DADOS

Explore Lightning+ — the AI-native data server built for real-time speed, scale, and cost control. Built for performance. Designed for agents.

[Ken Gardner @kennethcgardner]

Milliseconds. That's not a typo.

DADOS converts millions of live Sparkplug B messages into in-memory Arrow Tables faster than most systems can blink — then serves that decision-ready industrial state to every agent, dashboard, and analytics tool at once. One API. Zero stale reads. No repeated ingestion.

This is what industrial data velocity actually looks like.

See it on your data → https://t.co/GFAnCZvvrd

#IIoT #Industry40 #IndustrialAI #Sparkplug #ApacheArrow

[Walker Reynolds @WalkerDReynolds]

1000ms no longer meets the criteria for 'real time' 🙏

[Ken Gardner @kennethcgardner]

"If we want to unlock the potential of Agentic AI, real-time must be measured in milliseconds."
- @WalkerDReynolds

That's exactly what DADOS was built for. Swipe to see the proof.

https://t.co/ps9HMA6aZB

[Ken Gardner @kennethcgardner]

There is no higher honor or validation in the Industry 4.0 world than @WalkerDReynolds putting his name next to yours.

Today, on the 4.0 Solutions podcast, Walker announced a strategic partnership with DADOS Technology.

We are deeply honored.

For those who know Walker — he has spent years holding vendors accountable on behalf of the manufacturing community. He doesn't do this lightly. When he puts his name behind a technology, his audience pays attention.

He put his name behind @DadosTechnology .

We also announced today that DADOS Flow and Lightning+ are now available directly on the https://t.co/VGaK54KBlb ecommerce store — making it easier than ever for engineers and integrators to get the fastest real-time data layer in the UNS ecosystem into their hands.

What is DADOS?
https://t.co/dkILmIVyLR

Flow subscribes to your MQTT broker, decodes Sparkplug B, normalizes and converts to Apache Arrow format in milliseconds — fully event-driven, no polling.

Lightning+ maintains a live mirror of your entire UNS at a 5ms tick rate. 3.8ms ingestion latency. 5.3ms query response. Benchmarked from device publish. Published openly. Free trial available.

We came from high-performance big data — CloudTest and mPulse at SOASTA, now Akamai. We saw a critical data infrastructure layer missing in the UNS ecosystem. So we built it.

More information. More available. More quickly.

Thank you Walker. Honored to be building this together.

🎙️ Listen to the full podcast at https://t.co/XBWpg2ssf7
🛒 DADOS Flow + Lightning+ now available at https://t.co/qPPGojlNpw

#DADOS #Industry50 #UnifiedNamespace #IIoT #DigitalTransformation #ManufacturingTech

[DADOS @DadosTechnology]

Big things happening at #ProveItConference in Dallas! Loved watching our CTO Luke engage with potential clients& partners at our booth — the energy here is electric. We’re built for speed and at ProveIt!, we can feel the momentum! https://t.co/3lDMwOaKN7 #DADOSFlow #MQTT

[Ken Gardner @kennethcgardner]

I’ve been to hundreds of trade shows over the decades.

Most blur together. Big booths. Big claims. Long days.

This past week at ProveIt! 2026 was different.

Head and shoulders above the rest.

Why?

Because it wasn’t about slides. It was about working systems.

Live architectures. Real integrations. Engineers asking hard questions. Vendors collaborating instead of posturing.

The booth energy was exceptional — we were talking with smart people from across the industrial world asking thoughtful, tough questions. We didn’t just present. We learned. In many ways, we got an education from our target market.

You could feel the shift happening in real time.

Operational decisions are moving into running processes.
Speed and state matter more than dashboards.

A heartfelt thank you to @WalkerDReynolds and every member of the conference team - welcoming, generous with their time, and genuinely fun to work with. They and the community created something special.

Grateful to have been part of it.

#ProveIt2026 #IndustrialAI #MQTT #RealTimeSystems

[DADOS @DadosTechnology]

Incredible energy and a strong turnout at the #proveitconference! It’s been great connecting with so many manufacturing leaders and end users focused on real, working Industry 4.0 solutions. We appreciate the conversations and the momentum. Watch Video:
https://t.co/A2hIpqQ9QN

[DADOS @DadosTechnology]

Big things happening at #ProveItConference in Dallas! Loved watching our CTO Luke engage with potential clients& partners at our booth — the energy here is electric. We’re built for speed and at ProveIt!, we can feel the momentum! https://t.co/3lDMwOaKN7 #DADOSFlow #MQTT

[DADOS @DadosTechnology]

DADOS is proud to sponsor ProveIt! 2026, an end-user focused Industy 4.0 event where vendors prove their solutions live in real, UNS-powered environments.
Use code DADOS50 to get a 50% discount.

[Ken Gardner @kennethcgardner]

Modern manufacturing isn’t slow — it’s alive.

Real-time decisions start with real-time state.
Under 50 ms from live data to decision-ready insight.

See it live at ProveIt! 2026.

#ProveIt2026 #MQTT #IndustrialAI

[DADOS @DadosTechnology]

.@WalkerDReynolds Very much looking forward to the conference!

[DADOS @DadosTechnology]

DADOS is proud to sponsor ProveIt! 2026, an end-user focused Industy 4.0 event where vendors prove their solutions live in real, UNS-powered environments.
Use code DADOS to get a 25% discount.
https://t.co/VifSzbvxKQ

[DADOS @DadosTechnology]

DADOS is proud to sponsor ProveIt! 2026, an end-user focused Industy 4.0 event where vendors prove their solutions live in real, UNS-powered environments.
Use code DADOS to get a 25% discount.
https://t.co/VifSzbvxKQ

[Ken Gardner @kennethcgardner]

Announcing DADOS Industrial Intelligence Layer

An ultra-low-latency, high-performance data architecture engineered for real-time industrial automation and control systems.

Decision-ready state in under 100 milliseconds, enabling agents to act inside the control loop.

Deterministic rules, agents, and analytics operate inside the control loop when decision-ready state is available inside control timing, — not after the fact.

No rewiring.
No downtime.
No disruption to control logic.

https://t.co/RAkWODhPU4

#IndustrialIntelligence #IndustrialAI #ControlSystems #OT #iiot

[Ken Gardner @kennethcgardner]

Most conversations about “real-time” come from data people. But in industrial systems, real-time has a very specific meaning:

The system must sense change - decide what to do
And act - all within the time the physical process allows.

Sometimes that’s 100 ms. Sometimes it’s less.

If you miss the window, it doesn’t matter how much data you collected.

The moment’s gone.

.@dadostechnology
#ProveIt #ControlSystems #IndustrialAutomation

[Ken Gardner @kennethcgardner]

Everyone talks about real-time data.
But in industrial systems, the decision window is <100 ms.
DADOS is focused on ultra-low-latency industrial streams — built for when timing actually matters.

More at ProveIt! 2026.

.@dadostechnology
#ProveIt2026 #IndustrialAutomation #ControlSystems #SparkplugB #IIoT

[Ken Gardner @kennethcgardner]

Real systems don’t wait.

DADOS has been invited to ProveIt! 2026:
A community grounded in how industrial systems actually behave:
timing, physics, and control loops.

We see this as strong validation of the problem we’re focused on.

More to come.

.@dadostechnology
#ProveIt #IndustrialAutomation #ControlSystems

[Walker Reynolds @WalkerDReynolds]

#proveit2025 is a go. Venue is booked, site is up, early access has been sent to Mastermind and Mentorship members. In the video below, I make a view announcements and run through a quick example of what a ProveIt session will look like. I don't show you the live data -- I walk through a OneNote (the example I use is an actual business that I can't share the raw data from, ProveIt sessions will share UNS and live data from our Virtual Factory at the show) but you get the idea.

A huge thank you to everyone who has put the work in to make this possible.

Early Access for Mastermind and Mentorship runs from 6.10.24 through 6.17.24. Open sign ups begin next Monday 6.17.24 for everyone!

#digitaltransformation #iiot #industry4

[Ken Gardner @kennethcgardner]

DADOS Lightning+ continues to get much faster and more predictable for real-time workloads, which matters as data volumes grow and agents become more complex, multi-step and autonomous.

In a new 24-hour benchmark, Lightning+ processed about 215.3M queries over 24 hours with a 2.89 ms median, P95 at 3.56ms ms, P99 at 4.30 ms, and a 100 percent success rate, delivering a P99 less than 5.0 ms, much tighter latency distribution and a sharply reduced long tail.

These gains come from architectural improvements inside Lightning+, not from client behavior or ingestion shortcuts.

These are astonishing results and we think we will continue to improve.

Free Trials available on request.

https://t.co/pmrhSBPaQT

#AI #AgenticAI #IndustrialAl #Benchmark #LightningPlus #EdgeAl #AIDev

[Ken Gardner @kennethcgardner]

Last night in SF, LangChain hosted a Demo night to a packed house. Luke Gardner, DADOS cofounder presented a LangGraph Customer Service Agent using Lightning+ to deliver sub-second agent retrieval response. The session was not recorded so a demo video is attached.

https://t.co/RAkWODhPU4

#AIInfra #RAG #LLM #LightningPlus #AgentOps

[Ken Gardner @kennethcgardner]

New Lightning+ Benchmark Drop | DADOS Technology

New Lightning+ Benchmark Drop

5.04 ms vs. 25.11 ms

May 2025: 25.11 ms median
Now: 5.04 ms median

~5× faster for massive-scale SQL retrieval

World’s Fastest Agentic Retrieval

https://t.co/pmrhSBPaQT

#AI #AgenticAI #DataPerformance #Benchmark #LightningPlus #EdgeAI #AIDev