Our team (like everyone else) has been thinking a lot about AI lately. How is it going to affect teaching and learning? How is it going to change our own business? For a long time, we weren’t really sure (we still aren’t). But we have a high level of conviction about two truths:
- AI will help good people do more good.
- AI will help bad people do more bad.
AI For Better & For Worse
Like most teams in edtech, we use AI every day. It helps us explore new ideas and deliver products faster than ever. Schools and universities are undergoing an equivalent seismic shift. We believe that AI will play an increasingly large role in student outcomes and that the best technologies will be the ones that can surface the right context about a student at the right time. There’s likely no future where less data is shared between platforms.
At the same time, AI is also making it easier to create noise, mislead people, and introduce risk in ways that are not obvious. Phishing, ransomware, and cyberattacks are all on the rise. AI has made it faster and easier for the bad guys to launch incredibly sophisticated attacks.
This reality has forced us to confront something about Edlink: We realized our mission did not fully capture the role we play in the ecosystem. So we’re clarifying it.
Clarifying Our Mission
Edlink builds the infrastructure that helps great edtech products work better for schools, educators, and students.
We achieve that mission that by building software that:
- Makes edtech more connected, useful, and actionable.
- Removes friction from building, adopting, and managing edtech.
- Makes edtech safer and more reliable.
Said differently: Edlink helps builders build, teachers teach, and learners learn by removing the technology barriers that get in the way.
Integrations are still core to what we do. Transforming messy data into useful context is still core to what we do (our original mission statement is here, if curious).
What is changing is that we are being more explicit about the fact that security, observability, and operational trust are an increasing part of that same story. The edtech ecosystem is getting more complicated and we realized that we have an obligation to help.
What We’re Building Next
We already sit in the middle of a lot of this complexity. We work with vendors. We work with institutions. We see the integration challenges, the compliance friction, the security questionnaires, the implementation pain, and the gaps in visibility.
We want to create clarity for companies and build the guardrails and controls necessary for institutions to operate safely. Here are some of the tools we’re building to meet this need. Some of this work is already live; all of it will continue to evolve.
Providing the Right Context at the Right Time
Expanding Our Data Model - We’re adding more than two-dozen new data types to our Unified API so developers can build richer, more useful products.
Public Data API - Gives the whole education ecosystem a more reliable way to reference schools, districts, universities, companies, and the relationships between them.
Stopping Cyber Threats
Credential Monitor - Helps Canvas (and eventually other platforms) administrators see which developer keys exist, which vendors they map to, and whether that access still needs to exist.
Audit Logs - Get visibility into security events to answer questions like what changed, who changed it, and what happened before an issue was caught.
Integration Security Tools - Secure and audit third-party integrations to LMS & SIS data sources; especially ones that are not provided through systems like Edlink.
Establishing Operational Trust
Data Privacy Platform - Streamline your data privacy & security agreements. Control who has access to what data; make sure things are deleted; double-check that vendors are in line with school policies; and make privacy & security reviews less frustrating for all involved.
Shipping Safer Infrastructure
API Request Radar - Detect suspicious API activity and risky access patterns to defend against attacks even after an account has been phished or API key has been leaked.
Hardened SSO - Flags or blocks unusual login activity. A compromised staff or administrator account can been catastrophic if your LMS or login portal provides immediate access to dozens or hundreds of connected applications.
For years, Edlink has done a lot of the hard, unglamorous infrastructure work behind edtech. We have helped companies connect to schools, move data, support implementation, and build products people can rely on.
Now the ecosystem is asking for the next layer of that infrastructure: more visibility, more safety, more operational trust, and more clarity - and we are here to serve.
If any of this is of interest to your company or institution, please let us know. We're looking for thoughtful leaders to help shape what gets built.
*This article was originally posted on June 26, 2026 to LinkedIn. Read here.
