Image & video annotation
Structured visual data that helps models recognize objects, movement, and relationships.
HUMAN EXPERTISE. MACHINE POTENTIAL.
Better data.
Smarter models.
Human at heart.
Your AI is only as good as the data behind it. We bring the language expertise, precise annotation, and human judgment that make it better.
Arabic at our core.Multilingual by design.
THE HUMAN INTELLIGENCE LAYERInteractive sample
Context understood.Meaning preserved.
3+Years of hands-on
team experience
team experience
ArabicAll dialects, with
local context
local context
MultimodalText, speech, image
and video
and video
Human-ledAnnotation, review
and quality control
and quality control
01 / OUR EXPERTISE
Every modality.
One dedicated team.
From your first labeled dataset to complex model evaluation, we work within your guidelines, tools, and delivery requirements.
Speech & audio data
Natural speech and careful transcription that capture what people actually say.
Text & language annotation
Make intent, entities, and meaning usable, even when language is nuanced.
LLM evaluation & ranking
Rubric-based evaluation of accuracy, usefulness, safety, and instruction following.
Human review & quality assurance
Review submissions, classify errors, and resolve edge cases against your standards.
BUILT AROUND YOUR PROJECT
A complex schema?
Let’s work through it.
Share your task, languages, and expected volume. We’ll discuss the right team and workflow.
Start a conversation
FROM REAL-WORLD COMPLEXITY TO STRUCTURED DATA
See the scene.
Understand the detail.
Overlapping vehicles. Small objects. Changing light. Visual annotation means making consistent decisions across the difficult cases, too.
Objects & boundariesBounding boxes and segmentation
Motion & continuityVideo annotation and object tracking
Rules & exceptionsOcclusion handling based on your guidelines
02 / LANGUAGE IS MORE THAN WORDS
Local nuance.
Global ambition.
Arabic is our foundation. We understand the dialects, cultural context, and everyday expressions that literal translation can miss.
Our team supports Arabic across dialects, alongside English, German, and French. Additional languages can be discussed based on specialist availability and project requirements.
Discuss language coverageنفهم لغتك.
ونفهم المعنى.YOUR LANGUAGE. ITS MEANING.
ونفهم المعنى.YOUR LANGUAGE. ITS MEANING.
Saudi & GulfEgyptianLevantineMaghrebiIraqiOther Arabic dialects
EnglishDeutschFrançais
03 / QUALITY IS A PROCESS
Built for the details.
Ready for the scale.
Clear guidelines, calibrated reviewers, and consistent feedback keep your data aligned as requirements evolve.
Understand the task
Define the schema, edge cases, language needs, delivery format, and acceptance criteria together.
Start with a pilot
Use a representative sample to align annotators and reviewers before increasing volume.
Annotate & review
Apply your guidelines, review quality, and escalate ambiguity with clear written reasoning.
Learn & scale
Turn feedback into guideline updates and expand delivery around agreed project needs.
THE STANDARD WE WORK TOWARD
Consistent decisions. Traceable feedback. Data your team can use with confidence.
04 / PEOPLE BEHIND THE LABELS
Your team’s
human advantage.
SI
Saleh IbrahimFounder & AI Data Annotation Team LeadConnect on LinkedIn
We’re Annotvia AI: a team of annotators, language specialists, reviewers, and quality-control professionals who care about the decisions behind your data.
With over three years of hands-on team experience, we support complex annotation and evaluation workflows across text, speech, images, and video. Our approach combines careful human judgment with the flexibility to work within your production environment.
Team members bring experience from projects and platform workflows including Alignerr, Outlier, Mindrift, Turing, Shaip, TELUS International, RWS, OneForma, Welocalize, Fluffle, and Prolific.
These references describe team members’ experience, not company partnerships or endorsements.
Meet Annotvia AI on LinkedInA FEW THINGS YOU MAY BE WONDERING
Let’s make
the next step clear.
Can you work with our existing annotation tools?
We can discuss onboarding to your platform and working within your task guidelines. Tool access, training, and delivery requirements are confirmed before work begins.
Can we start with a small project?
Yes. We can discuss a pilot with agreed scope and quality criteria, then plan a larger rollout based on the results.
How do you approach confidential data?
We agree confidentiality obligations, access controls, approved tools, and data-handling requirements before onboarding. Share your requirements so we can confirm a suitable workflow.
What determines pricing and turnaround?
Task complexity, volume, languages, review depth, and deadlines. Send a brief and we’ll discuss a project-specific scope, timeline, and quotation.
LET’S BUILD BETTER AI, TOGETHER
Your next dataset.
Our full attention.
Tell us what you’re building and where human expertise can help.
[email protected]Direct contact with Saleh Ibrahim, Founder & Team Lead.