Insight
PrismaX Product Updates: Q2 2026

In Q2 2026, we focused on expanding contributors' participation across the platform. This included an operator upload pipeline for VLA training data, the opening of Verify Quality to members, and a redesigned Robot Fleet built as a hardware marketplace.
These updates center on participation, verification, and hardware access. The goal is to make it easier to contribute high-quality robotics data at every step, from the robot itself to the review process that verifies what it collects.
VLA Data Uploads for Operators
Operators can now contribute robotics data directly to the platform's VLA training pipeline.
Operator Applications: Users can apply to become an operator and upload robotics data (MCAP and videos) mapped to task scenarios.
Operators Dashboard: A centralized dashboard gives operators one view to manage and track their submissions.
Resumable Uploads: Interrupted uploads can be continued from where they left off without starting over.
Upload History: A new history page lets operators review past submissions at a glance.
Scenario Categories: Categories can be selected during the upload flow to better organize and tag collected data.
Verify Quality Opens to Members
Verify Quality, our data review program, is now open to eligible members.
Membership Access: Amplifier members can apply to become validators with 10 review chances per cycle. Innovator members receive 30.
Review History: A history page lets validators track their past activity and submissions.
Program Guides: Three new pages explain the program: How Selection Works, View Scoring Rules, and My Earnings.
Review Confirmations: After completing a review, a confirmation pop-up displays the points earned for that submission.
Progress Protection: A warning now appears if a validator tries to leave before completing all episodes in a batch, and unsubmitted answers are preserved if the page is accidentally closed or refreshed.
Robot Fleet: A Hardware Marketplace
We redesigned the Robot Fleet section as a hardware marketplace. Users can browse PrismaX-validated robots, view full specifications, and purchase directly from the platform. Every listed platform has passed setup validation and meets PrismaX data quality standards.

Currently listed models:
Piper (Agilex Robotics)
TOK2 (Airbot)
YAM (I2RT Robotics)
Each listing includes full specifications, and every purchase includes setup and onboarding, so new operators can go from order to collection runs without guesswork.
Robot registration also opened this quarter. Robots from supported manufacturers — Airbot, AGILEX, I2RT Robotics, and Realman — can now be registered on the platform and used for data collection tasks.
Platform and Reliability Updates
We continued to harden the platform across wallet connection, sessions, and account handling.
Connect Modal: Chain selection has moved into the Connect Modal for a cleaner, more intuitive wallet connection flow.
Reward Points Accuracy: Fixed an issue where robot reward points would occasionally fail to be applied to a user's account.
Teleoperation Stability: Fixed network errors encountered during teleoperation sessions.
Security: Resolved a security vulnerability based on user-reported feedback.
Session Handling: Invalid or expired session tokens are now detected automatically and handled gracefully to prevent unexpected errors.
Explore the latest updates: https://gateway.prismax.ai/
Insight
PrismaX Product Updates: Q2 2026

In Q2 2026, we focused on expanding contributors' participation across the platform. This included an operator upload pipeline for VLA training data, the opening of Verify Quality to members, and a redesigned Robot Fleet built as a hardware marketplace.
These updates center on participation, verification, and hardware access. The goal is to make it easier to contribute high-quality robotics data at every step, from the robot itself to the review process that verifies what it collects.
VLA Data Uploads for Operators
Operators can now contribute robotics data directly to the platform's VLA training pipeline.
Operator Applications: Users can apply to become an operator and upload robotics data (MCAP and videos) mapped to task scenarios.
Operators Dashboard: A centralized dashboard gives operators one view to manage and track their submissions.
Resumable Uploads: Interrupted uploads can be continued from where they left off without starting over.
Upload History: A new history page lets operators review past submissions at a glance.
Scenario Categories: Categories can be selected during the upload flow to better organize and tag collected data.
Verify Quality Opens to Members
Verify Quality, our data review program, is now open to eligible members.
Membership Access: Amplifier members can apply to become validators with 10 review chances per cycle. Innovator members receive 30.
Review History: A history page lets validators track their past activity and submissions.
Program Guides: Three new pages explain the program: How Selection Works, View Scoring Rules, and My Earnings.
Review Confirmations: After completing a review, a confirmation pop-up displays the points earned for that submission.
Progress Protection: A warning now appears if a validator tries to leave before completing all episodes in a batch, and unsubmitted answers are preserved if the page is accidentally closed or refreshed.
Robot Fleet: A Hardware Marketplace
We redesigned the Robot Fleet section as a hardware marketplace. Users can browse PrismaX-validated robots, view full specifications, and purchase directly from the platform. Every listed platform has passed setup validation and meets PrismaX data quality standards.

Currently listed models:
Piper (Agilex Robotics)
TOK2 (Airbot)
YAM (I2RT Robotics)
Each listing includes full specifications, and every purchase includes setup and onboarding, so new operators can go from order to collection runs without guesswork.
Robot registration also opened this quarter. Robots from supported manufacturers — Airbot, AGILEX, I2RT Robotics, and Realman — can now be registered on the platform and used for data collection tasks.
Platform and Reliability Updates
We continued to harden the platform across wallet connection, sessions, and account handling.
Connect Modal: Chain selection has moved into the Connect Modal for a cleaner, more intuitive wallet connection flow.
Reward Points Accuracy: Fixed an issue where robot reward points would occasionally fail to be applied to a user's account.
Teleoperation Stability: Fixed network errors encountered during teleoperation sessions.
Security: Resolved a security vulnerability based on user-reported feedback.
Session Handling: Invalid or expired session tokens are now detected automatically and handled gracefully to prevent unexpected errors.
Explore the latest updates: https://gateway.prismax.ai/
More to explore
Insight
PrismaX Product Updates: Q2 2026

In Q2 2026, we focused on expanding contributors' participation across the platform. This included an operator upload pipeline for VLA training data, the opening of Verify Quality to members, and a redesigned Robot Fleet built as a hardware marketplace.
These updates center on participation, verification, and hardware access. The goal is to make it easier to contribute high-quality robotics data at every step, from the robot itself to the review process that verifies what it collects.
VLA Data Uploads for Operators
Operators can now contribute robotics data directly to the platform's VLA training pipeline.
Operator Applications: Users can apply to become an operator and upload robotics data (MCAP and videos) mapped to task scenarios.
Operators Dashboard: A centralized dashboard gives operators one view to manage and track their submissions.
Resumable Uploads: Interrupted uploads can be continued from where they left off without starting over.
Upload History: A new history page lets operators review past submissions at a glance.
Scenario Categories: Categories can be selected during the upload flow to better organize and tag collected data.
Verify Quality Opens to Members
Verify Quality, our data review program, is now open to eligible members.
Membership Access: Amplifier members can apply to become validators with 10 review chances per cycle. Innovator members receive 30.
Review History: A history page lets validators track their past activity and submissions.
Program Guides: Three new pages explain the program: How Selection Works, View Scoring Rules, and My Earnings.
Review Confirmations: After completing a review, a confirmation pop-up displays the points earned for that submission.
Progress Protection: A warning now appears if a validator tries to leave before completing all episodes in a batch, and unsubmitted answers are preserved if the page is accidentally closed or refreshed.
Robot Fleet: A Hardware Marketplace
We redesigned the Robot Fleet section as a hardware marketplace. Users can browse PrismaX-validated robots, view full specifications, and purchase directly from the platform. Every listed platform has passed setup validation and meets PrismaX data quality standards.

Currently listed models:
Piper (Agilex Robotics)
TOK2 (Airbot)
YAM (I2RT Robotics)
Each listing includes full specifications, and every purchase includes setup and onboarding, so new operators can go from order to collection runs without guesswork.
Robot registration also opened this quarter. Robots from supported manufacturers — Airbot, AGILEX, I2RT Robotics, and Realman — can now be registered on the platform and used for data collection tasks.
Platform and Reliability Updates
We continued to harden the platform across wallet connection, sessions, and account handling.
Connect Modal: Chain selection has moved into the Connect Modal for a cleaner, more intuitive wallet connection flow.
Reward Points Accuracy: Fixed an issue where robot reward points would occasionally fail to be applied to a user's account.
Teleoperation Stability: Fixed network errors encountered during teleoperation sessions.
Security: Resolved a security vulnerability based on user-reported feedback.
Session Handling: Invalid or expired session tokens are now detected automatically and handled gracefully to prevent unexpected errors.
Explore the latest updates: https://gateway.prismax.ai/



