Managed robotics data operations

Robotics video becomes training data you can ship.

Robotata turns raw robot footage into structured, human-reviewed datasets—using your schema, your quality rules and reproducible delivery versions.

Request a pilot View sample delivery
Private by design Human-reviewed Versioned outputs
DATA FACTORY
QUALITY GATES ACTIVE
SOURCE FOOTAGERobot video batch
MP4 · MOV · WEBM
01
Inspect

Decode, profile and check every source file.

AUTOMATED
02
Annotate

Apply your action schema at frame level.

HUMAN + AI
03
Review

Run rule-based QC and human sign-off.

QUALITY GATED
04
Deliver

Ship immutable, versioned data packages.

EXPORT READY
DELIVERABLEApproved dataset package
Manifest + checksums
7/7 structural controls4 accepted segments100% human reviewed
Inspect the complete sample delivery
TYPICAL PILOT48–72 hoursAfter scope acceptance and usable footage
FIRST BATCH15–30 minutesEnough to validate rules and edge cases
COMMERCIAL CONTROLFixed scope firstQuote, deadline and terms before upload

A CLEAR HANDOFF

You bring the footage.
We make it usable.

No black-box handoff. Each delivery connects the original media, annotation version, QC result and reviewer decision.

YOU SEND

Raw robot video and the behavior you need captured.

  • MP4, MOV or WebM batches
  • Label definitions and edge cases
  • Quality threshold and output requirements
YOU RECEIVE

Production-ready data with a traceable quality record.

  • Frame-aligned action segments
  • Human review and QC history
  • JSON, CSV or JSONL deliverables

PROVEN STARTING POINTS

Start with the robot task—not a blank annotation screen.

Choose the closest production recipe. Robotata turns it into an editable brief with suggested labels, quality checks and delivery structure; the final schema is agreed before footage moves.

RECIPE

Robotic arm pick-and-place

Segment manipulation cycles and capture success, recovery and failure states.

ApproachGraspLiftMove+3
Quality plan
Frame boundaries + sequence rules
Delivery
JSONL + CSV
RECIPE

Mobile robot navigation

Structure navigation behavior, obstacle response and intervention events.

MoveTurnStopAvoid+2
Quality plan
Event coverage + temporal consistency
Delivery
JSONL + event summary
RECIPE

Industrial assembly sequence

Map multi-step assembly work into ordered, trainable action sequences.

AlignInsertFastenInspect+2
Quality plan
Sequence validity + missing-step checks
Delivery
JSONL + sequence manifest
RECIPE

Robot safety and anomaly events

Find safety-critical interactions, anomalies and human interventions.

NormalWarningCollisionE-stop+2
Quality plan
100% review of critical events
Delivery
JSONL + exception report
Different robot or annotation task?Every pilot can start from a custom taxonomy and acceptance rule.
Scope your workflow

HOW IT WORKS

A production line for robotics data.

Designed for teams that need the work completed—not another annotation tool to operate.

01

Send the brief

Define the actions, edge cases, output format and acceptance threshold.

02

Review and accept the scope

Confirm the price, payment terms, deadline and production rules before transfer.

03

Upload and produce

Footage enters private storage only after acceptance, then each segment is annotated and reviewed.

04

Receive the dataset

Download reproducible JSON, CSV or JSONL with manifests and checksums.

HOW TO ENGAGE

Start small. Scale only after the evidence.

Robotata is a managed data operation supported by software—not a seat licence. Every engagement is scoped around footage, label complexity, quality requirements and delivery cadence.

QUALITY, PROVEN

Approval is tied to the data version—not a promise in an email.

Exports stay locked until every video passes automatic checks and the matching annotation version receives human approval.

JSONCSVJSONL
Source integrity

Full decode, checksum and duplicate detection

VERIFIED
Media quality

Codec, FPS, resolution, duration and black-frame checks

VERIFIED
Annotation quality

Schema validation, overlap rules and frame boundaries

VERIFIED
Human acceptance

Reviewer decision tied to the exact annotation version

VERIFIED

A LOW-RISK FIRST DELIVERY

Start with 15–30 minutes of footage.

We use a small batch to validate the taxonomy, frame boundaries, difficult cases and final data shape before you commit a larger dataset. A typical accepted pilot is delivered in 48–72 hours; scaled capacity is agreed from the evidence.

Scope a pilot
PILOT INCLUDES
  • Agreed label taxonomy and boundary rules
  • Frame-aligned annotations
  • Automated checks and human review
  • Versioned output and QC summary
View the sample delivery

READY FOR DUE DILIGENCE

Private footage enters a controlled workflow.

Controls are stated accurately. Robotata does not claim certifications it has not earned, and project-specific requirements are agreed before data moves.

Project-scoped access

Private client accounts and authenticated delivery keep each engagement isolated.

Resumable secure transfer

HTTPS upload resumes after interruption, then checksum verification confirms integrity.

AI use stays explicit

AI assistance is disclosed in the scope; every accepted delivery still requires human review.

Retention by agreement

NDA, DPA, deletion schedule and residency needs are evaluated before transfer.

Security questionnaire or procurement review?Review current controls

READY WHEN YOUR FOOTAGE IS

Turn the next robot video batch into usable training data.

Request a pilot
LIVE DATA SIGNALFRAME → ACTION → QC → DATASET