Tech & Learning's EdTech to Watch Takeaways: The AI Playbook: 2-Part Webinar Series

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(Image credit: Future)

The rapid evolution of AI is fundamentally transforming the educational landscape, offering unprecedented opportunities alongside new responsibilities. This recent two-part webinar series was designed to guide education leaders through this shift, moving from the "what" of cutting-edge innovation to the "how" of workforce preparation and the "why" of data security.

It featured two sessions:

The Cutting Edge: New Features from Top AI Solution Providers: This session explores the most impactful new features from industry-leading AI solution providers that support curriculum, lesson planning, streamlining administrative tasks, and more.

The Integrity Infrastructure: How to Ensure AI Solutions are Safe: This session dives deep into the architecture of safety, exploring how leading AI providers are prioritizing student data privacy and institutional security.

Watch on demand here

The Cutting Edge: New Features from Top AI Solution Providers

The recent Tech & Learning EdTech to Watch Virtual Playground featured lightning round demonstrations of three influential educational technology tools: Brisk Teaching, Copyleaks, and Inquire.

Hosted by Tech & Learning’s Christine Weiser, the event highlighted how generative AI is being leveraged to enhance curriculum management, ensure academic integrity, and facilitate deeper learning through project-based instructional design.


Brisk Teaching

Presented by Content Marketing Manager Elisabeth Bostwick and Manager of Curricular Solutions Architecture Whitney Noel, Brisk Teaching is an AI education platform designed to assist teachers with creating materials, providing feedback, and adapting instruction directly within existing Google and Microsoft tools.

Brisk Teaching’s central focus is Curriculum Intelligence, which ensures AI-generated outputs align with district priorities and high-quality instructional materials, mitigating the risk of misalignment.

The platform's "Brisk Brain" is built on two foundations:

  • District Guidance: Content-agnostic priorities such as instructional focuses and a Portrait of a Graduate.
  • Curriculum Libraries: Resources mapped directly to a district’s high-quality instructional materials.

“Brisk works where you do,” said Bostwick. “You can always leverage the extension to open up over top of anything that you are creating. You can see how easy it is to open the extension right over top of any YouTube videos, docs, web pages, slides, and more.”

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(Image credit: Future)

The Curriculum Intelligence framework ensures generated resources, such as lesson plans and assessments, are aligned to state standards and district-level goals. A forthcoming feature, Planning Mode, will facilitate dynamic conversations between teachers and Brisk, suggesting district instructional strategies based on student needs.

For differentiation, Brisk offers student-facing tools such as Boost activities and a Tutor that apply customizable guardrails and scaffolds. This helps maintain "productive struggle" while meeting diverse learner needs through multi-language support, speech-to-text, and read-aloud functionality.

For curriculum directors, Brisk provides the benefit of one secure AI layer across all adopted curricula, saving time and capacity by customizing static core materials with district priorities. Brisk is safe and secure, adhering to COPPA, FERPA, and GDPR compliance.


Copyleaks

Senior Solutions Engineer John Michael Perla demonstrated Copyleaks, an academic integrity platform designed to guide students in the responsible and ethical use of generative AI. It integrates directly into the LMS environment, such as Canvas.AI Detection and Customization.

Copyleaks’ AI detection settings are customizable by the school—a top-down approach—with three levels available:

  • Level One: Detects content copied directly from LLMs with no modifications.
  • Level Two (Default): Identifies submissions in which minor edits were made to the LLM-generated text.
  • Level Three (Strictest): Designed for high usage of LLM-modified content, including content generated with sophisticated prompts or evasion tools.

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“Within Copyleaks, you can also customize the plagiarism settings,” said Perla. “So if you want to pull in data, we can identify content from the entire Internet, which is like seven billion web pages. We could also create a private cloud hub for your school, which will be all your school's data, in one cloud repository.”

A key differentiator for Copyleaks is its use of logic to explain the AI detection score, preventing instructors from relying solely on a percentage. This logic is provided through two patent-pending tools:

  • AI Source Match, which identifies specific web pages or articles that the LLM used as a reference to generate the student's submission.
  • AI Phrases, which detects phrases used with high frequency by AI tools.

Copyleaks is a top-tier partner with Canvas and D2L, and also integrates with Moodle, Blackboard, Brightspace, Schoology, and Sakai.


Inkwire

Dr. Julianne Ross-Kleinmann of Ulster BOCES demonstrated Inkwire, an early-stage, project-based learning (PBL) AI tool that supports deeper learning and accelerates authentic instructional design.

Inkwire consists of two main components:

  • The PBL AI Copilot, which helps educators design PBL experiences aligned to state standards
  • The Portfolio Platform, through which students can capture and showcase evidence of their learning.

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“What stood out for us is that Inkwire is focused specifically on teaching and learning and not just a generic AI tool letting educators figure it out on their own,” said Ross-Kleinman. “Instead, it helps teachers think intentionally about authentic learning experiences.”

The design process utilizes the High-tech High Graduate School of Education kaleidoscope framework, which is customizable to a district's own instructional frameworks. Teachers can input a design idea, upload files, and then ask the AI to generate core project elements such as essential questions, launch ideas, and assessment types.

The output is a "one-pager report" that includes learning goals, including state-specific standards, competencies (which can be aligned to standards such as Portrait of a Graduate), and a day-by-day or calendar-view plan.

Inkwire is designed for teacher collaboration, allowing educators to co-design interdisciplinary projects. The portfolio section is crucial for assessment, as it can house student work and artifacts, supporting statewide initiatives by following students as they move between schools and tracking seals of alignment.

The Integrity Infrastructure: How to Ensure AI Solutions are Safe

Tech & Learning’s second "EdTech to Watch" webinar, hosted by brand manager Christine Weiser, explored responsible AI integration in K-12 education. The event showcased a pair of product solutions–TrekAI and Lightspeed Systems Insight–and emphasized the importance of safety, governance, and personalized learning. Attendees got to see demos of both tools and ask questions, and then were treated to a discussion of vetting AI tools from AI consultant Greg Bagby.


TrekAI

TrekAI functions as an on-demand, Socratic tutor for students. Designed to replace chaotic or unvetted AI usage, it serves as a "walled garden" that provides students with a supervised "learner's permit" experience.

“We're just handing the keys over to our students, and we're just kind of like, ‘Okay, just go figure this whole AI thing out,’” said Erin Burchik, Chief Growth Officer for TrekAI. “ChatGPT and other platforms kinda feel like this chaotic, overwhelming, unsafe interstate. And I don't know about you, but when I taught my kids how to drive, we started on back roads and parking lots. We didn't go straight to the interstate. And so we want to advocate for the time that students are in your care, you give them an environment to learn how to navigate this new world of AI safely.”

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TrekAI aligns with district standards and curriculum, resisting plagiarism by guiding students through problems rather than providing instant answers. It is FERPA and COPPA compliant to protect student data privacy. It also includes social-emotional alerts that notify counselors and administrators if student interactions indicate risks such as self-harm or violence.

Another offering, Trek Adventure, is a hyper-personalized literacy tool that transforms standard curricula into choose-your-own-adventure books. By integrating specific educational standards (such as math concepts involving fractions) into the narrative, the tool reinforces classroom learning while keeping students engaged. It offers accessibility features, such as dyslexic-friendly fonts, and provides teachers with insights into student reading progress, making it a practical tool for guided reading rotations and literacy blocks.

“Almost all of our team are former educators, so when we're building out new products like Trek Adventure, I think about my sixth grade science class when I was a teacher for fifteen years,” said Joe Edlhuber, account executive, “I would have used Trek Adventure every week during my guided science rotation. It's really practical, not just fluff tech. It is really something that teachers should be using and students wanna be using every week.”


Lightspeed Systems

Insight from Lightspeed Systems provides districts with total visibility into their digital ecosystem, allowing administrators to identify exactly which AI tools are being used, by whom, and for how long. Given that schools often struggle to manage the hundreds of apps present in their environment, Insight’s analytics hub helps identify usage trends and distinguish between productive AI engagement and potential misuse.

“What people find is whether you've built an approval system or not, AI is already in your environment,” said Sergio Villegas, former educator and current regional sales manager for Lightspeed Systems. “What we need to be able to do is answer questions better. So our dashboard is gonna show you everything.”

Insight also offers automated monitoring of vendor privacy policies, alerting districts of changes in terms to ensure ongoing compliance.

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Lightspeed Alert automates safety monitoring by analyzing student interactions in real-time. It focuses on identifying concerning behavior, such as indicators of self-harm or violence, across AI platforms and web activity. When an incident occurs, the system shows evidence—including screenshots and transcripts—to administrators, allowing for rapid, human-led intervention.

“This is kind of the wrap-around story of why having a consistent ecosystem matters because these systems need to talk to each other,” said Villegas. “It's hard for schools because we're all being tasked with too much on our plate and not enough people and resources to do it. So having a single ecosystem that can surface information, that can let you search deeper, that can automatically notify you, is important.”

By connecting directly to student information systems, the tool ensures that school staff can reach out to families or take appropriate action quickly, moving schools away from reactive, "he-said-she-said" scenarios.


Strategic Context: The AI Vetting Framework

To complement these tools, AI specialist Greg Bagby outlined a strategic roadmap for vetting AI technologies.

“Before adopting any tools, districts should ask this question: What problem is it solving?” Bagby said. “Is this a tool with clear goals for tech that we need to support? Is it gonna give personalized feedback? Is it for lesson design, assignments, tutoring? And who's gonna benefit from this tool? Is this for the teachers, the students, the school leaders ? We need to have all this in mind before we start jumping into tools because we have access to many, many tools, and why not understand the why before we jump in.”

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Bagby said that districts should avoid working in silos and instead form inclusive task forces that include stakeholders from IT, curriculum, and, crucially, students.

Bagby’s framework underscores that AI must prioritize human-in-the-loop oversight, cultural bias testing, and rigorous data privacy agreements. He concluded that because AI technology evolves daily, district policies should be viewed as living documents, requiring constant dialogue to ensure they remain safe and reflective of the current learning environment.

“Just make sure that you avoid vendors who won't disclose how student data is being used and how AI is being trained,” Bagby added. “If it's using the student data to be trained on, that's one of those things that we wanna make sure that we always step away from and be cognizant of.”