Data Products & Pricing
Comprehensive physical AI data solutions — from ready-made catalog datasets to custom capture and processing services.
PRIMARY OFFERING

Catalog Data Licensing

$500/hr
Non-exclusive · Perpetual license

Processed, annotated omnidirectional 3D datasets from DreamVu-initiated captures. Every catalog license includes the full annotation stack — navigable path maps, obstacle classifications, dynamic agent trajectories, semantic labels, and temporal variants. Licenses are scoped by use case, allowing DreamVu to license the same environment to non-competing buyers simultaneously.

Full Pipeline Output
NuRec reconstruction, navigable path maps, obstacle classifications, physics interaction metadata
Multiple Formats
Delivered in LeRobot, Open X-Embodiment, and other VLA-ready training formats
Quality Validated
Reconstruction accuracy verified against DreamVu benchmarks with temporal variation per facility
Available Now: Grocery Retail
1,000
Hours of Enriched 3D Video
5 Operational Stores
500+ Distinct Skills
Alia 360° Depth + RGB
Occupancy, Semantic, Skills, Interactions

Why Grocery? A grocery store contains more distinct manipulation tasks per square foot than almost any other environment — picking, placing, stacking, scanning, bagging, mopping, organizing across customer, staff, and logistics operations.

If a VLA model can handle a cluttered grocery aisle with customers, carts, and staff in motion, it transfers to warehouses, fulfillment centers, and retail at large.

Custom Capture

DreamVu sends its capture team to your venues — stores, factories, hospitals, data centers — and processes the footage through its full pipeline. Three tiers based on exclusivity.

Tier 1 — Partnership
$500/hr

Full DreamVu reuse rights. No exclusivity — data enters DreamVu's commercial library immediately.

Best for: Enterprise operators with no competitive sensitivity
Tier 2 — Exclusive
$1,000/hr

24-month exclusivity on commercial licensing. DreamVu may use internally for model training during the window.

Best for: Robotics companies protecting a data advantage
Tier 3 — Permanent
Custom Proposal

Permanent data protection. DreamVu retains internal research rights only — no external commercial use ever.

Best for: Healthcare, pharma, defense with regulatory requirements
RECURRING REVENUE

Cosmos Environment Model Subscriptions

Pre-trained NVIDIA Cosmos world foundation model weights, fine-tuned on DreamVu's environment datasets. Subscribers receive ready-to-use model weights updated quarterly — without managing any data pipeline. Produced under NVIDIA's Open Model License.

Available Now

Grocery-Cosmos

$200K/year

Grocery-specific Cosmos fine-tune capturing spatial and behavioral characteristics of grocery retail environments. Generates accurate grocery store simulations — correct shelf geometries, refrigeration section physics, and customer traffic patterns. 4 quarterly updates.

Quarterly updates include: Newly captured environments, at least one new configuration per release, temporal variants, published release notes, benchmark scores documenting improvement, and a 30-day overlap window for migration.