Xindi Tech Group is a data and technology company. We develop tactile sensing and manipulation systems for autonomous warehousing and last-mile fulfillment, and a data platform that resolves commerce signals into individual-level personalization. Both are funded and validated by logistics operations we run commercially across the Americas.
Predicting individual demand and physically fulfilling it are ordinarily the work of separate companies. Xindi develops both, so that demand signals and physical execution operate as a single closed loop.
Contemporary commerce systems model populations. Xindi builds the layer beneath them, resolving every observed signal into a continuously maintained model of an individual, available for decisioning within the window in which it remains relevant.
Warehouse throughput remains constrained by manual handling, and last-mile delivery remains the highest unit-cost segment of the chain. Xindi develops robotic systems for both, deployed first inside facilities the company already operates at commercial volume.
Xindi was established in 2025 with an operating business generating revenue from the first year. Commercial logistics operations fund the research programme and supply what robotics and machine learning require: proprietary contact and transaction data, and production facilities in which systems can be validated under real load. Each phase finances the next.
Establish the operating business and the data infrastructure.
Remove manual handling as a constraint on warehouse throughput.
Make the operating systems available to third parties.
Operate as infrastructure rather than as a service provider.
Milestones through 2030 correspond to committed development plans. Later phases describe strategic direction and are published to indicate the objectives against which the company allocates capital and research effort.
Xindi operates a cross-border logistics and commerce business across the Americas for global brands and platforms. These operations fund the research programme and generate the transaction and contact data on which the systems above are developed.
Owned facilities within each market, which also serve as the deployment environment for robotics development. Inventory held in-market keeps delivery times within a several-day window and maintains platform fulfillment metrics.
Fully documented import clearance with duties assessed and paid. Every consignment produces a complete records file suitable for audit, which is a precondition for operating a fulfillment network at scale.
Locally incorporated entities, locally operated storefronts and locally produced content, run to domestic seller standards. These channels are the origin of the behavioural data used in platform development.
Retention and lifecycle programmes delivered on the same platform under development as a commercial product, currently offered as a managed service.
Structural decisions taken before commercial launch, advised by teams that have executed the same decisions in these markets.
Navigation and visual perception are largely solved problems in warehouse robotics. Manipulation is not. The remaining constraint is physical contact: forming and maintaining a reliable grasp on unknown, deformable and optically difficult objects at production throughput. Xindi's research programme concentrates on that constraint and on the interaction models required when robots and operators share a task.
Optical perception estimates object pose. Tactile perception establishes contact state: whether a grasp has formed, how load is distributed across the contact patch, and whether the object has begun to slip. Xindi develops tactile sensing at the gripper surface together with the control policies that consume it.
Autonomous manipulation is reached incrementally, and a long tail of exception cases persists throughout. Xindi develops the haptic interaction layer that allows an operator to assume control of a physical task remotely, and the compliant-control behaviour required where robots and people occupy a shared workspace.
Tactile data cannot be scraped. It exists only where robots perform physical work, and its value depends on the realism of the SKU distribution, packaging and throughput pressure under which it was collected. Xindi's fulfillment operations generate that data continuously.
The customer data platform operates in production, supporting Xindi's own commercial operations. It constitutes the first release of the personalization layer described in the roadmap.
Automation is developed where volume already exists. Xindi concentrates on three markets in the Americas rather than distributing effort across a wider footprint.
Domestic warehousing and fulfillment, marketplace and direct-to-consumer operations, and compliant import clearance. The California entity provides partners with a United States counterparty, contracts under United States law and local accountability.
A market with substantial regulatory and last-mile complexity, in which Xindi has operated at scale for a global handset manufacturer and for a national express logistics network. Import compliance and last-mile execution determine commercial outcomes.
A market in which tax structure and clearance strategy determine whether unit economics are viable. Xindi has operated within the market directly rather than advising from outside it.
Robotics programmes ordinarily depend on securing a host facility willing to accommodate experimental systems. Xindi owns the facilities, the volume and the operating result, which permits iteration against real throughput rather than within the constraints of a hosted pilot.
The logistics business finances the research programme. This provides the resource that hardware development and model training both require and that capital alone cannot compress: time.
Undocumented clearance carries a permanent risk of enforcement action. Xindi operates fully declared, duty-paid imports, which is the only basis on which an automated fulfillment network can be built and financed.
A Shenzhen company and a California company operate as a single organisation across time zones. Hardware and supply chain functions are conducted in Chinese; market operations and deployment are conducted in English and Spanish.
Xindi accepts enquiries regarding commercial operations in the Americas, research collaboration in tactile sensing and manipulation, and partnership in automated fulfillment. Please include the market, channel and scope of the enquiry.
Enquiries are answered within one business day.