Consistent inputs
Synchronization, normalization, deduplication, labeling, and enrichment, with automated checks and human review.
PULSEDATA A PULSE AI BUSINESSThe data behind
The data behind
what AI does next.
Original training tasks. Real-world capture. Quality-controlled delivery. Built around your model, your use case, and your definition of ready.
YOUR NEXT DATA PROGRAM01
From specification
to training-ready.
INPUTTasks · Modalities · Coverage
PROCESSCapture · Annotate · Validate
OUTPUTDocumented, versioned delivery
Choose your starting point
One data partner. Multiple model needs.
ORIGINAL TASKS / VERIFIED EXECUTION
Train the capability. Not the test questions.
Original, benchmark-aligned task environments and verified trajectories for agents that reason, use tools, and complete real work.
- RL task packs with prompts, reference solutions, graders, and optional sandboxes
- Supervised fine-tuning trajectories with steps, tool calls, and execution feedback
- Expert review, difficulty tiers, and deduplication against evaluation data
Terminal executionSoftware engineeringML engineeringExpert reasoning
Capability targets include
Terminal-Bench, FrontierSWE, Frontier-CS, MLE-bench, MLS-Bench, and HLE.
Benchmark names describe capability targets only. No affiliation with benchmark owners or score improvements are claimed. Deliverables are original tasks, not copied evaluation questions.A closer look
Real scenes. Useful training signals.
Explore representative footage from our existing data showcase. Custom scope, licensing, and availability are confirmed for each engagement.
Two hands. Real-world tasks.
First-person demonstrations captured with VR headset rigs, supporting bimanual action and embodied-AI training.
Delivery, not just collection
A usable dataset has more than files.
Agree the schema, quality thresholds, and usage requirements before production. Receive a package your team can inspect and integrate.
Documented context
Source and batch metadata, licensing and consent requirements, de-identification where needed, and quality records appropriate to the scope.
Ready for your stack
LeRobot, DROID, RLDS, HDF5, JSON, and NDJSON. Video, audio, transcripts, and synchronized metadata as the project requires.
Selected data program record
Built for demanding data work.
Representative outcomes reported in the PulseData program materials. Scope, capacity, and availability are confirmed for each project.
540Kvideo hours
Large-scale video acquisition
536Kimage-text samples
Multimodal training inputs
690Kmultilingual OCR images
Across a 10+ language program
Translation data1.6 billion translation pairs delivered in four weeks, against an initial six-month timeline.
Medical SFT programTwo-week project start, with a reported program scope of 22 million images and 19 million documents.
Engagement options
Start focused. Scale deliberately.
Sample & pilot
Validate a task pack or a scoped capture sample, such as a 20-hour pilot, against agreed acceptance criteria.
Custom data program
Define the modalities, languages, task taxonomy, annotation schema, rights, and delivery cadence around your model needs.
Managed data delivery
Maintain a recurring data supply with quality reporting, versioned batches, and feed or API delivery where agreed.
Start with a sample. Build with confidence.
Request a data sample