant items.
Decisions made with full context.
Low workload. High accuracy.

HR Operations

Complete HR Module Suite.

Every module follows the NeuralOps architecture: deterministic calculation, automation, AI monitoring and human approval.

๐Ÿ“‹
Employee Digital Record
Single source of truth for all employee information. Connected to employment, salary, attendance, leave and documents.
Central DB โ†’ All Modules
๐Ÿ•
Attendance NeuralOps
Record, validate, compare and detect exceptions. All calculations performed deterministically.
Record โ†’ Validate โ†’ Detect
๐Ÿ–๏ธ
Leave Automation
Request, rules validation, approval routing, balance deduction and payroll integration. Fully automated.
Request โ†’ Rules โ†’ Approve
๐Ÿ’ฐ
Payroll NeuralOps
Calculation, validation, anomaly detection, explanation and approval. Deterministic engine โ€” never uses LLM for calculation.
Calculate โ†’ Validate โ†’ Approve
๐Ÿงพ
Claims NeuralOps
Receipt capture, Document AI extraction, rules verification and exception workflow. Human approval on all claims.
Receipt โ†’ AI Extract โ†’ Approve
๐Ÿ“
Recruitment NeuralOps
Application tracking, CV parsing, candidate profiling, AI summary and human shortlisting.
Apply โ†’ Parse โ†’ Shortlist
๐Ÿš€
Automated Onboarding
Candidate to employee record creation, account provisioning, document generation, equipment assignment and training enrolment.
Hire โ†’ Provision โ†’ Train
๐Ÿ“
Document Intelligence
Contracts, policies, payslips, certificates and employee records with permission-aware search and retrieval.
Store โ†’ Index โ†’ Search
Payroll Intelligence

The Payroll Engine Calculates.
AI Analyses. Human Approves.

AI is never the payroll calculation engine. It monitors results for anomalies that require verification.

โš ๏ธ PAYROLL ANOMALY ALERT
Employee Ahmad Faisal
Department Warehouse
Normal OT Average RM420
Current OT RM1,850
Variance +340%
AINNA Analysis: OT significantly exceeds the employee's historical range. Verification recommended before payroll approval. Possible causes: project deadline, shift coverage gap, or data error.

AI Architecture

Specialised Agents. Not One Giant AI.

The NeuralOps Smart Router decides which system handles each request. Not every transaction needs an LLM.

Smart
Router
๐Ÿ‘ค
Employee
HR Agent
๐Ÿ•
Attendance
Agent
๐Ÿ’ฐ
Payroll
Agent
๐Ÿงพ
Claims
Agent
๐Ÿ“
Recruitment
Agent
๐Ÿ“
Document
Agent
๐Ÿง‘โ€๐Ÿ’ผ
Manager
Agent
๐Ÿง 
Management
Intelligence
Governance

Human-in-the-Loop.

Critical decisions always require human authority. AI recommends. Humans decide. The system executes.

๐Ÿ”
Detect
System identifies anomaly
โ†’
๐Ÿค–
Analyse
AI evaluates context
โ†’
๐Ÿ’ก
Recommend
Suggested action presented
โ†’
๐Ÿง‘โ€๐Ÿ’ผ
Human Verify
Person reviews context
โ†’
โœ…
Human Approve
Final authority exercised
โ†’
โš™๏ธ
System Execute
Action applied deterministically
Hiring
Salary Adjustment
Payroll Approval
Disciplinary Action
Promotion
Termination

Executive Analytics

Workforce Intelligence.

Business intelligence, not operational clutter. Management sees what matters.

Workforce Dashboard
AUG 2026
Workforce
Headcount246
New Hires+3
Resignations-1
Turnover Rate2.8%
Payroll
Payroll CostRM618K
OvertimeRM38.6K
CommissionRM42.1K
AllowanceRM62.4K
Attendance
Attendance Rate93.9%
Absenteeism3.2%
Late Trendsโ–ผ 12%
Claims
Claim ExpenditureRM24.8K
Unusual Spending2 flagged
Intelligence
7 anomalies detectedMONITOR
Overtime trend increasingTREND
3 contracts expiring in 90 daysRISK
Branch B requires management attentionACTION
Cost Intelligence

See the True Workforce Cost.

Salary is only the beginning. NeuralOps reveals the complete cost of your workforce across every dimension.

RM618,420
Salary
+
RM38,600
Overtime
+
RM42,100
Commission
+
RM62,400
Allowance
+
RM24,800
Claims
+
RM52,600
Benefits
=
RM838,920

SME Growth Path

Scale Employees. Not Administrative Overhead.

The NeuralOps architecture scales without redesigning the system. Add employees, not HR staff.

Micro SME
5โ€“20
Owner/Admin + System
Small SME
20โ€“50
Admin + NeuralOps
Growing SME
50โ€“150
Small HR Team + AI Agents
Large SME
150โ€“500
Structured HR + Automation
Multi-Branch
500+
Central HR + Branch Managers + NeuralOps
Operational Leverage

Scale Employees.
Not Administrative Overhead.

Traditional Model
๐Ÿ“ˆ More Employees
โ†“
๐Ÿ“Š More Transactions
โ†“
โœ๏ธ More Administrative Work
โ†“
๐Ÿ‘ฅ More HR Staff Required
โ†“
๐Ÿ’ธ Higher Cost
NeuralOps Model
๐Ÿ“ˆ More Employees
โ†“
โš™๏ธ More System Transactions
โ†“
๐Ÿ”„ Automation Handles Normal Work
โ†“
๐Ÿค– AI Handles Analysis
โ†“
๐Ÿง‘โ€๐Ÿ’ผ Humans Handle Exceptions

Sustainable Architecture

Not Every Transaction Needs an LLM.

NeuralOps routes transactions to the simplest system capable of handling them. Reducing unnecessary compute, AI cost and energy usage.

Database / Deterministic
70%
70,000
Rules / Automation
20%
20,000
Lightweight AI
8%
8,000
Advanced AI Reasoning
2%
2,000

Out of 100,000 HR Transactions per cycle

Daily Operations

Daily AI HR Brief.

Every morning, management receives a concise operational summary with items requiring attention.

AINNA Daily Brief
17 AUG 2026
246
Employees
231
Present
8
Leave
7
Exceptions
Requires Attention
2 unexplained absences
1 unusual attendance location
3 leave approvals pending
Warehouse OT above threshold
Management Approval
1 salary adjustment

System Architecture

Product Architecture.

A clean, layered architecture where every component serves a specific purpose.

Employees
โ†“
Self-Service Portal
Mobile Access
โ†“
Permission Layer (RBAC + SBAC)
โ†“
NeuralOps Core Engine
โ†“
Business Rules
Automation
AI Agents
โ†“
Attendance
Leave
Payroll
Claims
Recruitment
โ†“
Central Database (MySQL)
โ†“
Exception Detection
โ†“
Manager
HR
Management
โ†“
Human Decision
Enterprise Controls

Security & Governance.

Enterprise-grade controls without enterprise complexity. Every access point is validated, logged and governed.

๐Ÿ”
Role-Based Access
RBAC + Scope-Based Access Control. Users only see what their role permits.
๐Ÿข
Organisational Scope
Branch, department and team-level data segregation. No cross-tenant leakage.
๐Ÿ›ก๏ธ
Permission Layers
Server-side validation on every operation. Frontend only hides UI elements.
๐Ÿ“‹
Audit Trails
Who, what, before/after, when, IP and user agent logged for all important actions.
๐Ÿค–
Limited AI Permissions
AI agents access data through narrow, controlled PHP services only. No raw queries.
๐Ÿง‘โ€๐Ÿ’ผ
Human Approval
Sensitive actions โ€” hiring, salary, termination โ€” always require explicit human approval.
๐Ÿ”’
Data Segregation
Multi-tenant isolation enforced at service layer and query level on every table.
โš™๏ธ
Workflow Governance
Configurable approval chains. Every workflow follows defined business rules.

Business Outcomes

Measurable Operational Impact.

Not feature counts. Operational measures that matter to business decision makers.

How much manual work can be removed?
Deterministic engines handle routine transactions. Payroll calculations, attendance validation, leave processing and claim verification run automatically.
How many errors can be identified before becoming problems?
AI monitors results for anomalies. Payroll variances, attendance patterns and claim irregularities are flagged before approval โ€” not after.
How many employees can each HR personnel support?
Automation handles routine queries and processing. HR focuses on exceptions and strategic work rather than data entry and verification.
How quickly does management receive information?
Daily AI briefs, real-time dashboards and exception alerts replace weekly report compilation and manual status updates.
How much repetitive checking can machines perform?
System validates every attendance record, every leave application, every payroll line item and every claim against business rules โ€” consistently.
How efficiently can HR operations scale?
More employees generate more system transactions, not more administrative work. Automation absorbs volume. Humans handle complexity.
Get Started

Build Enterprise-Grade HR
Without Enterprise-Grade Cost.

NeuralOps gives SMEs the infrastructure to automate routine HR operations, monitor exceptions and keep critical decisions under human control.

๐Ÿ“… Book a 15-min Call
8 HR Modules
500 Max Employees
24 /7 AI Monitoring
0 Vendor Lock-in
Try It Now

Experience NeuralOps HR.

Interactive previews of the core capabilities. No signup required.

๐Ÿ’ฌ Talk to Us
AINNA
CLICK ME
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