Software Toolbox

08/31/2026

The Technical Glossary Every IT/OT Engineer Should Bookmark

48 plain-language explainers on OPC, IIoT, OT security, data architecture, and Industrial AI, written by engineers with 30+ years in the field.

08/27/2026

In a recent https://bit.ly/4cakQaX article, Software Toolbox CEO Andres Naranjo Villamizar takes a practical look at where Industrial AI is actually headed.

The technology is moving fast, but novelty isn’t what creates value on the plant floor. Manufacturers appreciate AI when it reduces risk, improves uptime, and proves itself in real operations.

Featured on https://bit.ly/4cakQaX, an International Society of Automation (ISA) publication, this article explores where different forms of AI are delivering value today, where the challenges remain, and why the path forward is about building trust through practical results.

Read ⬇️
https://bit.ly/4gxhhwO

08/25/2026

🎥 𝗧𝘄𝗼 𝗻𝗲𝘄 𝗧𝗢𝗣 𝗦𝗲𝗿𝘃𝗲𝗿 𝘃𝗶𝗱𝗲𝗼𝘀 𝗮𝗿𝗲 𝗹𝗶𝘃𝗲. 𝗜𝗳 𝘆𝗼𝘂 𝗻𝗲𝗲𝗱 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝗲 𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗶𝘃𝗶𝘁𝘆 𝗳𝗼𝗿 𝗠𝗼𝗱𝗯𝘂𝘀 𝗱𝗲𝘃𝗶𝗰𝗲𝘀 𝗼𝗿 𝗔𝗹𝗹𝗲𝗻 𝗕𝗿𝗮𝗱𝗹𝗲𝘆 𝗣𝗟𝗖𝘀, 𝘁𝗵𝗲𝘀𝗲 𝗾𝘂𝗶𝗰𝗸 𝗼𝘃𝗲𝗿𝘃𝗶𝗲𝘄𝘀 𝘄𝗶𝗹𝗹 𝗵𝗲𝗹𝗽 𝘆𝗼𝘂 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝘆𝗼𝘂𝗿 𝗼𝗽𝘁𝗶𝗼𝗻𝘀.

🔌 Modbus connectivity with TCP, RTU, ASCII, and OPC UA
⚙️ Allen Bradley connectivity for ControlLogix, CompactLogix, PLC5, SLC500, and Micro800

📊 Direct data access for industrial applications 🛠️ Flexible connectivity built for engineers

𝗪𝗮𝘁𝗰𝗵 𝘁𝗵𝗲 𝘃𝗶𝗱𝗲𝗼𝘀:
Modbus: https://bit.ly/4qDCppU
Allen Bradley: https://bit.ly/4gtVar1

Which protocol are you working with today?

08/19/2026

𝗧𝗵𝗲 𝗹𝗲𝗴𝗮𝗰𝘆 𝗢𝗧 𝘀𝘁𝗮𝗰𝗸 𝗶𝘀 𝗱𝗲𝗮𝗱. 𝗪𝗲𝗹𝗰𝗼𝗺𝗲 𝘁𝗼 𝘁𝗵𝗲 𝗶𝗻𝘁𝗲𝗿𝗼𝗽𝗲𝗿𝗮𝗯𝗹𝗲 𝗶𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗮𝗹 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆 𝘀𝘁𝗮𝗰𝗸.

At the CESMII Interoperability Forum, 25+ vendors ran one open standard - i3X + Smart Manufacturing Profiles - end to end. Zero custom integrations. Five layers, one spine:

→ AI & Agentic Applications - agents that connect in minutes, reason over ERP-to-sensor context, and return decisions, not dashboards.
→ Manufacturing Applications - MES, quality, maintenance, and machine health onboarded in an afternoon, not weeks.
→ Data Platforms & DataOps - context travels with the data: governed, analytics-ready, straight into Snowflake, Fabric, and knowledge graphs.
→ SCADA, HMI & Historians - the platforms plants already own, now serving standardized, AI-ready data natively.
→ Connectivity & Edge - raw PLC tags modeled once into SM Profiles, live as i3X endpoints in seconds.

Stop paying the integration tax. Start onboarding AI on day one.

https://ChatUNS.ai
https://softwaretoolbox.ai


https://bit.ly/4x89rRv

The legacy OT stack is dead. Welcome to the interoperable industrial technology stack. At the CESMII Interoperability Forum, 25+ vendors ran one open standard - i3X + Smart Manufacturing Profiles - end to end. Zero custom integrations. Five layers, one spine: AI & Agentic Applications - agents that....

08/18/2026

🚨 𝐖𝐞'𝐫𝐞 𝐥𝐢𝐯𝐞!

The conversation around Industrial AI is happening now.

Join us for 𝐋𝐞𝐚𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐀𝐈 𝐄𝐫𝐚: 𝐓𝐡𝐞 𝐏𝐥𝐚𝐲𝐛𝐨𝐨𝐤 𝐟𝐨𝐫 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐨𝐫𝐬 as we discuss how SIs can move beyond the AI hype, uncover real customer opportunities, and position themselves as trusted AI advisors.

🕐 The 1:00 PM ET session is live now!
👉 Join here: https://bit.ly/4wkjX7N
See you there!

08/18/2026

🚨 𝐖𝐞'𝐫𝐞 𝐥𝐢𝐯𝐞!

The conversation around Industrial AI is happening now.

Join us for 𝐋𝐞𝐚𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐀𝐈 𝐄𝐫𝐚: 𝐓𝐡𝐞 𝐏𝐥𝐚𝐲𝐛𝐨𝐨𝐤 𝐟𝐨𝐫 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐨𝐫𝐬 as we discuss how SIs can move beyond the AI hype, uncover real customer opportunities, and position themselves as trusted AI advisors.

🕐 The 9:00 AM ET session is live now!
👉 Join here: https://bit.ly/4gMqEdP
See you there!

08/17/2026

⏰ 𝐓𝐨𝐦𝐨𝐫𝐫𝐨𝐰'𝐬 𝐭𝐡𝐞 𝐝𝐚𝐲.

If you're a System Integrator wondering how Industrial AI will impact your business over the next few years, this session is for you.

Join us tomorrow for𝐋𝐞𝐚𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐀𝐈 𝐄𝐫𝐚: 𝐓𝐡𝐞 𝐏𝐥𝐚𝐲𝐛𝐨𝐨𝐤 𝐟𝐨𝐫 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐨𝐫𝐬 and learn how to:
✅ Identify real AI opportunities for your customers
✅ Build a practical foundation for Industrial AI initiatives
✅ Lead more strategic conversations with manufacturers
✅ Position your business for long-term growth

📅 Tomorrow 🕐 9:00 AM ET or 1:00 PM ET
👉 Register here: https://bit.ly/4bAmvpS

We look forward to seeing you there!

08/17/2026

Rapid Energy Data Integration and Standardization with N3uron

See how N3uron unifies solar, battery, grid, and SCADA data to simplify energy DataOps, speed onboarding, and scale operations.

08/14/2026

AIMST 2026 is almost here.

Find the Software Toolbox team at Booth 214 in Atlanta, August 18 - 20.

Want dedicated time with us while you’re there?

🔗Schedule a meeting with our team:

https://bit.ly/3S5536v

08/13/2026

𝐀𝐈 𝐢𝐬𝐧'𝐭 𝐫𝐞𝐩𝐥𝐚𝐜𝐢𝐧𝐠 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐨𝐫𝐬. 𝐈𝐭'𝐬 𝐜𝐫𝐞𝐚𝐭𝐢𝐧𝐠 𝐚 𝐧𝐞𝐰 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝐨𝐟 𝐥𝐞𝐚𝐝𝐞𝐫𝐬.

Manufacturers aren't just looking for AI tools. They're looking for trusted partners who can help them identify opportunities, connect AI to operations, and deliver measurable business outcomes.

𝑻𝒉𝒂𝒕'𝒔 𝒘𝒉𝒆𝒓𝒆 𝑺𝒚𝒔𝒕𝒆𝒎 𝑰𝒏𝒕𝒆𝒈𝒓𝒂𝒕𝒐𝒓𝒔 𝒉𝒂𝒗𝒆 𝒂𝒏 𝒐𝒑𝒑𝒐𝒓𝒕𝒖𝒏𝒊𝒕𝒚 𝒕𝒐 𝒔𝒕𝒂𝒏𝒅 𝒐𝒖𝒕.

Join us for 𝐋𝐞𝐚𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐀𝐈 𝐄𝐫𝐚: 𝐓𝐡𝐞 𝐏𝐥𝐚𝐲𝐛𝐨𝐨𝐤 𝐟𝐨𝐫 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐨𝐫𝐬, where we'll cover:
✅ How AI is changing customer conversations
✅ Where the biggest opportunities are emerging
✅ Practical ways to position your company as a strategic AI partner
✅ Real-world guidance you can apply immediately

📅 Live sessions available:
🕘 9:00 AM ET
🕐 1:00 PM ET
𝘉𝘰𝘵𝘩 𝘴𝘦𝘴𝘴𝘪𝘰𝘯𝘴 𝘪𝘯𝘤𝘭𝘶𝘥𝘦 𝘵𝘩𝘦 𝘴𝘢𝘮𝘦 𝘱𝘳𝘦𝘴𝘦𝘯𝘵𝘢𝘵𝘪𝘰𝘯 𝘢𝘯𝘥 𝘭𝘪𝘷𝘦 𝘘&𝘈.

👉 Reserve your spot today: https://bit.ly/4hqHW0b