Dubai
Investment, clients and commercial gateway.
How it is produced
Built by three Omni companies.
OmniHumanLoop is a flagship solution built by OmniEducation, OmniAI and OmniGig. OmniEducation trains, OmniAI governs the intelligence layer, and OmniGig deploys and pays the workforce.
Training and assessment
OmniEducation
- Omni AI Made Simple
- OmniHumanLoop Academy
- HITL Task Laboratory
- Calibration and certification
- Learning-to-paid-work pathway
AI intelligence, evaluation and governance
OmniAI
- Human-in-the-Loop operations
- Model and AI-agent evaluation
- Hallucination and factuality checking
- Responsible AI oversight
- Human authorisation and exception handling
Workforce deployment and production management
OmniGig
- Certified AI operators
- Human-assurance task deployment
- Reviewer and adjudicator workflows
- Quality, escalation and audit controls
- Global distributed AI workforce
The problem
AI is being deployed faster than human assurance.
Organisations still need people who can catch factual errors, privacy risk, unauthorised actions, missing disclosures, unfair treatment, brand drift, language mismatch and high-risk decisions.
Hallucinations and factual errors
Privacy and security risks
Incorrect or unauthorised actions
Missing mandatory disclosures
Customer fairness and emotional context
Brand and tone inconsistency
Language and cultural misalignment
AI-agent exceptions
High-risk decisions requiring human approval
The solution
From no AI knowledge to controlled production work.
OmniHumanLoop recruits, trains, tests, certifies and deploys people to audit, verify, correct, authorise and humanise AI systems and AI-powered business processes.
9 stages · attract to improve
- Attract
- Assess
- Learn
- Specialise
- Calibrate
- Certify
- Incubate
- Deploy
- Improve
The offering
One name. Six operating layers.
These names are used across learning, laboratory, certification and production.
OmniHumanLoop Academy
The AI Made Simple and Human-in-the-Loop learning programme — 16 compulsory core modules plus specialist pathways.
OmniHumanLoop Task Laboratory
The 200-task practical assessment environment across eight work lanes, with gold-standard scoring and protected reviewer data.
OmniHumanLoop Certified
Lane-based learner certification that specifies permitted service, level, sector, country, language, risk and authority limits.
OmniHumanLoop Workforce
Certified and deployable human operators for AI evaluation, verification, correction and authorisation work.
OmniHumanLoop Operations
The managed AI BPO service for organisations that need quality-assured Human-in-the-Loop production.
OmniHumanLoop Connect
Client workflow and API integration so human assurance can sit inside live AI systems.
Academy
Sixteen core modules, then a specialist pathway.
The core is compulsory. Completing it does not certify a learner for every service. Each specialist path needs lane tasks, 95% accuracy, 100% critical-control performance, calibration, shadow production and client approval before live work.
Core gate
Knowledge pass at 80%
Critical controls
Privacy, security, consent & safety at 100%
Specialist gate
95% accuracy · calibration · shadow production
Stage 01
Core certificate
16 compulsory modules
AI foundations and history
Using AI in daily life and work
Prompt engineering
Large language models
Data and data structures
Human-in-the-Loop functions
Responsible AI
Privacy, security and consent
AI output auditing
Fact and evidence verification
Data validation
AI safety and escalation
AI agents
Human context and emotional alignment
Call and sales verification
Production operations and quality assurance
Stage 02
Specialist pathways
9 paths after the core
AI Factuality, Hallucination and Response Evaluation
Prompt Ranking and Human Preference Evaluation
Customer-Service AI and Agent Evaluation
Data, Product and Document Classification
Multimodal Image, Audio and Video Validation
Language, Localisation and Cultural Evaluation
AI Safety, Red Teaming, Bias and Fairness
AI-Generated Code Review
Regulated AI and Human Authorisation
Task Laboratory
Two hundred tasks across eight work lanes.
Learners prove production competence here before they are certified for a permitted service, level, language, country and risk limit.
Assessment environment
Work lanes
8 lanes · 200 practical tasks
AI Output Auditing
Fact and Evidence Verification
Data Validation
Human Authorisation
AI Editing and Accessibility
Design and Brand Alignment
Voice, Call and Sales Verification
AI Agent Exception Handling
Production output
Client services
What certified operators deliver
AI-response factuality checks
Hallucination identification
Prompt-and-response ranking
Customer-service agent evaluation
Product and document classification
Image, audio and video validation
Brand and tone alignment
Call-quality assessment
Mandatory-disclosure verification
AI-agent exception handling
African-language and cultural evaluation
Data validation
Human authorisation
Privacy, consent and security review
Accessibility and emotional-context review
Quality
Controls that decide who is ready for paid work.
Gold answers stay hidden from learners. Reviewers and adjudicators work under role-based permissions. Training, calibration, shadow production and live client data stay separate.
- Gold-standard task answers
- Protected reviewer information
- Role-based permissions
- Evidence-based decisions
- Critical-control automatic failures
- Reviewer and adjudicator workflows
- Calibration tracking
- Full audit records
- Version-controlled client rules
- Separation of training, calibration, shadow-production and live client data
Where it is delivered
A commercial gateway, with training and language depth.
Further countries can be added through Omni’s licensing model. Country programmes are not listed as live until they can be shown.
South Africa
Training, certification and English-language delivery.
Kenya
East African scale, languages and technology talent.
Mauritius
English-French capability and international service support.
What we will and will not claim
Capability, pilots and later scale stay separate.
Certifications, partnerships and country deployments are not presented as live while they remain in development.
Current capability
The OmniHumanLoop model combines existing OmniEducation, OmniAI and OmniGig rails: learning, assessment, workforce deployment, quality control and audit. The commercial service, Task Laboratory and certification framework are specified and in implementation.
Pilot readiness
A controlled youth pilot is the planned first production step, followed by shadow production for qualifying learners. Country and client pilots are available by agreement and are not presented as already live.
Future scale
Additional countries can be added through Omni’s country and licensing model. Certifications, partnerships and deployments will be published only when they can be validated.
Next step
Start with a team, a cohort, or a country pilot.
Use the partnership form. OmniHumanLoop will be selected as the area of interest.