Embodied AI Data Partner · Collection · Annotation · Vertical Delivery

The Embodied AI Data Partner for Robotics Teams

Flinter Technologies is a Singapore-headquartered embodied-AI data company. We run compliant multimodal data collection across Singapore, Thailand, and Malaysia, deliver specialist annotation for embodied datasets, and turn that data into deployed vertical projects. Built by robotics people, for robotics people.

Traditional caged robotic workcell on the left transformed into a fenceless Flinter-orchestrated cell on the right
Raw scenes · Multimodal sensors
Flinter · Collected · Annotated · Delivered
01 — What We Do

From Data to Deployment — One Pipeline

Collection, annotation, and vertical project delivery can be scoped independently or composed into an end-to-end pipeline. Compliant by default, engineered for embodied AI training.

01
Owned Fleet · On-demand Modes

Data Collection

Egocentric-first, plus on-site collection

Spec
Ego rigs · UMI · manipulation · locomotion · daily-task scenes
02
Dedicated Annotation Team

Data Annotation

Purpose-built for embodied datasets

Spec
Action phases · trajectories · intervention marks · multi-round QA
03
End-to-End Loop

Data Pipelining & Application

Data-driven vertical project delivery

Spec
Scene definition → capture → training data → deployed pilot
04
Compliant by Default

Compliance & Global Coverage

SG HQ · TH & MY collection nodes

Spec
PDPA (SG · TH · MY) · GDPR-aware · cross-border DPAs · consented capture
02 — Who We Serve

Who Our Data Is Built For.

Our customers are embodied-AI teams that need real-world data at training scale — foundation-model labs, humanoid and manipulation startups, and service-robot OEMs going from prototype to fleet. We speak their language because we come from it.

Foundation-Model & Humanoid Robotics Teams
Customer · Frontier Embodied AI

Foundation-Model & Humanoid Robotics Teams

  • Egocentric human-demo and UMI collection for VLA / imitation-learning training corpora
  • Long-tail household, workshop, and daily-task scenes — captured on real Southeast Asian environments, not synthetic sets
  • Trajectory, contact, and intervention labels aligned to your data schema and model interface
Service-Robot OEMs & Vertical AI Operators
Customer · Deployed Robotics

Service-Robot OEMs & Vertical AI Operators

  • Site-specific data capture for hospitality, healthcare, retail, and logistics deployments
  • Annotated datasets to fine-tune manipulation, navigation, and interaction policies for a target vertical
  • End-to-end pilots: we define the scene, run the capture, label the data, and hand you a working deployment
0
Singapore HQ · project management & delivery
0
compliant collection nodes across SG · TH · MY
0+
multimodal data streams (RGB · depth · IMU · tactile · audio)
0+
rounds of QA before every dataset delivery
03 — Engagement Models

Three Ways to Work With Us

M1

EGO — Owned Collection

Flinter operates the rigs and the collection crew. You define the scenes and tasks; we deliver ready-to-train datasets — no hardware, no hiring, no field ops on your side.

Best for

Best for foundation-model teams and startups that need scale without standing up a data-ops org.

Request a Scoping Call →
M2
Most common

On-Site / UMI Collection

You provide the collection protocol and target hardware (UMI grippers, custom rigs, in-plant setups). Flinter provides the trained crew, on-site logistics, and QA — so your team gets data captured to spec, at your standard.

Best for

Best for teams with an existing capture stack that need reliable field execution and headcount.

Request a Scoping Call →
M3

Vertical Project Delivery

Data-driven delivery in a target vertical: we define the scenes, run the capture, deliver labeled datasets, and stand up the working pilot. One accountable partner from scene definition to deployed system.

Best for

Best for operators and OEMs entering a new vertical who want data and deployment from one team.

Request a Scoping Call →
04 — Team

Built by Robotics Users, for Robotics Users

HD

Dr. Hao Du

Head of AI

NUS PhD. Manipulation, compliant control, and edge deployment for embodied systems.

EJ

Eric Jang

Foundation Model Direction · Partner

Foundation models for embodied agents. Deep ties to the global embodied-AI research frontier.

DZ

Dave Zhang

COO · Head of BD

Tsinghua Mechanical + Algorithm + Consumer Electronics. Data operations, partnerships, delivery.

Let's talk about your data pipeline.

Whether you need scale collection, specialist annotation, or a data-driven vertical pilot — start a conversation with our COO. We answer as robotics engineers, not account managers.

Email Dave →dave.zhang@useflinter.com