Slate Summit always gives us a look at what is coming next: new tools, new workflows, new ways to make the work faster, cleaner, and more connected.
This year, the opening keynote was bigger than feature announcements. Yes, there was a lot of AI. Yes, there were major updates across campaigns, data, communications, reporting, Slate.org, security, and user experience. And yes, many of these tools have the potential to make marketing and enrollment teams more efficient almost immediately.
The bigger takeaway is this: AI will only be as useful as the strategy, data, and human judgment behind it. AI can draft. It can summarize. It can scan. It can query. It can help teams find patterns faster than before. But people still bring the pieces AI cannot: judgment, accountability, institutional knowledge, and strategy.
That philosophy lines up closely with how we think about this work at Carnegie. AI should help people do better work. It should reduce the repetitive lift so teams can spend more time building student connections, strengthening strategy, and making smarter decisions.
At first, many of these updates may sound like just tactical improvements for Slate users: easier queries, smarter campaigns, faster content, cleaner workflows. Those things matter, but the bigger opportunity is what they make possible for enrollment and marketing strategy.
I also asked a few of our Slate Squad experts to add their Slate Captain’s perspective. Because with a release this big, the real question for leaders is not only “what changed?” It is, “What should we do with it?”
Here are five things marketing and enrollment leaders should be paying attention to now.
1. AI Can Accelerate the Work. Strategy Is Still the Advantage.
One of the strongest messages from Slate Summit was also the most important: AI is powerful, but it is not a strategy.
That matters because every leader in higher education is hearing some version of the same sales pitch right now. AI will fix your funnel. AI will write your communications. AI will guide your students. AI will run your operation.
Let’s be clear. AI can support the work. It can speed up the work. It can make the work more informed. But it does not replace the thinking required to know what work should happen in the first place.
Enrollment and marketing leaders still need to ask the harder questions:
- Should AI be involved in this process?
- What data is it using?
- What happens if it gets something wrong?
- Where is human oversight required?
- How do we protect student trust?
That last one matters most. Admissions decisions, financial aid guidance, scholarships, compliance, and sensitive student communications require meaningful human accountability. These are not places to hand the keys to the machine and hope for the best.
The strongest institutions will not be the ones using the most AI. They will be the ones using AI with the clearest purpose.
Slate Captain’s Perspective:
In Slate, it can be tempting to turn on every AI-assisted feature right away. We get it. The tools are impressive. But before AI shapes a workflow or surfaces student populations, ask whether your team understands what is happening between the trigger and the outcome. Start with lower-stakes processes, like event communications or status updates, before moving AI closer to decisions that affect students. In financial aid, admissions, or sensitive outreach, human review is the strategy. Slate can make your team faster and smarter, as long as your team is still doing the thinking.
– Ryan Walsh, Embedded Slate Captain at Carnegie
2. Your Data Foundation Determines How Much You Can Trust AI Output
The most exciting AI tools in the world will fall flat if your data is messy, incomplete, duplicated, outdated, or poorly structured.
That came up again and again in our conversations around Summit. Slate is making it easier to talk to your data, generate dashboards, build queries, create reports, and surface insights. But if the data underneath those tools is unreliable, the output will be unreliable too. This is the part leaders cannot skip.
Before teams can fully take advantage of AI Data Studio, Advanced Analysis, query-based knowledge sources, dynamic queries, Data Explorer, or AI-powered campaigns, they need confidence in the data feeding those experiences.
That means data architecture has become an enrollment strategy issue, not just an operations concern or a technical clean-up project. Clean data affects personalization, reporting, attribution, staff confidence, student experience, and leadership decision-making.
- If a VP asks Slate AI for a dashboard, the answer is only useful if the underlying fields mean what everyone thinks they mean.
- If a counselor asks for a list of students needing follow-up, the query is only valuable if the data is current.
- If an AI-generated message uses student behavior, interests, or website activity, the institution needs to trust that information before it shows up in a communication.
The action item is straightforward: get your data house in order. Audit the fields that matter most. Review where data enters Slate. Look at what is stale, inconsistent, or underused. Make sure your team agrees on definitions. Decide which data is trusted enough to power AI-supported work.
Better AI starts with better data.
Slate Captain’s Perspective:
Before you expand into AI Data Studio, Advanced Analysis, or AI-powered campaigns, trace your data back to where it enters Slate: your source formats, application imports, form-driven fields, and third-party integrations. Those entry points are where inconsistency lives, and inconsistency is what makes a beautiful dashboard untrustworthy. Get your team in a room and ask these simple questions: do we all agree on what this field means and do we trust the data that is in it? Start there, and you will be surprised how quickly Slate’s AI tools go from feeling risky to feeling like a real advantage.
– Ryan Walsh, Embedded Slate Captain at Carnegie
3. Efficiency Should Create More Time for Student Connection.
A lot of the Slate Summit announcements point in the same direction: staff time is too valuable to waste on repetitive work that technology can responsibly support. That is where many of the new AI capabilities become especially useful.
AI Snippets can help generate personalized email and SMS content using contact history, website behavior, and knowledge sources. AI Dictate can turn spoken notes into structured contact reports and follow-up items. The AI Form Scanner can capture information from paper forms, handwritten cards, or college fair materials and populate records quickly. Slate Co-Captain can help with configuration tasks while the user supervises the work in real time.
These are practical wins.
Think about the admissions counselor leaving a high school visit. Instead of waiting until later to type notes, they can dictate a summary while the conversation is still fresh. Instead of letting a handwritten inquiry card sit in a folder, they can capture it quickly and get the student into the right communication flow. Instead of spending time cleaning up repetitive configuration details, staff can focus on the work that actually requires human judgment and relationship building.
That is the right way to use AI. The goal is not to make people less involved. The goal is to make their involvement more meaningful. Enrollment teams are being asked to do more with fewer resources, higher expectations, and faster student timelines. Tools that reduce administrative drag can help staff get back to what matters: timely follow-up, better conversations, stronger advising, and more relevant student support.
Students do not experience efficiency as an internal workflow improvement. They experience it as a faster answer, a more relevant message, or a counselor who remembers what they need.
That’s the real value.
Slate Captain’s Perspective:
The most common thing I hear from admissions, enrollment, and student success teams is that they feel like they are always catching up, and that feeling is exactly what these tools are designed to address. When staff can capture a conversation the moment it happens, move a student into the right workflow without manual intervention, and spend less time on repetitive tasks, something important shifts: they start showing up more fully in the moments that actually matter. That is what responsible AI efficiency is really about. Not replacing the human in the process, but making sure the human has the space to do what only they can do.
– Ryan Walsh, Embedded Slate Captain at Carnegie
4. Personalization Is Moving Beyond Merge Fields.
For years, personalization in enrollment marketing has often meant inserting a first name, major, location, or counselor name into a message.
That is no longer enough. Students expect communication that reflects who they are, where they are in the process, and what they have already told you through their actions. Slate’s new campaign and AI content capabilities move institutions closer to that kind of experience at scale.
In our Next Gen research, one theme came through clearly: students want marketing that gets them. They want institutions to understand their interests, respond to their behavior, and communicate in ways that feel relevant to where they are in the process.
That is what makes these Slate updates so important. Dynamic Campaigns are a major part of that shift. Instead of building campaigns around static populations and rigid sequences, institutions will be able to define entrance criteria within the campaign, set objectives, apply sub-criteria to individual messages, and adjust timing based on when a student enters the flow.
A recruited athlete should not receive the same message sequence as every other inquiry. A student who enters a campaign late in the cycle should not miss the most important communications. A student who has already completed the desired action should not continue receiving messages pushing them toward the same objective.
The campaign should respond to the student. AI Content Blocks and AI Campaigns add another layer. Institutions can define knowledge sources, inputs, prompts, guardrails, and objectives so content can reflect the individual student experience more fully.
This is where marketing and enrollment need to work together closely. Marketing brings voice, brand, message architecture, and audience strategy. Enrollment brings funnel knowledge, student behavior, territory context, and recruitment priorities. Slate is making the technology more flexible, but the strategy still has to come from the people closest to the work.
Personalization should feel useful, relevant, and human. It should not feel like automation wearing a name tag. The institutions that get this right will use these tools to make communication more responsive, more timely, and more connected to the student journey.
Slate Captain’s Perspective:
We have all stared at a whiteboard tangled with communication flows, wondering how it will actually get built. While new features make it tempting to design dozens of variations immediately, avoiding overwhelm requires starting small. Before building in Slate, anchor your campaign in a thoughtful communication strategy. Without that foundational map, you just automate chaos. Once your core campaign strategy is defined, find high-leverage opportunities to personalize using new features like Dynamic Campaigns and AI Content Blocks. Focus on a few key moments that truly shift a student’s perspective. True personalization shouldn’t multiply your daily workload. It should give your best strategy the ultimate leverage to do the heavy lifting at scale.
– Jacob Henshaw, Director, Enrollment Communications at Carnegie
5. Measurement and Resource Efficiency Are Getting Easier to Operationalize.
Marketing and enrollment leaders are under pressure to prove what is working. That pressure is not going away.
Slate’s updates around objectives, persistent UTM tracking, campaign-level UTM configuration, Ping website history, and conversion reporting create stronger opportunities to connect outreach with action. That is a big deal for teams that have struggled to understand which messages, channels, campaigns, and behaviors are actually moving students forward.
Better attribution helps teams make better choices:
- Where should we invest more?
- Which communications are driving action?
- Where are students engaging before they convert?
- Which campaigns need to be adjusted?
- Where are we spending time or money without enough return?
That last question is especially important right now. Budgets are tight. Teams are stretched. Leaders are being asked to justify every investment. Slate’s continued commitment to including new capabilities at no additional cost should push institutions to take a closer look at their full technology stack.
If Slate can now support work that another platform is handling, it may be time to reassess the cost, complexity, and data movement involved. That is not only a budget conversation. It is also a security and data governance conversation.
Every time student data moves to another system, leaders should know why, where it is going, who has access, and whether the value justifies the risk. New tools for external access auditing and preferred partner login reinforce the need for tighter oversight. Resource efficiency is about time, money, attention, and trust.
In a year when every dollar matters, leaders should be asking where Slate can help consolidate work, reduce friction, protect data, and free resources for the areas that drive measurable results.
Slate Captain’s Perspective:
One of the most exciting shifts I am seeing in Slate right now is how quickly an enrollment leader can move from a question to an answer. Tools like AI Data Studio and Advanced Analysis are designed to meet leaders where they are, meaning you do not need to submit a ticket, wait on a report, or translate your instinct into a query someone else has to build for you. If you are wondering which campaigns are moving students forward, where engagement is dropping off, or which populations need attention right now, Slate is increasingly built to surface that in a way that is fast, visual, and trustworthy. Start asking Slate the questions you have always had to wait on, and see how much faster your team can move when the data meets you at the decision instead of arriving after it.
– Ryan Walsh, Embedded Slate Captain at Carnegie
What This Means for Marketing and Enrollment Leaders
The reality is that these updates are exciting because they point us back to the work that matters most.
Better data should lead to better decisions. Better automation should lead to better human connection. Better AI should help teams spend more time on strategy, creativity, and student support. That is the opportunity in front of us.
Slate is making it easier to move faster. Leaders need to make sure they are moving in the right direction. That starts with internal alignment. Marketing, enrollment, operations, IT, financial aid, and leadership teams need a shared point of view on how AI should be used across the student experience. They need to define where automation makes sense, where human review is required, and how data should be governed.
They also need to keep the student at the center. The point is not to create more campaigns, but to create better communication. The point is not to generate more dashboards, but to make smarter decisions. The point is not to use AI everywhere. It is to give your team more time and better information to do the work that only people can do.
That is where the technology becomes meaningful.
Ready to Make This Real?
There is a lot here, and every institution will be starting from a different place. Some teams need to clean up their data foundation. Some need to rethink campaigns. Some need help evaluating AI guardrails. Some need to understand which new Slate tools can replace manual work or reduce reliance on outside platforms. That’s where a Slate strategist can help.
Our team works with institutions every day to connect Slate functionality with enrollment strategy, marketing goals, student experience, and operational reality.
If you are trying to understand what these updates mean for your institution, we would love to talk.
Talk to a Slate strategist and start turning these new possibilities into a smarter, more connected enrollment strategy.
What Higher Ed Leaders Need to Know About Slate Summit’s AI Updates
What was the main AI takeaway from Slate Summit?
The biggest takeaways were that AI can accelerate enrollment and marketing work, but strong strategy, clean data, human oversight, and student-centered communication are still essential.
How can enrollment teams use Slate AI responsibly?
Enrollment teams should begin with lower-stakes workflows, maintain human review for sensitive communications, audit data quality, and create clear governance around where AI should and should not be used.
Why does data quality matter for Slate AI tools?
AI outputs are only as reliable as the data behind them. Clean, consistent, and well-defined Slate data improves reporting, personalization, campaign performance, and decision-making.
How can Slate help with enrollment marketing personalization?
Slate’s Dynamic Campaigns, AI Content Blocks, and AI Campaigns can help institutions create more responsive communications based on student behavior, interests, timing, and funnel stage.
What should higher ed leaders do after Slate Summit?
Leaders should audit their data foundation, review AI guardrails, evaluate campaign strategy, identify repetitive workflows that can be streamlined, and align marketing, enrollment, operations, IT, and leadership teams around responsible AI use.
