Publication of the 2022 Aristotle Metadata Roadmap

On March 9th, 2022, Aristotle Metadata invited our clients and key technical experts to develop and endorse the 2022 Aristotle Metadata Roadmap. This meeting was used to gather feedback for our 3rd annual roadmap to prioritise feature development for the coming year.

By co-developing our platforms and solutions with our clients they are able to guide the direction of our products to ensure we are constantly meeting demand and preparing our clients for the future.

Based on the feedback of our clients, we’re seeing 4 major themes in the metadata development space:

1. Data lineage and data inventories

Over the course of 2022, we are going to be adding enhanced data lineage support to help users describe how people use data within their organisation. We’re also adding new profiling tools to help users record data inventories in a standardised way – including supporting the Office of the National Data Commissioner’s Core Attributes for government data dictionaries. Throughout 2022, keep an eye out for announcements on the following features:

  • Data lineage descriptions to describe dataset, distribution and field-level data flows
  • Geospatial metadata support and map-based data search and discovery
  • Specialised data inventory tools to aid with initial implementations

2. Improving usability to deliver data democratisation

We are constantly redefining what metadata management means and looking for innovative ways to make metadata and data governance accessible and user-friendly. This includes re-examining and reframing what we’ve done, and building new ways of working. This year our focus is improving discovery and linkage in the following ways:

  • A brand new, rebuilt search interface
  • User-friendly metadata linkage and faster creation of content
  • Improved site customisation for home pages
  • Improved management and linkage of metadata collections

3. Metadata-driven data request administration

Last year we announced our “click-and-collect” data sharing tool – the Tablion Data Portal – and this year we are going to enhance how data sharing is done. Our unique metadata-first approach makes data sharing faster by sharing metadata to give users insight to data, before it’s made available. This year we’re going to be embedding of more Aristotle Metadata within the Tablion Data Portal, including:

  • Embedded summary statistics within data portals
  • Advanced filtering of data requesting using Aristotle Metadata values and reference data
  • Integrated single sign on authentication between Aristotle Metadata products

4. Metadata harvesting, discovery and quality control

Our users have asked about support for initial data inventory and harvesting support to ‘bootstrap’ the data governance process in a controlled way that drives metadata adoption across the organisation. We’re supporting this by adding new tools that assist with metadata flows into and beyond user registries to build a full-federated metadata discovery system, including:

The end result of the meeting is the now fully endorsed 2022 Aristotle Development Roadmap, available for review now.

Thanks again to representatives from:

for their input and endorsement of this years exciting, feature packed roadmap!

2022 Aristotle Roadmap

Sam Spencer

Aristotle Marketing Team

Other articles you might enjoy

Uncategorized
Aristotle Marketing Team

Bridging the Skills Gap in Healthcare Data: Why Training Needs to Catch Up

Australia’s healthcare sector is swimming in data, but struggling to staff it. From digitised records to AI-assisted diagnostics, the systems are there. What’s missing is a steady pipeline of people trained to manage, govern and actually use that data safely. Right now, most clinical and operational staff aren’t taught the

Read More »
Uncategorized
Aristotle Marketing Team

Beyond Compliance: How Healthcare Teams Can Build a Better Data Culture

The frameworks that govern clinical information,  HL7, ICD-10, SNOMED, matter. But they’re only one part of what makes data usable, safe, and trustworthy. Compliance doesn’t cover everything. Especially when your organisation’s data is spread across dozens of systems that fall outside the usual health informatics scope. Staffing tools, research portals,

Read More »
Uncategorized
Aristotle Marketing Team

80% of Your Data Team’s Time Is Wasted: It’s Time to Fix That

Data teams are hired to solve problems, build models, and unlock insights. But in most organisations, that’s not where they’re spending their time. Too often, they’re stuck cleaning up messes, chasing down missing files, reconciling inconsistent sources, and piecing together context that should have been documented right from the start.

Read More »
Uncategorized
Aristotle Marketing Team

Why Most Metadata Tools Stop Short (and What to Do About It)

Metadata tools have become table stakes for organisations that care about data governance. But here’s the problem: most of them only work on the systems you already know about. And if your metadata strategy only sees what’s already documented, you’re not managing your data, you’re managing an illusion of it.

Read More »
Uncategorized
Aristotle Marketing Team

Do You Know Where All Your Data Is? The Hidden Risks of Shadow Data

At first glance, it’s easy to assume you’ve got a handle on your organisation’s data landscape. You know what’s in your CRM. You know what’s flowing through your data warehouse. You’ve got dashboards full of KPIs. But what about the LinkedIn engagement metrics sitting in your marketing team’s spreadsheets? Or

Read More »