Configure production workflows
Native speech and video collection, transcription, text and image annotation, with project-specific instructions and review stages.
SadiHub Intelligence OS
From human data to measurable model improvement.
One multilingual operating system for data collection, multimodal annotation, expert evaluation, quality intelligence, vendor orchestration and project-to-cash control.
Multimodal workflowsEvidence-based qualityModel outcome ledger
DATA COLLECTION
•MULTIMODAL ANNOTATION
•MODEL EVALUATION
•PHYSICAL AI
•QUALITY INTELLIGENCE
SadiHub Intelligence OS
The complete data-to-model improvement loop.
Design workflows, qualify experts, route work, measure agreement, enforce trust gates, control project economics and record the impact on client models in one system.
SadiStudio workflowsSadiScore qualitySadiMatch allocationSadiEval outcomesSadiTrust provenanceSadiFinance control
For AI product and research teams
Buy verified model improvement—not anonymous task volume.
SadiHub joins operational data, human performance, quality evidence, provenance, cost and downstream model outcomes. Clients can understand why a delivery is trustworthy and whether it worked.
Route work by evidence
Match vendors and specialists using language, geography, expertise, capacity, quality, cost and delivery history.
Control quality scientifically
Project qualification, reviewer calibration, annotation validators, independent QA and controlled delivery release.
Record evaluation outcomes
Record evaluation baselines and outcomes alongside delivery evidence. Model improvement requires a separately measured client evaluation.
A network built for delivery
Your local strength. Our global project engine.
SadiGroup connects specialized suppliers to real project needs. We map exact country, language, capacity, security, and quality fit before assigning work.
Data collection
Speech, image, video, text, web, survey, and field-recruited datasets.
Annotation & QA
Structured labeling, transcription, validation, and human evaluation at scale.
Language expertise
Translation, localization, dialect coverage, linguistic review, and cultural insight.
Specialist operations
Recruitment, fieldwork, BPO, secure facilities, technical platforms, and niche talent.
The SadiGroup supplier promise
Clear scopes. Fair evaluation. Measured growth.
01
Selection based on evidence and project fit.
02
Defined acceptance criteria before delivery.
03
Performance feedback that can unlock more work.
04
Respect for confidentiality, local context, and people.
From application to allocation
A disciplined path into the network.
Every stage reduces risk for clients and creates a fairer route for capable suppliers.
1
Apply
Share your footprint, capacity, evidence, and commercial expectations.
2
Verify
SadiGroup reviews compliance, references, security, and delivery readiness.
3
Pilot
Promising partners complete a structured test or scoped paid pilot.
4
Scale
Approved vendors are matched to projects and measured on every delivery.
Before you apply
Useful answers.
Does applying guarantee projects?
No. It creates a verified profile that can be matched when your capabilities fit a project.
Can individuals apply?
Yes, especially for specialist linguistic, fieldwork, evaluation, or technical capabilities.
What happens to confidential information?
Only share non-confidential summaries and secure links at this stage. Sensitive documents are requested later through an appropriate channel.
How are vendors selected?
We assess quality evidence, compliance, capacity, communication, commercial fit, and specific project coverage.