Data Distribution

Make data delivery your competitive advantage

Make it easy for consumers to discover, trial and access your data and AI products, in your own Harbr-powered platform.

See how it works
Overview

Deploy a dedicated data distribution platform

Harbr is the white-label technology that allows you to deploy your own data distribution platform, without a bespoke build project. 

Layer it on top of your existing data stack to package data into products, define who gets access, and deliver securely to customers, partners, regulators, and other external users.

Features

Why scale data distribution with Harbr?

Standing up an exchange for an entire ecosystem is hard to engineer from scratch, and harder to manage and govern as participants multiply. 

Harbr gives you the ready-to-deploy infrastructure to roll out and onboard across your entities with ease, so your team can focus on the value of shared data, not the stress of a build project.

Your brand, your stack

Your Harbr-powered distribution platform operates under your brand, on the systems you already use. Layer the infrastructure on top of your existing stack to facilitate secure delivery - no bespoke build, no rip-and-replace.

Built to scale with your ambitions

Onboard new consumers, data products, and delivery methods without re-engineering the platform or hitting a ceiling. Harbr keeps pace with your ambitions, from first consumers to full-scale distribution — without scaling your admin.

Secure and governed throughout


Every product on your platform is governed by default, with access controls built in. You decide who gets what, on what terms, with secure, auditable delivery — keeping you in control as distribution grows.

AI-ready, by default

Harbr's publishing process ensures data products are ready for AI consumption, and that agents can access them with the same governance as human users. No separate AI pipeline to build, and no loss of control over who — or what — gets access.

How it works

The infrastructure to manage 
every stage of distribution

Package and productize data

Connect to your existing source systems to turn datasets, models, agents and insights into valuable, discoverable data products. No need to move or copy files.


Define who gets what

Decide which consumers can discover and access which products, on what terms. Subscription-based entitlements, approval flows and permissions, applied across every consumer and product, so the right data reaches the right consumer every time.


Deliver data however it's consumed

Consumers access data the way that suits them: direct access, secure collaboration, delivery into their own systems, or programmatically via Model Context Protocol. Every method runs under the same entitlements and governance, whether the consumer is human or AI.


Maintain a complete audit trail

Every access request, approval, and consumption event is logged, traceable, and defensible. Whether the consumer is human or AI, you have the record to demonstrate compliance across every product and delivery method.

Users

One data sharing platform.
Every data stakeholder.

Harbr’s technology is designed for the whole ecosystem — the people running the programme, the people producing and publishing data, and the people coming to use it.

Platform operators


As the operator, you launch a governed data platform, not a data project. You stay in control of the environment, and every interaction lands in one audit trail. Governance that scales, without you becoming the bottleneck.

Data providers

Harbr gives you a single place to manage it all: from your platform branding and integrations to your governance model and access controls. Define the operating model once, then apply it consistently across every product, every producer, and every consumer on the platform.

Data consumers

Harbr gives you a single place to manage it all: from your platform branding and integrations to your governance model and access controls. Define the operating model once, then apply it consistently across every product, every producer, and every consumer on the platform.

Transform your data business

Monetise your data