Home
Login
Sign Up
Back to all groups Back to community
Home
Login
Sign Up
Ozgar.ai
Feed
Ozgar.ai
Feed
8 followers »

About

Ozgar.ai. The AI for Legacy Systems

Understand, Auto-Document and Revitalize your Legacy and Complex Applications!

Your dedicated AI, trained in your environment to understand complex unstructured codebases, generate documentation and visualizations, and deliver actionable insights for enginee Read more...rs and developers. Clarify for critical systems.

Breathe a New Life into your Legacy System
Without disrupting what already works, Ozgar becomes your AI-powered associate – trained to understand unstructured code, old legacy applications, and complex systems to empower your teams.

Decoding and Enhancing Legacy Systems is in our DNA
Backed by 25+ years of enterprise experience, Ozgar transforms your aging systems into a smart, searchable knowledge hub. Built with advanced AI, it helps solve daily challenges and creates a better working environment for your teams.

Address

1621 Central Ave, #9050
CheyenneWY82001
Click for Directions

Additional Links

https://ozgar.ai/
LinkedIn

More Details

Owners

Loring Kaveney
Robert Moratti
Sina Farahmand

Address

1621 Central Ave, #9050
CheyenneWY82001
Click for Directions
Fri, July, 24th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
Every time a client tells us what Ozgar changed for their team, it gives us more energy for the next step.

We hear about lower costs. Easier maintenance. Safer changes.

But one thing comes up more than the rest. It is also the reason we built Ozgar in the first place. And that's Onboarding.

A new engineer joins a system built over decades. To get an answer, they have to ask a person. Usually the same person. Usually the busiest one on the team. Sometimes  Read more...already counting down to retirement.

#Ozgar gives them another way. It connects code, data, jobs, documentation, and business logic into trusted context. The new engineer asks the question and gets the trusted answer. No waiting for someone's calendar to free up.

That was the goal from day one. Hearing clients name it as their biggest win tells us the goal was right.

New person joining your team this year? Let's talk about their first month Show less...
Delivered Read
Ozgar_Video_WithoutGraph_July22_Compressed.mp4
Uploaded MP4 Download original video
Attached files · 1
Ozgar_Video_WithoutGraph_July22_Compressed.mp4 39.88 MB
1
181
Fri, July, 17th 2026
  • View in page
Group Manager Ozgar.ai Ozgar.ai Announcement
BC:
A new blog article: The AI Bill No One Approved - posted into: Ozgar.ai
Delivered Read
Group: Ozgar.ai
The AI Bill No One Approved
ibmi.workoutloud.com A practical look at how unaccountable AI use quietly damages the business, and what technology leaders can do about it. In early 2026, Uber spent i...
1
109
Wed, July, 8th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
Two developers. Same AI. Same deadline. One is calm. The other is buried in notes, second-guessing, reworking yesterday's answer.

Easy to assume one wrote a better prompt. Or just tried harder.
It's neither.

The difference is what their AI is connected to.

One AI is pointed at just everything - live code beside dead code, current logic beside abandoned logic, right context mixed with wrong. It has to dig through the noise first, burns tokens doing  Read more...it, and still returns something confident that isn't always correct.

The other draws on trusted, source-linked context - the code, data, jobs, and business rules that actually matter. Less searching. Fewer tokens. Answers you can verify.

On IBM i, where decades of logic pile up, that gap decides the day.

So when your AI gets it wrong - is it the model? Or what it's connected to?

#IBMi #AIContext #Ozgar #ClarityForCriticalSystems Show less...
Delivered Read
1
33
Fri, June, 12th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
Where Ozgar Fits? Ozgar is that integration layer.

It is not an AI product. It does not generate code or suggest changes. It builds and maintains the system-level knowledge that AI tools and third-party applications need to do their jobs reliably – and it does this without requiring teams to refactor, restructure, or disrupt what already works.

Ozgar ingests your IBM i estate read-only:programs, jobs, data flows, business rules, interfaces, documentation. It  Read more...produces a living, connected picture of how your system actually works – across programs, not just within files. And it delivers trusted context to the tools your teams use, through secure, standards-based connections, with full enterprise deployment flexibility: on-premises, private cloud, or public cloud, using the LLM your organization chooses to trust.

This is what changes when Ozgar is in place:

- AI tools answer from your system, not from assumptions
- Knowledge stays in-house and grows more complete over time
- Token costs drop because context is precise, not brute-force
- Compliance and data protection requirements are met by design
- No single AI vendor owns your workflows or your context

The AI tools your team wants to use are not the risk. The missing foundation is the risk. Ozgar is that foundation. Show less...
Delivered Read
Ozgar Insights - Blog Ozgar AI
blog.ozgar.ai
17
Tue, June, 9th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
Not every question needs the most expensive model.

Some need deep reasoning. Some need speed. Some need a specific vendor for compliance or governance reasons. Most teams compromise - picking one model and using it for everything - because switching has a cost: lost context, lost continuity, lost time.

Multi-LLM support in #Ozgar lets teams match the model to the task. The application  Read more...context - ranked, source-linked, grounded in your actual code, data, and business logic - stays in Ozgar.

The model is just the engine you point it at.
Better answers. Less noise. Lower AI cost.

#IBMi #AIGovernance #ClarityForCriticalSystems #LLMSwitching #CostOfAI Show less...
Delivered Read
youtube.com
1
30
  • View in page
Group Manager Ozgar.ai Announcement
BC:
[Special Announcement] Ozgar.AI is attending and presenting at the Common Europe Congress 2026

Our Session: The Missing Context Behind AI on IBM i
Monday June 15, 2026 15:10 - 15:35
CEST, 07 -RHÔNE 4

AI tools are rapidly becoming part of the IBM i conversation. Teams ask a question, get an answer in seconds, and the result often looks impressive - until an experienced team member spots a missing business rule, hidden dependency, or overlooked impact path.  Read more...That's when validation loops, rework, and hidden AI costs begin.

In this session, we'll explore one of the biggest challenges facing IBM i teams today: context. Why do AI tools struggle with long-running applications? What information is typically missing? And how can teams provide the right context to improve answer quality, reduce blind spots, and avoid costly rework?

Using practical IBM i examples and live demonstrations, we'll show how trusted application context can help teams get more value from AI tools, improve confidence in AI-generated outputs, reduce hidden token costs, and preserve critical system knowledge for future teams.

Whether you're already experimenting with AI or just starting to explore the possibilities, this session will provide practical insights you can apply immediately. Show less...
Delivered Read
1
10
Wed, May, 13th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
The first output was fast. It looked right.

Then came the gaps.
The rework.
The token cost that quietly added up.
Nobody blamed the AI. But confidence dropped.

Here's what actually happened:
AI answers from what it's given. If the input is partial, the output is partial - quickly, confidently, and without flagging what it missed.

In complex systems with decades of business rules, undocumented dependencies, and logic scattered  Read more...across programs nobody has opened in years - that gap is invisible until it isn't.

The fix isn't a better prompt. It's a better starting point.

That’s exactly what we’ll show on May 20:

IBM Bob + Ozgar: See the Full System

A practical live session on how trusted system knowledge can help AI-assisted development deliver:

✔️ higher accuracy
✔️ broader coverage with fewer misses
✔️ richer, verifiable outputs
✔️ lower token burn and less noise
✔️ less rework and safer change
✔️ reusable system knowledge that stays with the team

Because the real challenge isn’t generating answers.
It’s generating outcomes your team can trust in production.

👉 Register here: https://ozgar.clickmeeting.com/355496624/register

#IBMi #IBMBob #EnterpriseAI #CodeIntelligence #ClarityForCriticalSystems #Ozgar Show less...
Delivered Read
IBM Bob + Ozgar: See the Full System
ozgar.clickmeeting.com Event starts: Wednesday, May 20, 2026 01:00 PM America/New_York
2
40
Wed, April, 29th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
Day 3 at COMMON POWERUp 2026 - and the energy has been incredible 🔥

Yesterday, after an awesome 85 registrations for our sponsored session, we showed live examples of a difference that matters more every day:

Interesting AI answers
vs.
outcomes teams can trust in production.

For IBM i and other critical systems, the question is no longer:
“Can AI answer this?”

It’s:
- Can we verify it?
- Can we trust  Read more...it?
- Can the team act on it safely?

Because the hidden cost of AI isn’t just a wrong answer.
- It’s the rework.
- The validation loops.
- The hidden token burn.
- The effort it takes to turn a “nice response” into something production-ready.

That’s exactly where Ozgar is focused - trusted context, proof, and confidence for humans and AI working with complex systems.

The booth traffic between sessions has been fantastic, and the conversations are getting deeper every day.

Today is the last expo day at POWERUp.
If you’re here in New Orleans, visit us at Booth 701.

#POWERUp2026 #IBMi #AS400 #NOLA #EnterpriseAI #CodeIntelligence #SoftwareModernization Show less...
Delivered Read
1
39
Wed, April, 22nd 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
[Special Announcement] One year ago at COMMON POWERUp, Ozgar stepped into the IBM i community with a bold idea.

Since then, that idea has been tested, challenged, sharpened, and pushed forward - again and again.

Every challenge led to an innovation.
Every innovation moved Ozgar to a new level.

Today, Ozgar stands stronger than ever - helping define what trusted context really means for long-running, complex systems in critical industries.
 Read more...
Not just faster AI.
Not just more features.
But the kind of precision and confidence that humans and AI need to work safely with the systems that keep businesses running - and in the meanwhile, shaping an internal #knowledge_hub and #clarity_engine to get prepared for safer adoption of upcoming AI tools and trends.

And now, the next chapter is ready.
📍 COMMON POWERUp 2026 - New Orleans
📅 April 27–30
🎯 Booth 701

We’ll be unveiling a new wave of capabilities and innovations - our most exciting step forward yet.

What began last year as a launch has become real momentum. At POWERUp 2026, we’re ready to show just how far that momentum can go.

See you in New Orleans.

#POWERUp2026 #IBMi #TechConference #NOLA #EnterpriseAI #CodeIntelligence Specific-Group Austria Specific-Group USA Marcus Brandstetter, Josef Schiefer, Christoph Frohner, Nathalie Nesiba Show less...
Delivered Read
26
Fri, April, 17th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
[Special Announcement] Something exciting is building behind the scenes with Ozgar.ai.

At COMMON POWERUp 2026 in New Orleans
📅 April 26–30
📍 Booth 701

we’ll be unveiling a new wave of momentum around Ozgar:

- exciting new rollouts
- fresh collaboration opportunities
- partnership programs we can’t wait to share

A lot is coming together - and we’re looking forward to showing what’s next for teams  Read more...working with critical systems.

Stay tuned.

#POWERUp2026 #IBMi #TechConference #NOLA #EnterpriseAI CodeIntelligence Show less...
Delivered Read
2
18
Thu, April, 16th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
AI doesn't fix unclear systems. It amplifies them. 🎯

Spoke at COMMON Denmark POWER Summit today on exactly that — what it actually takes to use AI safely on IBM i.

74% of modernization projects fail. Not because of bad technology. Because the business logic inside these systems is invisible. To the team. To the AI. To everyone.

Clarity comes first. Everything else follows.

Thank you to everyone who showed up, asked hard questions, and  Read more...made the conversation worth having. 🙏

#IBMi #AI #COMMON #Ozgar #LegacyModernization
Ozgar.ai Specific-Group Austria Show less...
Delivered Read
video-20260415-115724-a7077862.mp4
Uploaded MP4 Download original video
Attached files · 1
video-20260415-115724-a7077862.mp4 4.28 MB
2
1
26
Latest msg: This is awesome. Great points. from Eric Lopez, on 04/16/2026
Tue, April, 14th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
[Watch Recording] Ozgar | Enterprise Code Intelligence Platform
Your dedicated AI, trained in your environment to understand complex unstructured codebases, generate documentation and visualizations, and deliver actionable insights for engineers and developers. Clarify for critical systems.
Delivered Read
Ozgar | Enterprise Code Intelligence Platform
youtube.com Your dedicated AI, trained in your environment to understand complex unstructured codebases, generate documentation and visualizations, and deliver ac...
15
Thu, March, 12th 2026
  • View in page
Group Manager Ozgar.ai Announcement
BC:
[Watch Recording] Don’t Modernize, Until You Can Confidently Answer These 7 Questions!

Most critical systems don’t fail because of bad code. They fail because teams start change with partial understanding - and don’t realize it until the project is already in motion.

The familiar pattern looks like this:

You begin with discovery. Meetings, diagrams, spreadsheets, “we think it works like this.” Everyone agrees on a plan.

Then the  Read more...project starts… and the surprises begin:

- A batch job breaks that “no one remembered.
- An integration depends on a field you assumed was derived.
- A business rule exists in three places—and only one is updated.
- The one person who “knows how that works” is no longer available.

“No matter how you approach modernization – whether it’s human-led or increasingly AI-assisted – when clarity shows up late, schedules slip and scope balloons, because you’re paying for understanding during delivery.”

What You’ll Learn:
In this webinar, we’ll show what’s commonly overlooked in the pre-modernization phase and a more reliable way to conduct the analysis so you can reduce risk before you commit.

We’ll use a simple, practical framework: 7 questions every team should be able to answer before modernization, integration, or AI adoption – then we’ll show what “good answers” look like with evidence in a live walkthrough.

And you’ll see how teams can:

- Move from questions → evidence (not opinions)
- Expose hidden dependencies before they turn into incidents
- Create business-readable diagrams and documentation that reduce back-and-forth

“The difference is when you pay for missing clarity: before the project, or during it.”

What You’ll Take Away:
- A readiness framework you can use before modernization, integration, or AI adoption.
- A live walkthrough showing what good answers look like—with source‑level evidence.
- A shared vocabulary for architects, developers, and decision‑makers
- A downloadable one-pager to take back to your team.

Who This Is For:
This session is designed for teams responsible for long-running, business-critical systems – IBM i, mainframe, large monoliths, enterprise ERP, and integration landscapes.

Whether you’re exploring modernization, already mid-project, managing integrations, or evaluating AI adoption for your systems – the 7 questions apply. The principles shown in the walkthrough extend well beyond any single platform.

Presenters:
Robert Moratti – Host
Josef Schiefer – Live Walkthrough

https://youtu.be/Vd37c9z6Ncc?si=yOzuLyJ-XBFRyi9L Show less...
Delivered Read
Don t Modernize Until You Can Confidently Answer These 7 Questions
youtube.com The difference is when you pay for missing clarity: before the project, or during it.
25

Online