Image & video annotation
Structured visual data that helps models recognize objects, movement, and relationships.
DATA ANNOTATION & AI EVALUATION
Better data.
Smarter models.
Human at heart.
Expert annotation, multilingual evaluation, and quality review for teams building reliable AI. From complex language tasks to visual datasets, we turn human judgment into useful training data.
Language specialists.Multilingual by design.
THE HUMAN INTELLIGENCE LAYERInteractive sample
Context understood.Meaning preserved.
PrecisionGuideline-led annotation
and expert review
and expert review
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 workflow shaped
around your data.
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
Any language.
The right expertise.
Our language specialists look beyond the words to understand dialect, cultural context, and intent. Arabic, English, French, and German are at the heart of our multilingual practice.
We welcome projects in any language. Our strongest expertise is in Arabic across dialects, English, French, and German. For other languages, we assemble specialist coverage around your project and confirm availability during scoping.
Discuss language coverageنفهم لغتك.
ونفهم المعنى.YOUR LANGUAGE. ITS MEANING.
ونفهم المعنى.YOUR LANGUAGE. ITS MEANING.
Saudi & GulfEgyptianLevantineMaghrebiIraqiOther Arabic dialects
EnglishFrançaisDeutsch
Worldwide language support · Specialists matched to your brief
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.
We support demanding annotation and evaluation workflows across text, speech, images, and video. Dedicated project coordination, specialist reviewers, and clear feedback help us deliver consistently within your production environment.
Our team brings practical experience in rubric-based evaluation, evolving annotation guidelines, and production quality review. We focus on the work that matters to your team: clear decisions, consistent labels, and useful feedback.
Meet Annotvia AI on LinkedInPROJECT QUESTIONS
Clear answers.
Confident next steps.
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
Let’s scope your
next AI project.
Tell us what you’re building and where human expertise can help.
contact@annotvia.comDirect contact with Saleh Ibrahim, Founder & Team Lead.