ORI

10/09/2026

🤔 If you’ve ever wondered, “How do I annotate an object detection dataset from start to finish?” you’re in luck. Voxel51 Founding ML Engineer Eric Hofesmann walks you through the process—from bounding boxes to Agentic Labeling.

Even better, in this eco-friendly example he spots and sorts recyclables hiding in overhead drone imagery of trash on the ground.

▶️ See how he goes from loading 10 images into to building a label schema, drawing bounding boxes in the Annotate tab, and computing CLIP embeddings for every label patch. How’s that for finding a needle in a haystack? 🪡

How do I annotate an object detection dataset from start to finish?...

10/08/2026

When critical information is delayed, siloed, difficult to trust, or disconnected from workflows, command and control teams can’t move fast enough to combat evolving risks.

Move federal missions from fragmented data to faster, more confident decisions with ORI: https://bit.ly/3TMNfhi

Gain Command & Control Advantage with vetted, best-in-class technologies across the data-to-decision pipeline with:

🔸 -assisted course of action development
🔸 Common operational picture and mission dashboarding
🔸 Sensor-to-decision acceleration
🔸 Human-in-the-loop decision support
🔸 Secure mission deployment

10/07/2026

Congratulations to ! has been named to Fast Company’s 2026 Next Big Things in Tech list!🏆

SeekrFlow is honored in the Established Excellence category for making explainable and defensible for enterprises and government agencies that need to deploy AI on their own data, in their own environment, while showing the reasoning behind every decision.

And who doesn’t want that? Read the full announcement and let’s connect on how the end-to-end SeekrFlow platform can help you build, govern, and deploy trusted AI:

SeekrFlow honored for bringing explainable, defensible, and sovereign AI to the high-stakes decisions enterprises and government agencies need to make, verify, and defend  RESTON, Va.—October 6, 2026— Seekr, the leader in explainable and sovereign AI, today announced that SeekrFlow, its end-to...

10/06/2026

53% of executives are already using —but 40% worry it’s supplying incorrect information and 32% want more transparency about the data behind it.

In this Forbes article, CEO Pat Condo cautions against asking users to trust without proper evidence.

“For AI to be trusted, you have to be able to account for four things behind every answer: the data it learned from, the context it was given, the model that produced it, and the actions an agent took on it … Provenance and lineage have to run through all four.”

https://bit.ly/474vywM

10/05/2026

How AI-ready are you? ~90% of organizations are increasingly focused on and data and analytics, but 1 in 3 questions the accuracy of outputs.

➡️ Complete your complimentary Maturity Assessment to measure your readiness: https://bit.ly/4yH29EX

In partnership with Qlik and BARC, ORI is offering a free, personalized report that scores your capabilities and benchmarks you against industry peers. In under 10 minutes, get a clear picture of:

✅ Where you stand
✅ Where gaps exist
✅ How to close them to align your team on priorities and adopt AI best practices faster

10/02/2026

demands a security posture that keeps pace with the evolving threat landscape without pulling you away from your core mission. Defense-in-depth makes that possible by layering safeguards across the cybersecurity stack so that if one fails, the next still holds.

On 10/15, leaders from , Amazon Web Services, and Upwind Security will share practical steps for coordinating layers of protection from source to runtime in the age of AI. You'll learn:

✔️ Where your organization is exposed across its cybersecurity stack
✔️ What tools, policies, and processes will keep you secure
✔️ What a best-in-class defense-in-depth architecture looks like

Save your seat: https://bit.ly/47wrNAg

10/01/2026

It’s time to face facts. Doing nothing is costing you. Because the most expensive line in your data budget is the one you can’t see. 💸

Rather than letting your data platform default to “let’s wait” or “we’ll modernize next year,” consider how much it’s costing you to stand still:

1. Ingest compute
2. Storage
3. Query compute
4. Tool consolidation
5. Engineer time

Qlik’s new ROI Calculator takes these 5⃣ inputs + your actual numbers and returns 1⃣ annual figure: the price of next year.

Run the calculator, see the number, and move the conversation from “let’s defer” to “let’s do it.” https://bit.ly/46RbZrJ

09/30/2026

It’s not often that orgs deliver such measurable proof on their promises—and in short time. 's coalition has publicly disclosed its 1st set of findings: 14 “silent” vulnerabilities all across Java projects, including 1 critical and 1 high.

🪲 These bugs were previously fixed in open source projects but never received CVEs, leaving older versions exposed and invisible to scanners. Each now has an advisory on the public VEX feed, a free patch in GitHub repo, and a remediated artifact in .

Dig into this 1st release with SD Times: https://bit.ly/4hn1PFk

And read more about Athena's disclosure process at https://bit.ly/4hEOaIF

Athena begins disclosing AI-discovered vulnerabilities, with patches, advisories, and remediated Java artifacts available to defenders today.

09/29/2026

As fiscal year 2026 comes to a close, ORI's September Newsletter celebrates our 5-year anniversary as a AND the official launch of our redesigned website www.ORIresults.com! In this latest issue, explore:

🔸 How to kick off FY2027 with a clear picture of your by claiming your complimentary, personalized AI Maturity Assessment (from ORI, Qlik, and BARC)
🔸 Our “do's and don'ts” for FY2027, as conversations shift from potential benefits to operational risks
🔸 How ORI, , and ’s APPWISE changes the rules for AI-enabled and decision support
🔸 Why an open source security expert puts its own supply chain security in ’s hands
🔸 5 ways guardrails may actually be hindering innovation
🔸 A double dose of in-person U.S. Navy and U.S. Marine Corps events + upcoming live and on-demand webinars

Read & subscribe: https://bit.ly/4AFA16m

As fiscal year 2026 comes to a close this week, there’s no better time to reflect on the lessons of the past and look ahead to what’s next on the horizon. For ORI, this is an especially exciting time, as we celebrate two milestones: the five-year anniversary of our strategic evolution into a con...

09/28/2026

coding assistants are pulling open-source packages, libraries, and container images into enterprise codebases faster than security teams can review them—and the resulting dependency sprawl is widening the attack surface for software supply chain attacks.

CISO Quincy Castro sat down with VentureBeat to discuss combating the expanding malware risk with secure-by-default open source and verified provenance:

AI coding tools are accelerating dependency sprawl, exposing enterprises to malware, transitive dependency risk and software supply chain attacks.