Robius Pulseby Robius
Email BriefPro?•••
TRANSPARENCY · METHODOLOGY

How Pulse works.

Pulse turns public UAE technology developments into structured, source-backed intelligence while keeping uncertainty visible.

Last updated: 1 August 2026
01

Discover

Pulse checks approved public sources, official gateways, company archives, regulators, research institutions and ecosystem organizations.

02

Fetch and normalize

The system extracts public metadata, cleans headlines and preserves a direct link to the original source.

03

Test UAE relevance

A story must contain enough UAE and technology relevance to enter the live archive.

04

Classify the signal

Pulse distinguishes research, funding, investment, acquisition, policy, regulation, partnership, infrastructure, hiring, market entry and other signal types.

05

Resolve entities

Known organizations, aliases and connected institutions are mapped carefully so similar names are not merged automatically.

06

Cluster evidence

Similar stories can be grouped, while repeated URLs and near-duplicate headlines remain protected from creating artificial volume.

07

Score and explain

Pulse Score combines evidence strength, relevance, freshness and source breadth. It is not a probability or company rating.

08

Build intelligence

Radar, Momentum, Signal Graph, Action Watch, Impact Lens, Watch Next, Ask Pulse and My Brief reuse the same structured evidence.

WHAT THE LABELS MEAN

Pulse separates observations from conclusions.

Explicit relationship

The source wording supports a partnership, investment, contract, acquisition, research collaboration or corporate affiliation.

Observed together

Entities appear in the same evidence item, but Pulse does not promote that co-appearance into a formal relationship.

Momentum

Observed activity compared with a previous matching period. It is not a valuation or performance prediction.

Action Intelligence

An open status, future date or supported procurement opportunity remains visible until its action window closes.

Impact Lens

How directly the evidence touches a selected audience. Relevance does not predict whether the outcome will be good or bad.

Watch Next

An evidence-priority list showing where current activity deserves another look. It is not a recommendation or forecast.

Questions, corrections or commercial enquiries?Use the correct route so the Robius team can review the request properly.
Contact Robius →
Ask Pulse