Alignment & Safety
Avala is a mission-driven company that operates at the intersection of the labor economy and the AI revolution. At this intersection lies an opportunity to redefine AI development: building vertically integrated data infrastructure for Physical AI and Frontier Models while revolutionizing the future of labor. We use human feedback to align AI systems with human values and objectives, and connect people everywhere to the transformative opportunities of AI.
Turning the physical world into computable data, to enable a future of economic abundance for humanity.
AI alignment
We reduce bias and hallucinations by pairing workers’ expertise with transparent tooling, so every model we help launch remains grounded in human intent.
Open access for all
Mission Control is built for the full AI Ops lifecycle, letting teams collect, curate, monitor, and calibrate models in a platform that stays open and auditable.
Economic opportunity
Dignified digital work—available from a smartphone—connects people everywhere to the economy powering AI, with training and career pathways along the way.
People-first feedback loops
High-accuracy data drives better customer outcomes, which reinvests into the communities where Avala's impact matters most. It's a virtuous cycle we work to expand every day.
Real‑World Impact
How Avala empowers our global workforce
Annotating with Avala covered my semester tuition and let me practice computer vision skills between classes.
I moved from part-time tagging to leading a crew. Consistent missions paid for my daughter’s school and a new laptop.
Fair pay and weekly payouts meant I could support my parents without leaving home. QA feedback made me faster.
The LiDAR missions helped me pivot from hospitality into tech. A team lead coached me through my first promotion.
I bought a motorbike with Avala earnings and started a savings plan. The work keeps arriving and feels meaningful.
RLHF projects paid for my final semester and kept my language skills sharp. The training modules were actually useful.
Annotating with Avala covered my semester tuition and let me practice computer vision skills between classes.
I moved from part-time tagging to leading a crew. Consistent missions paid for my daughter’s school and a new laptop.
Fair pay and weekly payouts meant I could support my parents without leaving home. QA feedback made me faster.
The LiDAR missions helped me pivot from hospitality into tech. A team lead coached me through my first promotion.
I bought a motorbike with Avala earnings and started a savings plan. The work keeps arriving and feels meaningful.
RLHF projects paid for my final semester and kept my language skills sharp. The training modules were actually useful.
Annotating with Avala covered my semester tuition and let me practice computer vision skills between classes.
I moved from part-time tagging to leading a crew. Consistent missions paid for my daughter’s school and a new laptop.
Fair pay and weekly payouts meant I could support my parents without leaving home. QA feedback made me faster.
The LiDAR missions helped me pivot from hospitality into tech. A team lead coached me through my first promotion.
I bought a motorbike with Avala earnings and started a savings plan. The work keeps arriving and feels meaningful.
RLHF projects paid for my final semester and kept my language skills sharp. The training modules were actually useful.
Annotating with Avala covered my semester tuition and let me practice computer vision skills between classes.
I moved from part-time tagging to leading a crew. Consistent missions paid for my daughter’s school and a new laptop.
Fair pay and weekly payouts meant I could support my parents without leaving home. QA feedback made me faster.
The LiDAR missions helped me pivot from hospitality into tech. A team lead coached me through my first promotion.
I bought a motorbike with Avala earnings and started a savings plan. The work keeps arriving and feels meaningful.
RLHF projects paid for my final semester and kept my language skills sharp. The training modules were actually useful.
Weekend missions helped me cover hostel rent. The steady queues let me plan my budget and keep building my portfolio.
Moving into QA meant higher rates and mentoring new annotators. Savings from Avala are funding my software diploma.
Flexible shifts around my day job made it possible to add a second income stream. Prompt payouts keep it stress-free.
Transparent pricing and weekly payouts let me help my family while I build a reel of AI ops experience.
Flexible shifts meant I could work around power outages. Steady income helped me cover school fees for my nieces.
Weekend missions helped me cover hostel rent. The steady queues let me plan my budget and keep building my portfolio.
Moving into QA meant higher rates and mentoring new annotators. Savings from Avala are funding my software diploma.
Flexible shifts around my day job made it possible to add a second income stream. Prompt payouts keep it stress-free.
Transparent pricing and weekly payouts let me help my family while I build a reel of AI ops experience.
Flexible shifts meant I could work around power outages. Steady income helped me cover school fees for my nieces.
Weekend missions helped me cover hostel rent. The steady queues let me plan my budget and keep building my portfolio.
Moving into QA meant higher rates and mentoring new annotators. Savings from Avala are funding my software diploma.
Flexible shifts around my day job made it possible to add a second income stream. Prompt payouts keep it stress-free.
Transparent pricing and weekly payouts let me help my family while I build a reel of AI ops experience.
Flexible shifts meant I could work around power outages. Steady income helped me cover school fees for my nieces.
Weekend missions helped me cover hostel rent. The steady queues let me plan my budget and keep building my portfolio.
Moving into QA meant higher rates and mentoring new annotators. Savings from Avala are funding my software diploma.
Flexible shifts around my day job made it possible to add a second income stream. Prompt payouts keep it stress-free.
Transparent pricing and weekly payouts let me help my family while I build a reel of AI ops experience.
Flexible shifts meant I could work around power outages. Steady income helped me cover school fees for my nieces.
Human-Centered Values
Ethical AI
Redefining the future of labor while building AI systems that are highly aligned with human values and intent, reducing model bias, and unlocking the potential of AI.
Transparent AI
A comprehensive platform, open to all, where anyone can collect and curate diverse datasets and monitor models for alignment.
Equitable AI
Dignified digital work, from anywhere, via the Avala app, connecting people around the world to the data engine that powers AI—with above-market pay and long-term career pathways.
People-First AI
Product and mission reinforce each other: high-retention teams build deep context on every project, delivering higher-accuracy data that drives better customer outcomes and reinvestment in the communities where our impact matters most.
Our Community Partners
We partner with workforce and community organizations around the world to build ethical, people-first AI operations.
Alignment is a first principle for how we build and how we partner.