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Future-Proof Your Firm’s AI Technique: How a Robust Information Basis Can Set You Up for Sustainable Innovation

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Future-Proof Your Firm’s AI Technique: How a Robust Information Basis Can Set You Up for Sustainable Innovation


The accelerated tempo of innovation has given enterprise leaders whiplash the previous few years, and it’s been difficult to maintain up with the flurry of recent capabilities coming into the market. Simply when firms suppose they’re forward of the sport, a brand new announcement threatens to splinter consideration and derail progress. That has triggered the C-Suite to suppose extra long run with their digital methods, and bolster their capability for sustainable innovation.

The idea of sustainable innovation is completely different from sustainability itself (which frequently offers with local weather affect), and is as a substitute a recognition that rising know-how requires the suitable ecosystem to thrive. In different phrases, digital transformation isn’t nearly buying know-how out there now, it is also about establishing a robust information basis to be in place to accumulate no matter know-how comes subsequent. That basis is the basis of innovation itself, and it permits firms to construct an analytics mannequin on high (with AI baked-in) to present insights that drive change. This type of setting is usually the genesis for the well-worn precept of “Fail Quick. Study Quick.” as a result of it provides area for groups to experiment and check new concepts.

Because the hype round AI and GenAI turns from experimentation to execution, firms are future-proofing their investments by creating a sturdy, well-architected information layer that’s accessible, organized, and structured to resist the check of time.

Addressing the Information Hole

Whereas the sexier customer-facing tech tends to seize all of the headlines, it’s the information analytics behind the scenes that’s the actual workhorse of AI/GenAI. Most leaders perceive this by now, however AI packages and information gathering efforts can nonetheless run parallel to one another, whereby information is massed in a single location earlier than it’s fed into AI packages. As an alternative of taking a look at your information program and AI/GenAI processes as two separate initiatives, the 2 efforts have to be linked to make sure information is organized correctly and able to be consumed. Which means, whereas there could also be huge quantities of knowledge out there, leaders want to think about how a lot of it’s readily usable for driving their AI tasks. The fact is, not a lot. In a approach, organizations are duplicating efforts by conserving information and AI aside, and aligning them nearer collectively generally is a key differentiator when it comes to enhancing effectivity, decreasing prices, and streamlining operations.

In line with BCG, firms which have invested the time in merging their information and AI packages from the start have skilled outsized development in comparison with their friends. In any case, firms can’t have AI improvement with out fixing information first, and leaders are pulling away from the pack by utilizing their more experienced capabilities to higher ideate, prioritize, and guarantee adoption of extra differentiating and transformational makes use of of knowledge and AI. In consequence, firms which have linked information to AI improvement have 4 instances extra use circumstances scaled and adopted throughout their enterprise than laggards in information and AI, and for every use case they implement, the common monetary affect is 5 instances higher.

To Strenghten Your Information Basis, Begin By Asking a Few Key Questions

Bear in mind, the flexibility to raise and shift information (whether or not on-site or by way of cloud migration) shouldn’t be the identical as making it AI-ready. To make sure that information is ready to be consumed (i.e. capable of be analyzed for AI-insights), firms must first take into account a number of necessary questions:

  • How does our information align to particular enterprise outcomes? AI fashions want curated, related, and contextualized information to be efficient. Within the early phases, firms ought to change their mindset from how information is acquired/saved, to how it is going to be used for AI-driven decision-making inside particular capabilities. When firms architect particular use circumstances whereas storing and organizing their information, it may be extra simply accessible when it comes time to develop new processes like AI, GenAI, or agentic AI.
  • What roadblocks are in our approach? When McKinsey surveyed 100 C-Suite leaders in industries the world over, virtually 50% had issue understanding the dangers generated by digital and analytics transformations – by far the highest risk-management ache level. In a rush to begin producing outcomes, firms can typically sacrifice technique for pace. As an alternative, leaders must fastidiously research all angles, suppose into the longer term, and attempt to mitigate any potential for threat.
  • How can we optimize our information for elevated effectivity? As the necessity for information intensifies, it’s widespread for managers to placed on blinders and solely deal with their very own division. Such a siloed pondering results in information redundancy and slower data-retrieval speeds, so firms must prioritize cross-functional communications and collaboration from the start.

 4 Greatest Practices for Creating a Robust Information Basis

Firms that spend money on their information layer right now are setting themselves up for long-term AI success sooner or later. Listed below are 4 greatest practices to assist future-proof your information technique:

1. Guarantee Information High quality and Governance

  • Set up information lineage, metadata administration, and automatic high quality checks
  • Leverage AI-powered information catalogs for higher discoverability and classification
  • Simplify information administration to make sure seamless governance of structured and unstructured information, machine studying (ML) fashions, notebooks, dashboards, and recordsdata

A great instance of an organization that actively makes use of AI to make sure information high quality and governance is SAP, which integrates ML capabilities inside its information administration suite to determine and rectify information inconsistencies, thereby enhancing total information high quality and upholding strong information governance practices throughout its platforms.

2. Strengthen Information Safety, Privateness, and Compliance

  • Implement Zero-Belief Safety by encrypting information at relaxation and in transit
  • Use AI-powered menace detection to determine anomalies and forestall breaches
  • Guarantee compliance with world rules like GDPR and CCPA, and automate reporting/audits utilizing AI

One firm that’s doing progressive issues within the digital provide chain and third-party threat administration is Black Kite. Black Kite’s intelligence platform rapidly and cost-effectively supplies intelligence into third events and provide chains, prioritizing findings right into a simplified dashboard that threat administration groups can simply devour and shut crucial safety gaps.

3. Discover Strategic Partnerships

  • Consider your personal superior analytics capabilities and research how current information performs
  • Search out companions that may combine AI, information engineering, and analytics into one easily-managed platform

Some cloud-based associate options that may assist construction information for AI success are: (a) Databricks, which integrates with current instruments and helps companies construct, scale, and govern information/AI (together with GenAI and different ML fashions); and (b) Snowflake, which operates a platform that permits for information evaluation and simultaneous entry of knowledge units with minimal latency.

4. Foster a Information-Pushed Tradition

  • Democratize information entry by implementing self-service AI instruments that use pure language querying (NLQ) to make information insights accessible
  • Upskill workers in AI & information literacy, and prepare groups in AI, GenAI, and different information governance processes
  • Encourage collaboration between information scientists, engineers, and enterprise groups to facilitate information sharing and generate extra holistic insights

A major instance of an organization that actively fosters a data-driven tradition closely reliant on AI is Amazon, which makes use of buyer information extensively to personalize product suggestions, optimize logistics, and make knowledgeable enterprise selections throughout their operations, making information a central pillar of their technique.

Constructing a Information Basis for the Future

In line with a current KPMG survey, 67% of enterprise leaders anticipate AI to basically remodel their companies throughout the subsequent two years, and 85% really feel like information high quality would be the greatest bottleneck to progress. Which means it’s time for an enormous re-think about information itself, focusing not simply on storage, however on usability and effectivity. By getting their information foundations so as now, firms can future-proof their AI investments and place themselves for ongoing, sustainable innovation.

Tips on how to Enhance Okta Safety in 4 Steps

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Tips on how to Enhance Okta Safety in 4 Steps


Mar 18, 2025The Hacker InformationAuthentication / Identification Safety

Tips on how to Enhance Okta Safety in 4 Steps

Whereas Okta offers strong native safety features, configuration drift, identification sprawl, and misconfigurations can present alternatives for attackers to search out their method in. This text covers 4 key methods to proactively safe Okta as a part of your identification safety efforts.

Okta serves because the cornerstone of identification governance and safety for organizations worldwide. Nevertheless, this prominence has made it a primary goal for cybercriminals who search entry to beneficial company identities, functions, and delicate knowledge.

Whereas Okta offers strong native safety features and really helpful greatest practices, sustaining correct safety controls requires fixed vigilance. Configuration drift, identification sprawl, and misconfigurations can present attackers a method into Okta and different apps if left unchecked.

This text covers 4 key methods Nudge Safety can assist you proactively safe Okta as a part of your efforts to harden your identification safety posture.

1. Steady Configuration Monitoring

Even when you’ve got enabled the entire native safety features in Okta and adopted their safety greatest practices pointers, configuration drift can occur over time.

As a part of its complete SaaS safety posture administration capabilities, Nudge Safety repeatedly displays your Okta setting and alerts you for those who’ve drifted away from safety greatest practices or if the native safety features usually are not enabled. You will be alerted to configuration dangers like:

  • Extreme session lifetime limits
  • Disabled menace detection performance
  • Lacking conduct detection settings
  • Disabled menace insights performance

2. Identification Danger Detection

As roles and duties change and customers be part of and depart the group, you’ll be able to find yourself with forgotten accounts and customers with admin privileges which can be now not applicable. Nudge Safety repeatedly scans for these dangers and notifies you of findings like:

  • Inactive privileged accounts
  • Admin accounts with weak or lacking MFA
  • Admin sprawl
  • Former workers with lingering entry
  • Inactive accounts and people who have by no means logged in

3. Guarantee Safe Entry to Okta

Given Okta’s vital position in securing entry to enterprise crucial programs, attackers know that if they’ll acquire entry to Okta, they’ll usually make their method into different programs with beneficial knowledge. Nudge Safety helps keep correct Okta account safety by repeatedly:

  • Making certain MFA is required for enrollment
  • Imposing robust password insurance policies
  • Discovering OAuth grants and API tokens that grant entry to Okta
  • Detecting logins from a number of Okta customers from the identical system

4. Streamlined Remediation

It is one factor to get alerted of safety gaps, however yet one more to make sure they’re resolved. And, prioritization is crucial to make sure that essentially the most important dangers are mitigated first. When safety points are detected, Nudge Safety does not simply increase alerts – it allows environment friendly decision by means of:

  • Danger-based prioritization of findings
  • Detailed context and really helpful actions for every discovering
  • Automated remediation workflows that interact the suitable stakeholders
  • Progress monitoring on remediation efforts

Take the Subsequent Step

Securing your Okta setting requires ongoing consideration and proactive administration. By implementing Okta safety greatest practices, organizations can higher shield their crucial identification infrastructure and scale back the danger of safety incidents.

Nudge Safety offers the continual monitoring, automated detection, and streamlined remediation capabilities wanted to take care of a robust safety posture for Okta and your different enterprise crucial SaaS apps.

Begin your free 14-day trial right here.

Discovered this text attention-grabbing? This text is a contributed piece from considered one of our valued companions. Observe us on Twitter and LinkedIn to learn extra unique content material we put up.



Introducing Trellis Affect 25 to usher within the subsequent part of sustainability

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Introducing Trellis Affect 25 to usher within the subsequent part of sustainability


The career of sustainability is altering. It at all times has been, although this second feels extra fraught than any earlier than it.

Sustainability professionals are being buffeted by countervailing forces: On the one hand, to speed up progress in decreasing emissions and in restoring or regenerating despoiled sources and ecosystems; on the opposite, to face down, or at the least talk much less, aware that the political winds are blowing fiercely towards company local weather motion and different sustainability initiatives. All this whereas delivering tangible advantages — monetary and in any other case — to their corporations.

That is hardly the primary difficult second in sustainable enterprise. I’ve been watching the career evolve for greater than 35 years, the final quarter-century with Trellis Group and its predecessor, GreenBiz. (For the previous decade, I’d written and revealed “The Inexperienced Enterprise Letter,” a month-to-month print subscription e-newsletter.) Certainly, this June marks 25 years because the web site GreenBiz.com went stay, a second for us to replicate on all that’s been — and all that’s but to return.

The 25-year curler coaster

Throughout that point all of us have weathered three recessions, a number of political swings, numerous technological breakthroughs, numerous international conflicts, fickle shoppers, impatient traders and a worldwide pandemic. To not point out frequently evolving language we use to explain who we’re and what we do, from environmental accountability and ESG to regeneration and resilience.

It’s been a rollercoaster trip: plenty of ups — and quite a lot of scary downs.

At Trellis, the runup to our twenty fifth anniversary has been a time to recalibrate our services to satisfy this second, with all its promise and peril. Final 12 months, for instance, we rebranded the corporate as Trellis Group and launched a vastly improved web site. We remodeled our seven weekly newsletters right into a single day by day providing: Trellis Briefing. We additionally recast our 17-year-old membership group for sustainability executives into Trellis Community, opening its numerous communities to anybody in a member firm who desires to take part.

Now we’re reimagining our occasions, too.

Beginning this fall, three of our occasions — GreenFin, Bloom and VERGE — will come collectively as a single, multifaceted occasion: Trellis Affect, in San Jose, Calif., Oct. 28-30. Beginning subsequent 12 months, Trellis Affect will add Circularity to the combo and the occasion will relocate to San Francisco’s Moscone Middle in early summer season — June 23-25, 2026. GreenBiz, our flagship occasion, stays as is, again in Phoenix on Feb. 17-19, 2026.

It’s a giant change for us — and for you — and displays plenty of tendencies.

At first is the conclusion that the main focus of those 4 occasion manufacturers — decarbonization, the round economic system, biodiversity, and the finance to pay for all of it — can now not be seen as discrete subjects however as inextricably linked. Addressing them in a single, built-in occasion will allow our neighborhood to extend each particular person and collective influence.

Furthermore, we’ve heard from our neighborhood that sustainability professionals want fewer occasions, no more, given the vicissitudes of journey budgets and time away from dwelling — and, after all, one’s carbon footprint. And that by bringing 4 occasions underneath one roof we are going to allow their groups to extra simply be taught and share collectively about subjects, tendencies and applied sciences that minimize throughout a number of departments and remits.

We imagine that Trellis Affect will likely be match for function for the years forward, a extra holistic view of the sustainability options all of us must go additional, quicker throughout this decisive decade to chop carbon emissions.

Make it greater: Addressing sustainability challenges in live performance

All of it brings to thoughts one thing referred to as the Eisenhower Precept.

Dwight D. Eisenhower, the thirty fourth U.S. president, embellished five-star normal and World Conflict II hero, thought of himself an professional downside solver. He as soon as defined, “Every time I run into an issue I can’t remedy, I at all times make it greater. I can by no means remedy it by making an attempt to make it smaller, but when I make it large enough, I can start to see the outlines of an answer.”

That’s a becoming prescription for at this time’s world, which has been variously described as a “polycrisis” (crises that work together in order that the entire is extra overwhelming than the sum of its components) or “permacrisis” (a world lurching from one unprecedented occasion to a different) — or, most definitely, each. Somewhat than sort out every sustainability problem individually, we imagine it may be extra impactful to “make it greater,” addressing them in live performance.

And that by doing so we can assist unlock newfound synergies and new enterprise alternatives for corporations and their prospects, accelerating the constructive impacts all of us search.

swift – Is there a supported strategy to conceal push notifications and course of payload payloads silently in iOS (even when the app is in background or terminated)?

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swift – Is there a supported strategy to conceal push notifications and course of payload payloads silently in iOS (even when the app is in background or terminated)?


I am growing an iOS app that receives broadcast push notifications. For sure person preferences, I have to silently seize the payload (for instance, to insert knowledge right into a database) with out displaying any notification UI to the person.

Initially, I tried to make use of the com.apple.developer.usernotifications.filtering entitlement to intercept and conceal notifications. Nonetheless, Apple didn’t approve this entitlement, and as a substitute, they suggest utilizing background fetch or background processing. The problem with these options is that—since our push messages are broadcast—the ensuing server calls for each message might create vital visitors and cargo on our servers.

To summarize, my necessities are:

Silently course of push notifications: The payload ought to be captured and dealt with with none alert, banner, or sound, no matter whether or not the app is working, within the background, or terminated.
Keep away from extreme server load: I would like a mechanism that doesn’t pressure a server name for each broadcast message.

I’ve additionally experimented with configuring silent push notifications utilizing the content-available flag as proven under:


{
  "aps": {
    "content-available": 1,
    "alert": "",
    "sound": ""
  },
  "customData": {
    // extra payload knowledge
  }
}

Whereas silent pushes (with content-available: 1) work in some instances, their supply is just not assured when the app is terminated, and iOS could throttle these pushes based mostly on system situations.

My questions are:

1. Is there any formally supported technique or workaround that permits intercepting and suppressing the UI for push notifications (i.e., “hiding” them) in order that the payload will be processed silently—even when the app is within the background or terminated?
2. If not, what are the really useful finest practices for dealing with such a state of affairs whereas minimizing server load for broadcast notifications?

Any insights, different design patterns, or workarounds that may assist obtain this performance can be drastically appreciated.

Crypto Platform OKX Suspends Device Abused by North Korean Hackers

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Crypto Platform OKX Suspends Device Abused by North Korean Hackers


Cryptocurrency platform OKX has introduced the short-term suspension of its Decentralized Change (DEX) aggregator software.

This resolution comes on the heels of coordinated assaults by sure media retailers and unsuccessful makes an attempt by the infamous Lazarus Group—a hacking entity linked to North Korea—to take advantage of OKX’s DeFi providers.

Background on the Lazarus Group

The Lazarus Group is a complicated hacking outfit, believed to be sponsored by the North Korean authorities.

Identified for his or her high-profile cyberattacks, they’ve been concerned in quite a few international hacks focusing on monetary establishments and crypto platforms to generate income for the regime.

Their strategies typically contain phishing scams, social engineering, and exploiting vulnerabilities in software program.

In response to those threats, OKX is taking swift motion to reinforce its safety infrastructure.

The short-term halt of the DEX aggregator is a part of a broader technique to implement new safety features and handle “incomplete tagging” on blockchain explorers—a technical situation that may complicate the monitoring of suspicious transactions.

Regardless of this short-term measure, OKX emphasised that its pockets providers will stay absolutely operational for all prospects.

Nevertheless, new pockets creations can be paused in choose markets throughout this era, as the corporate works to fortify its defenses towards potential misuse.

Assertion from OKX

In an announcement posted by OKX on platform, X, the corporate defined, “We’re quickly pausing our DEX aggregator to deal with incomplete tagging on blockchain explorers whereas we additionally roll out new safety features.

That is to deal with the current coordinated assaults by media, together with unsuccessful efforts by the Lazarus group to misuse our DeFi providers.

Pockets providers will stay accessible to all prospects. Nevertheless, we are going to pause new pockets creation in choose markets throughout this time.”

This transfer highlights the continuing cat-and-mouse recreation between crypto platforms and malicious actors.

As cybersecurity threats evolve, firms like OKX should regularly adapt and innovate to guard customers and keep belief within the quickly increasing crypto ecosystem.

The measures taken by OKX reveal a proactive strategy to addressing vulnerabilities earlier than they are often exploited, a technique that different firms within the sector can also take into account.

Within the coming weeks, OKX will probably give attention to enhancing its safety framework to stop related incidents sooner or later.

The platform’s efforts to improve its methods and collaborate with blockchain explorers to enhance transaction tagging can be essential in deterring malicious actions.

This saga underscores the necessity for fixed vigilance and collaboration throughout the crypto neighborhood to thwart refined cyber threats.

Because the cryptocurrency market continues to develop, the significance of sturdy safety measures will solely improve, making proactive steps like these taken by OKX more and more important.

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