100 new options. 20 new integrations. 2 huge product launches. A primary of its type buyer convention. At Atlan, 2023 was the 12 months of constructing the long run, with knowledge groups which might be envisioning it. And we couldn’t be extra excited to recap the 12 months, so let’s get began.
The First AI Copilot for Information Groups
Generative AI modified the know-how panorama in 2023 and each knowledge group began enthusiastic about the methods wherein they may use AI to change into extra productive.
Armed with learnings from once we had been a knowledge group, we seized the chance to make the lives of people of knowledge higher with Generative AI. In April 2023, we referred to as for a company-wide AI hackathon, sourcing concepts for the way forward for knowledge catalogs and knowledge governance.
Two months later, in June 2023, we launched Atlan AI. By partnering with Microsoft and utilizing Azure OpenAI Service, Atlan was the primary to carry AI superpowers to knowledge catalogs, main a wave of AI innovation for knowledge governance.
Make your group love documentation with Atlan AI
Within the outdated world, everybody uncared for documentation, blocking companies from trusting knowledge and making sooner, higher selections. Atlan AI brings an finish to the ache by auto-generating descriptions for a variety of knowledge belongings in Atlan. All knowledge producers need to do is overview, edit, and publish.
After 6 months of testing with clients beneath a closed preview, we’ve seen Atlan AI’s description strategies shine with an acceptance price of 60%, giving people of knowledge extra time to work on business-critical initiatives.
Clarify lineage transformations with Atlan AI
Lineage simplifies transformations by taking complexity away, exhibiting relationships between knowledge belongings. However when a knowledge analyst needs to dive deeper into how and why a knowledge asset was reworked, the method of parsing by means of complicated SQL queries can take hours. However not anymore.
Atlan AI helps knowledge analysts and engineers perceive complicated lineage transformations by explaining what’s happening in pure language.
It’s not an exaggeration to say that knowledge catalogs and knowledge governance are altering without end, and for the higher, due to AI.
The Way forward for Information Governance
In 2023, we hosted a primary of its type group convention on trendy knowledge governance — Re:Govern. Almost a thousand people of knowledge got here collectively to listen to visionary knowledge leaders, from corporations like Nasdaq, Fox, Autodesk, Elastic, and HelloFresh, speak about their methods and playbooks for contemporary knowledge governance.
If there was just one key takeaway from Re:Govern, it will be this: the way forward for knowledge governance will look very completely different from its previous.
Amy Raygada (Swiss Market Group) and Mark Kidwell (Autodesk), shared their visionary approaches to constructing a knowledge mesh. Takashi Ueki (Elastic) make clear constructing automating belief by means of knowledge contracts. And Mihir Modi (FOX) defined his imaginative and prescient for knowledge merchandise and AI in knowledge governance.
Information groups are forsaking the outdated world of handbook, siloed, one-size-fits-all approaches for a brand new world the place automation & AI, collaboration, and adaptability are key to success.
That’s why, in 2023, we began innovating in the direction of a future the place knowledge mesh involves life, AI is embedded in our workflows, and handbook, conventional governance is automated. With that, Let’s recap 2023’s knowledge governance updates:
Carry your knowledge mesh to life with Atlan Mesh
Atlan Mesh is the primary ever native knowledge mesh expertise in a knowledge catalog. It’s an expertise that caters to knowledge customers and improves their understanding of the information property. Right here’s how:
- Information merchandise as first-class residents: Treating knowledge as a product requires a local answer, not workarounds. Information merchandise can now be created & curated natively in Atlan, inside a brand-new residence for simple, context-rich discovery for enterprise customers.
- Devoted areas for federated domains: With Atlan Mesh, every area will get its group’s personal workspace and touchdown web page to deal with curated knowledge merchandise and documentation for knowledge customers.
- Enterprise lineage: Historically, lineage has been a technical software for knowledge producers to know influence and discover root causes. Atlan Mesh introduces enterprise lineage for knowledge customers, who need to perceive the provenance, not the technical structure, behind how knowledge merchandise are created to information utilization selections.
- Information contracts: To assist the creation of knowledge merchandise and proactively bridge the hole between knowledge producers and customers, we launched a brand new imaginative and prescient for knowledge contracts in Atlan.
We’ve already began rolling out Atlan Mesh to the primary few clients, who will likely be part of the Atlan Mesh Advisory Council, and we’re excited to construct the way forward for federated, versatile knowledge governance collectively.
Handle compliance in a single residence with Tag Administration
As the trendy knowledge stack continues to evolve, knowledge groups want to make sure the correct individuals have the correct entry to the correct knowledge. This includes figuring out delicate knowledge and defending it with the correct entry controls, whereas serving trusted knowledge to knowledge customers.
To unravel this problem, we launched Tag Administration — a brand new approach on your knowledge group to handle compliance and safety — and have become one of many first Snowflake knowledge governance companions to allow bi-directional tag sync between Snowflake and Atlan.
Tag Administration lets you:
- Create tags natively or import tags from instruments like Snowflake into Atlan
- Classify knowledge belongings with tags at scale utilizing Atlan’s Playbooks
- Sync tag updates in Atlan again to knowledge sources like Snowflake
With Atlan’s Tag Administration for Snowflake, our group could have one central residence to handle tags. Bi-directional tag sync will empower our knowledge producers to tag belongings the place they work and allow our platform group to handle tags and permissions seamlessly.”
Roi Levoso Fernandez, Information Engineering Supervisor, Taxfix
Perceive influence and optimize prices with Reputation & Utilization metrics
As a knowledge chief, you’re at all times seeking to get essentially the most out of your knowledge, whereas controlling prices. However you want visibility into who’s truly utilizing what knowledge wherein instruments.
In 2023, we launched Reputation & Utilization for 4 connectors — Snowflake, Databricks, Energy BI, and Redshift — giving knowledge groups the power to:
- Uncover essentially the most or least used belongings by sorting by reputation
- Perceive reputation in lineage with reputation indicators & pop-ups
- See who’s utilizing knowledge with High Customers and Current Customers
- Optimize the information property with Widespread, Sluggish, and Costly queries
With the launch of Reputation and Utilization for Snowflake, Mistertemp, a frontrunner in recruitment and short-term work primarily based in France, deprecated 50% of unused Snowflake tables and over 60% of their Looker belongings:
Every little thing downstream modified. We had been capable of see each present connection in Fivetran. We may see what was truly used. We saved these, and for every thing else, we’d disconnect.”
David Milosevic, Head of Information & Analytics, Mistertemp
The Period of Lively Metadata
Lively metadata has at all times been core to Atlan’s platform, and in 2023, we noticed it turning into the middle of knowledge estates throughout industries and companies too.
This 12 months, we had 20 new knowledge leaders, from companies like Docker, Purple, and Datacamp, be part of the Lively Metadata Pioneers membership — a visionary group that’s pushing the boundaries of metadata ahead by making energetic metadata a precedence. And to shut out the 12 months, in November 2023, G2 launched its first Lively Metadata Grid Report, pushed by critiques from actual customers, with Atlan being the one chief within the class.
With that, let’s recap 2023’s energetic metadata developments:
Don’t go breaking my coronary heart dashboards with Metadata CI/CD
Affect evaluation is a tiring, time consuming, and disheartening course of for knowledge engineers. However with out it, one small change may break 1000’s of dashboards. What if influence evaluation might be proactive and preventative, as a substitute of reactive and handbook? Say whats up to Metadata CI/CD.
With integrations for GitHub and GitLab, Metadata CI/CD robotically surfaces impacted belongings proper within the knowledge producer workflow. This implies knowledge engineers don’t need to manually verify influence and enterprise customers can belief their dashboards, which break much less typically.
After its launch, Metadata CI/CD helped a knowledge group on Atlan understand that the request for a column identify change may influence greater than 1,000 business-critical dashboards.
Atlan has been an important assist. We now not need to depend on these paperwork, and we’re capable of do influence assessments on the click on of a button.”
Nestor Jarquin, International Information & Analytics Lead, Aliaxis
Bringing metadata to everybody’s favourite software: spreadsheets
There’s one knowledge software that has stood the take a look at of time: Excel.
In 2023, we launched and upgraded our integrations with Microsoft Excel and Google Sheets to allow new use instances:
- Speed up documentation by enriching metadata at scale
By importing knowledge belongings from Atlan into Excel or Sheets, now you can doc descriptions, certificates, house owners, tags, and bulletins on your column belongings utilizing spreadsheet flexibility and sync the metadata updates to Atlan with a single click on.
- Construct belief and maintain finish customers knowledgeable with influence evaluation
Now you can analyze influence sooner by importing influence evaluation right into a spreadsheet and add bulletins to maintain finish customers knowledgeable.
Carry enterprise and knowledge collectively in Microsoft Groups
To create true company-wide adoption, you’ll want to meet your customers the place they work. That’s why Atlan now integrates with Microsoft Groups. Now you can speed up your knowledge and enterprise initiatives with higher, cross-functional collaboration round knowledge.
Atlan’s integration with Microsoft Groups lets you:
- Share knowledge belongings & ask knowledge questions in a Microsoft Groups channels with out leaving Atlan
- Hyperlink important, context-rich Microsoft Groups threads to Atlan belongings
- Get notifications & alerts in chosen Microsoft Groups channels
Push the boundaries of metadata with Webhooks and new Python and Java SDKs
Making ready your knowledge property and group for mission-critical knowledge initiatives, like AI fashions, wants a platform strategy to metadata. From event-driven metadata use instances like alerting to derived metadata use instances like Information as a Product scoring, knowledge groups are making the way forward for metadata come to life with this 12 months’s extensibility enhancements.
In 2023, we launched the Java and Python SDKs, enabling knowledge groups to construct customized energetic metadata use instances like:
- Governance reporting: Measure the success your governance initiatives by automating metadata enrichment reviews.
- Customized connections: Join Atlan to your enterprise homegrown programs to allow end-to-end discovery and lineage.
- Derived metadata: Create customized metadata equivalent to a “Metadata Completeness Rating” or “Information as a Product Rating” by analyzing metadata enrichment.
- Metadata migration: Robotically migrate all of your present metadata out of your legacy knowledge catalog to Atlan.
Together with Python and Java SDKs, we additionally launched assist for Webhooks in 2023 — opening up the world of event-driven metadata use instances.
Webhooks permit you to monitor occasions taking place in Atlan, obtain notifications to a URL of your alternative, and take motion instantly. For instance, you’ll be able to create a webhook to ship notifications to your e-mail tackle or collaboration app, like Slack or Microsoft Groups, when a time period is up to date or an asset is tagged.
The chances are actually infinite and we’re excited to see the way forward for energetic metadata, constructed not by Atlan, however by knowledge groups all over the world.
A Collaboration to Ship Trusted Information
With each software within the trendy knowledge stack turning into more and more siloed, the people of knowledge have gotten siloed as properly.
Information customers, who dwell in BI instruments, don’t have visibility into the upstream pipeline world of knowledge producers. So when issues go mistaken, they’re typically the final to know. And knowledge producers don’t know the way their code modifications are breaking downstream dashboards.
This 12 months, we launched native, out-of-the-box connectors for 18 new instruments, overlaying areas like Information High quality, Information Observability, Information Orchestration, and Enterprise Intelligence, to carry the world of knowledge producers and customers nearer collectively. Let’s recap 2023’s key integrations.
All-New Partnerships with Information High quality Instruments
Almost 75% of the time, when issues go mistaken, enterprise stakeholders are the primary to determine knowledge points. It doesn’t need to be this manner. Information high quality is a elementary sign into knowledge belief, but it surely wants to fulfill enterprise customers the place they work, together with the correct metadata context.
That’s why, in 2023, we launched two new out-of-the-box integrations with leaders within the Information High quality and Observability market: Monte Carlo and Soda.
Monte Carlo x Atlan
With Monte Carlo and Atlan, companies can acquire an up-to-date understanding of their knowledge well being, construct belief in knowledge, and assist revolutionary new methods to strategy distributed knowledge infrastructure. The native Monte Carlo integration provides you the power to:
- Uncover Monte Carlo incidents and displays in Atlan with Monte Carlo-specific filters.
- Democratize Monte Carlo’s knowledge high quality indicators wherever enterprise customers work with Atlan’s Chrome extension.
- Speed up root trigger and influence evaluation by means of Monte Carlo incidents being surfaced in Atlan’s column-level lineage.
With Monte Carlo and Atlan, we will catch knowledge incidents early on, and supply everybody with clear visibility into the present standing of knowledge accuracy. This has been important for the manager group to have faith we will ship on our promise of dependable, reliable knowledge.“
Michael Weiss, Senior Director of Product Administration (NAM, Information Entry and Analytics), NASDAQ
Soda x Atlan
Atlan and Soda’s native integration supplies knowledge groups with an intuitive and complete platform to seek out, belief, and use the correct knowledge. The native Soda integration provides you the power to:
- Uncover Soda knowledge high quality metrics and ends in Atlan.
- Inform knowledge customers of knowledge points earlier than they make selections by highlighting Soda’s verify ends in Atlan’s Chrome extension.
- Speed up root trigger and influence evaluation by means of Soda checks being surfaced in Atlan’s column-level lineage.
BI Connectors for Enterprise Adoption
To drive adoption of your knowledge catalog platform and knowledge governance initiatives, you’ll want to meet enterprise customers the place they work: in BI instruments. In 2023, we launched native, out-of-the-box connectors for six new BI instruments to assist knowledge groups drive company-wide adoption:
- Sigma
- Qlik Sense
- Amazon Quicksight
- MicroStrategy
- Thoughtspot
- Sisense
These BI connectors allow companies to:
- Construct a verified, single supply of reality for BI belongings by enabling discovery and documentation of BI belongings in Atlan.
- Allow proactive influence evaluation of downstream dashboards and use instances by connecting BI belongings to upstream warehouse, ELT, and supply belongings with cross-system lineage.
- Construct belief in knowledge by surfacing belief indicators from knowledge high quality, observability, and orchestration instruments.
I’ve had at the least two conversations the place questions on downstream influence would have taken allocation of numerous sources. Then truly getting the work achieved would have taken at the least 4 to 6 weeks, however I managed to take a seat alongside one other architect and resolve that inside half-hour, saying ‘For those who’re altering the column identify or including an additional column, that is what it’s going to interrupt or influence.”
Karthik Ramani, International Head of Information Structure, Dr. Martens
Bringing ELT & Orchestration Context to the Enterprise
Operational metadata can carry highly effective context from pipeline processes for each enterprise customers and knowledge groups. In 2023, we invested in constructing native connectors to instruments that might assist reply this query: when a pipeline fails, how do you inform a enterprise consumer and assist a knowledge engineer discover the foundation trigger sooner? That’s why we constructed our first event-driven integration with Airflow and OpenLineage.
Airflow x OpenLineage x Atlan
In 2023, Airflow, OpenLineage, and Atlan partnered to construct an ecosystem of belief by making real-time pipeline observability a actuality. Right here’s how:
- Get a complete overview of your Airflow pipelines in Atlan by cataloging and documenting Airflow belongings, equivalent to DAGs and duties.
- Monitor and monitor your pipeline in a single residence with real-time operational metadata like activity run particulars and statuses.
Perceive influence of your Airflow pipelines by visualizing how Airflow DAGs and duties hook up with your knowledge belongings with cross-system lineage.
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Serious about knowledge governance? Chat with our group about your governance initiatives and the way Atlan may also help.
