The safest way to use AI in any enterprise software is to switch it off.
That was the standard approach among banks, law firms and other regulated organizations not long ago, when considering AI in vendor reviews.
The risks were big, the benefits seemed vague, and the safest approach was to avoid AI entirely.
But that’s changing.
AI is now being embraced internally by most major organizations - and no one wants to be left behind. It’s often on the requirements list for enterprise software, including alumni management platforms.
The key question is if - and how - those platforms can leverage AI safely. To do that, your alumni platform needs a clear purpose for its AI deployment, and even clearer guardrails in place to manage output.
The shift in AI deployment mindset
As the industry-specific use cases and benefit lists grow, it’s hardly surprising that AI has moved from experimentation to expectation in enterprise-level firms.
Worried about competition and efficiency, law firms, banks and financial services organizations are actively encouraging internal AI adoption. Some even have leaderboards that track who’s using it.
The mandate to adopt AI is driven from the top, and it’s impacting vendor reviews and software choices. AI tools are increasingly expected to be part of the platform offering.
The same shift happened with the cloud.
For years, law firms and banks held out against cloud computing. Then it became normal. Today, a vendor that isn’t in the cloud is the one that raises a red flag.
AI is on that same path, but the key is the safety and security of those tools.
Capability without the commitment
When it comes to alumni management software, most enterprise buyers want AI capabilities. They also want to know they can control them and switch them off.
There are still clear concerns about AI use, including:
- Hallucination, where AI produces confident, plausible and completely wrong answers or outputs
- Data exposure, with AI features creating new routes for personal data to leave your control
- Cost, with AI models increasingly expensive to run, and needing to earn their place
- Reputation, where an AI misstep can reflect directly on your brand and your business
While the desire to embrace AI is there, confidence is still catching up. Yet enterprise firms want it built into their software now, so when they’re ready, they can turn it on and benefit immediately.
Safe use starts at build
Leveraging AI safely in your alumni platform - like any other software - requires clear principles from the outset.
Those organizations leading on AI aren’t using generic chatbots or general-use models. They're getting specific with the tools, the purpose and the security.
That means:
Using specialist AI built for a specific role
Industry-specific AI platforms wrap AI models in sector knowledge, best practice and quality control, rather than relying on a general-purpose assistant.
Checking AI output with non-AI tools
If an AI tool produces a recommendation, a separate rules-based process should check against a trusted database or pre-defined parameters to confirm it’s accurate. Alternatively, AI does the heavy lifting in a workflow, but a human always checks the work.
Reviewing vendor compliance with AI guardrails
Enterprise security teams can’t inspect every vendor’s code, but they can look for clear evidence of AI compliance, including:
- Recognized security certifications
- A clear list of who processes their data
- Commitments on how long data is kept, and whether it’s used to train AI models
- Clarity on where data flows, and which jurisdictions it touches
What safe AI looks like in an alumni platform like Aluminati
These same principles should apply to your alumni platform too. They’re the foundation that all AI development at Aluminati is built on.
If you want to leverage AI safely in your alumni management software, you need to make sure you have:
1. AI only where it’s genuinely needed
The safest AI is the AI you don’t use. If it adds risk without value, take a pass. Plenty of alumni platform features don’t need AI to be effective. Aluminati’s mentor-matching process, for example, can run on clear, rules-based logic with no AI involved at all.
If a rules-based process can do it safer, better or more predictably, don’t use AI for the sake of it.
2. Non-AI guardrails around AI output
Where AI does make recommendations, rules-based checks should validate them before anything happens. If an AI suggests introducing a former junior employee directly to your current CEO, a simple seniority check can flag it for human review first.
Aluminati pairs AI with those guardrails by design, to validate outputs before they reach your team or your alumni.
3. Control that stays with your organization
Every AI capability should be something your team can switch on, or off. You decide when, and whether, AI is used.
4. Enterprise-grade security as standard
Aluminati is ISO 27001 certified, and we hold our AI subprocessors to the same standards we’re held to by our clients. You know where your data is processed, if it’s kept anywhere and how it’s kept secure.
5. Alignment with IT and security policies
Every organization’s AI requirements are different. Your alumni platform provider should work with your IT and security teams to make sure AI is deployed in line with your exact requirements. It should be able to flex when departments have stricter policies in place on AI deployment.
6. The vision and capability to expand your AI use
AI will have a huge positive impact on alumni platforms in the near future, and you’ll want to make sure yours is ready to take advantage. This might include:
- Reducing admin and increasing engagement, as AI supports small teams in content creation, moderation and even idea generation for alumni networking events.
- Gathering real evidence of what drives engagement, with measurable insights from programs and events that show what actually moves the needle.
- Introducing a personal network concierge, to instantly point alumni to the right match based on conversational requests rather than searching a network or applying filters.
So, can your alumni platform leverage AI safely?
The right alumni management platform should give you clear opportunities to benefit from AI, as long as the right safeguards are in place.
It should help you use AI deliberately, not by default. It should give you clear control and purpose in using AI, and have output checked by non-AI processes.
But when it does all of that - as Aluminati does - it will help you support AI adoption across your organization.
Book a private briefing today, and see how Aluminati aligns with your security and compliance requirements.
