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Products

Connect every step
of AI improvement

We’re building a connected system for data, continuous learning, and safety verification, so every iteration informs the next

SAFE RSI SYSTEM

Data × Infra × Safety

  1. 01Act
  2. 02Discover
  3. 03Generate
  4. 04Train
  5. 05Verify
  6. 06Return

Data guides what to learn. Infra connects each iteration. Safety sets the conditions for returning

Explore each step of the loop

01 / DATA

Data Intelligence

Failure becomes a learning signal

AI needs the right data for what it fails at next

We identify capability gaps in real-world agent trajectories and turn them into targeted, high-value training data. The model’s own limits become the signal for what to learn next

  • Real-world agent trajectories
  • Automated failure discovery
  • Targeted training data
Explore the research direction

02 / INFRA

Continuous Learning Infra

Every ending is a new beginning

Data becomes capability when it returns to training

Agent execution, evaluation, data generation, training, and model updates belong in one connected system. Every iteration becomes the starting point for the next

  • Connected execution and evaluation
  • Data-to-training orchestration
  • Continuous model updates
Explore the research direction

03 / SAFETY

Safe RSI

Safety is part of the improvement loop

New capabilities can bring new risks

We embed safety evaluation, automated red teaming, and safety constraints into model iteration. Each update is evaluated against its deployment boundaries before it enters the next cycle

  • Safety evaluation
  • Automated red teaming
  • Deployment constraints
Explore the research direction

BUILDING SAFE RSI SYSTEMS

Build the
next iteration

Bring research, engineering, and safety together for continuous improvement

Talk to Anifold