AI DATA • AI EVALUATION • DIGITAL OPERATIONS

Human Intelligence for Artificial Intelligence.

Idnibis AI provides high-quality human intelligence, data and digital operations that help AI companies build, evaluate and improve better AI systems.

Built in Botswana. Powered by African talent. Serving the global AI economy.

THE HUMAN LAYER

AI doesn't build itself.

Behind every effective AI system is a layer of human intelligence. AI needs people to label data, evaluate outputs, identify errors, apply context, test safety and continuously improve the systems that power the next generation of technology.

That's where Idnibis AI comes in.

OUR SERVICES

The human intelligence behind better AI.

Flexible delivery for AI companies, technology teams, research organisations and businesses that need reliable human-powered data and operations.

01

AI Data Annotation

Turn raw information into structured, useful training data for machine learning and AI systems.

  • Image & video annotation
  • Text classification
  • Audio transcription
  • Document annotation
  • Object detection & segmentation
  • Data validation & QA
02

AI Evaluation & RLHF

Human evaluation that helps AI systems become more useful, accurate and aligned with expectations.

  • Response evaluation
  • Preference ranking
  • RLHF data
  • Prompt-response assessment
  • Factuality & relevance
  • Reasoning evaluation
03

AI Safety & Quality

Identify risks, errors and undesirable behaviour before AI systems reach users.

  • Safety evaluation
  • Harmful-content classification
  • Bias identification
  • Misinformation review
  • Policy compliance
  • AI-agent evaluation
04

Digital AI Operations

Extend your team with reliable human support for data-intensive digital work.

  • Data processing
  • Online research
  • Document processing
  • Content review
  • Virtual assistance
  • Quality control
WHY IDNIBIS AI

Quality before volume.

Our delivery model is built around measurable quality, structured workflows and continuous improvement.

Human Judgement

Complex AI tasks require context, reasoning and judgement that automated systems cannot always provide.

Scalable Delivery

Start with a focused pilot and scale into dedicated teams as requirements grow.

Quality Control

Defined guidelines, review processes and performance metrics help maintain consistency.

African Talent

Access an emerging pool of digitally skilled African talent through a Botswana-based operation.

Botswana-Based

Work with a delivery partner operating from Botswana while connecting to the wider African digital economy.

Security-Conscious

Projects are designed around confidentiality, controlled access and responsible data handling.

HOW WE WORK

Start small. Prove quality. Scale with confidence.

We don't believe every project needs a large team from day one. Establish the workflow first, then scale when the model works.

01

Understand

Define your data, evaluation or operational requirements.

02

Pilot

Start with a focused project or small delivery team.

03

Measure

Establish quality, accuracy, productivity and turnaround benchmarks.

04

Improve

Refine guidelines, workflows and quality-control processes.

05

Scale

Expand from contributors to dedicated teams and managed delivery.

OUR LONG-TERM VISION

Built in Botswana. Connected to the world.

Botswana is our starting point. Idnibis AI is being built to connect Botswana and African digital talent with the rapidly growing global demand for human intelligence in AI development.

Our long-term ambition extends beyond outsourced services: building an African AI data capability that helps AI systems better understand African people, languages, environments and contexts.

Building AI that understands Africa.
Future capabilities include African-language data, speech, transcription, translation, conversational datasets and cultural-context data. Setswana is where we begin.
QUALITY YOU CAN MEASURE

Designed for accountable delivery.

AccuracyWork meeting defined requirements.
Agreement RateConsistency between human evaluations.
Rejection RateWork requiring correction or rework.
ProductivityOutput against agreed benchmarks.
TurnaroundAssignment to completed delivery.
Quality ScoreConsolidated project performance.
LET'S BUILD

Ready to build better AI?

Tell us what you're building, what data you need processed or what AI system you need evaluated. We'll help define a practical starting project and delivery approach.

Start a Project →