AI Data Services

Trainingdatalabelledbydedicatedpods.

Image, video, text, audio and 3D point cloud labelling with a QA layer on every batch.

  • 2D & 3D
  • Multi-sensor
  • Gold-set calibration
Annotation specialist labelling street imagery for a vision model
98.2%
Quality Assurance Rate
4.2M
Frames delivered
48h
Pilot turnaround
What we deliver

Data Annotation service areas

Image & video

Boxes, polygons, keypoints, segmentation and tracking.

3D point cloud

Lidar cuboids and sensor-fusion alignment.

Text & NLP

Entities, intents, sentiment and relation labelling.

Audio & speech

Diarisation, event tagging and phonetic labelling.

Two-stage QA

Reviewer pass plus inter-annotator agreement scoring.

Tooling agnostic

We work in your platform or bring our own.

How we work

Four steps from brief to steady state

  1. 1

    Guidelines

    Edge cases agreed and documented.

  2. 2

    Calibration

    Pod scored against your gold set.

  3. 3

    Production

    Batched delivery with QA sampling.

  4. 4

    Reporting

    Weekly accuracy and throughput view.

Annotation specialist labelling street imagery for a vision model

Data Annotation delivered by a named team

What you get

Commitments we put in writing

  • Named delivery manager accountable for SLA performance
  • Secure floors with NDA-backed, access-controlled workstations
  • Audit trail on every batch, annotator and review decision
Client consultation meeting with a Muenot delivery lead
Start a conversation

Tell us the requirement. We will scope a pilot.

Share your volumes and timelines to get a documented pilot plan before committing to scale.

  • Response within one business day
  • Scoping call with a delivery lead, not a sales rep
  • Written pilot proposal with pricing and acceptance criteria
Contact our team