Canonical URL: https://www.merantara.com/infrastructure/
Language: en

02 / Data Infra

# Integrated Data Infra

Merantara is building data infrastructure around practical collection tasks. Software connects each stage of the work, hardware is tailored to collection settings, and teams take on tasks suited to their expertise. Together, they support projects from collection to delivery.

![AI-generated concept scene of software-assisted audio and video review and object annotation across two monitors](https://www.merantara.com/assets/scene-software-photo-800.webp)

IN DEVELOPMENT

## Software: Collection to Delivery

We are developing software for task assignment, collection monitoring, data preparation, annotation, quality assurance and version tracking. Automated checks and human review help identify issues during collection and processing. The findings help us improve task instructions and software.

![AI-generated concept scene of camera-module assembly and capture-device mount measurement with a caliper](https://www.merantara.com/assets/scene-hardware-photo-800.webp)

IN DEVELOPMENT

## Hardware: Joint R&D

We are working with external partners on collection equipment and methods for first-person recording, human demonstrations and robot tasks. This work remains in R&D, with prototype validation focused on usability, data synchronisation and collection quality in real-world settings.

PEOPLE / DELIVERY

## Data Operations

One project. One quality standard.

![AI-generated concept scene of two people handing over capture equipment and reviewing outdoor images and audio on a laptop](https://www.merantara.com/assets/scene-team-photo-800.webp)

### Expert Team

Our expert team handles custom projects, new collection methods and technically demanding tasks. The team validates methods on site, collects reference samples, develops operating procedures and quality criteria, and carries out and refines complex tasks.

### Crowdsourcing Network

Our crowdsourcing network supports general-purpose and standardised collection tasks with clear requirements and established procedures. Task training, sample validation and batch acceptance checks support distributed collection across diverse participants and settings.

The expert team validates methods and standards; suitable tasks can then be scaled through the crowdsourcing network. Both operate under the same project requirements for quality, traceability and delivery.

Business enquiries: [contact@merantara.com](mailto:contact@merantara.com)