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When Students Ask the Question, They Should Get the Answer.

How Columbia University reimagined student and staff support for IT and Procurement and freed their teams to focus on work that actually needs a human.

Institution
Columbia University
Partnership Since
January 2026
Department
IT + Procurement
Support Channels
Digital Agent Human Agent

The Problem

Columbia University’s IT department and Procurement team were both using legacy chatbots that had the same fundamental flaw: they could only answer questions they’d been specifically programmed to expect.

That sounds like a technology limitation. In practice, it was a student experience problem and a staff burden problem.

Students Couldn’t Get Answers on Their Own

The legacy chatbot required exact phrasing. A slight variation in how a student asked a question even about something it could technically answer produced no result. Instead of reducing calls and emails to staff, the chatbot added frustration.

Students Couldn’t Get Answers on Their Own

Password resets were repetitive, pattern-based work:
Every policy update, every new process, every change to IT or procurement procedures had to be manually translated into new chatbot responses. Keeping the system current was a job in itself and when it fell behind, users lost confidence in it.

Staff Were Maintaining the Bot Instead of Helping Students

Building responses, updating answers, and testing new intents required dedicated staff time. The tool meant to reduce the support burden was creating one. Meanwhile, students and faculty were still calling and emailing for answers the system should have provided.

One Tool Couldn’t Serve Two Very Different Departments

IT support and procurement have different language, different workflows, and different user needs. Serving both required running and maintaining two separate systems doubling the effort without creating any shared efficiency.

The result was a support model that promised self – service but delivered frustration.
Students called instead of self – serving. Staff maintained chatbot responses instead of advising. And as the university grew and policies changed, the gap between what the system knew and what students needed kept widening.

The Solution

Columbia partnered with BlackBeltHelp to reimagine how support works not by building a better version of the old tool, but by replacing the underlying approach entirely.

Instead of asking students and staff to learn how to talk to the support system, BlackBeltHelp built a support system that understands how they already talk.

BlackBeltHelp’s Digital Agents draw answers from the institution’s own documentation knowledge bases, websites, policy documents and keep those answers current automatically. There are no response lists to build, no configurations to update, and no intent libraries to maintain.

Crucially, BlackBeltHelp isn’t just a chatbot. When a question is too complex for self – service, Live Human Agents higher – ed trained and available around the clock step in. Students never hit a dead end. Staff don’t spend their day on questions technology can handle.

This is what modernized student support looks like: intelligent enough to answer automatically, connected enough to stay current, and human enough to know when to escalate.

The Journey

Columbia’s modernization followed a deliberate path beginning with a legacy chatbot deployment and advancing, over fourteen months, to a fully live, self – maintaining support model across two departments.

Dec 2024
Deployed
Legacy Chatbot Goes Live
Columbia IT (CUIT) launched an intent - based chatbot on cuit.columbia.edu. It answered common IT questions but required constant manual up keep and couldn't handle natural language variations.
Nov 2025
Built
Email Support Agent - Development Complete
An Al - powered email support agent was developed to automatically respond to and route IT support requests submitted by email. Awaiting deployment approval.
Jan 22, 2026
Jan 28, 2026
Live
CU Marketplace Digital Agent Goes Live
BlackBeltHelp launched a Digital Agent for Columbia's Procurement team. No manual answer - building required. The agent answers procurement questions drawn directly from current documentation. 246 conversations handled in the first weeks.
CUIT Digital Agent Upgraded
Columbia's IT support chatbot was replaced with a BlackBeltHelp Digital Agent. Answers are pulled dynamically from the knowledge base and live website. Staff no longer build or maintain response lists. 2,372 conversations handled.

The Results

Within weeks of launch, both Digital Agents were actively resolving student and staff questions without a single response list, and without staff intervention on routine queries.

2,372
IT Support Conversations
246
Procurement
2
Departments Modernized
0
Manual Maintenance

Before and After

BEFORE - Legacy Chatbot

Students had to phrase questions in exactly the right way anything else got no response

Every new question type required the IT team to manually build a new response from scratch

As policies changed, answers became outdated. Users stopped trusting the chatbot and called staff instead.

IT and Procurement each maintained separate chatbots, with separate maintenance burdens

Email support requests landed in staff inboxes and had to be triaged and answered manually

AFTER - BlackBeltHelp Digital Agent

Students ask naturally, in their own words. The Digital Agent understands them regardless of how they phrase it.

The Digital Agent draws answers from the institution's own documentation automatically no manual configuration needed.

Answers stay current because they come from live documentation not a static list built months ago.

A single BlackBeltHelp platform serves both departments. One system, two Digital Agents, shared infrastructure.

An email - based Digital Agent is built and ready to auto - respond and route requests deployment pending.

"We went from spending staff hours keeping the chatbot current to spending none. The support agent answers from our own documentation accurately, without us having to touch it."

Columbia University - CUIT

Why This Matters

What happened at Columbia isn't a technology story. It's a student experience story and a staff capacity story.

When support works the way students actually expect it to, the downstream effects are real: fewer calls to the help desk, fewer emails that go unanswered, fewer students who disengage because they couldn't get a basic question resolved. Staff who were spending time on repetitive queries are freed to do advising, not answering.

This is the promise of student support modernization not deploying technology for its own sake, but building a support model that scales without burning out the people running it.

Columbia's experience also demonstrates a key principle in how BlackBeltHelp approaches deployment: you don't have to change everything at once. The Digital Agents went live in Procurement first, then IT. Each deployment builds confidence, surfaces what's working, and creates the foundation for the next step.

For institutions considering the same path, the questions worth asking are straightforward:

  • How much staff time is currently spent maintaining support tools or answering questions those tools should handle?
  • What does it cost when a student can't get an answer and disengages from IT, from enrollment, from financial aid?
  • What would your team do with that time back?

Where Institutions Like Columbia Go Next

With digital chat Al agents live across Al and Procurement, Columbia has done what most institutions haven't yet: proven that modernized support works at scale, across departments, without ongoing staff maintenance. In our experience, institutions at this stage of the journey tend to ask the same three questions about what comes next.

VOICE
Bring Support to the Phone

For most campuses, students still pick up the phone especially for urgent issues like account lockouts and password resets. Voice Al handles those calls automatically, 24/7, without hold time or staff intervention. It's the same knowledge base that powers the digital chat Al agent, now accessible by voice.

PERSONALIZE
Make Support Student Specific

The most powerful expansion isn't adding more departments it's making answers personal. When a Chat Al agent is connected to your student information system, it stops answering general questions and starts answering the right question for that specific student: their registration hold, their financial aid status, their next steр.

EXPAND
Extend to Departments Across Campus

Institutions that modernize IT support quickly ask: where else are our staff fielding questions students could answer themselves? Enrollment, Financial Aid, and the Registrar are the most common next step same platform, same approach, new knowledge bases built around each department's content.