Top 10 AI Prompts and Use Cases and in the Education Industry in Sioux Falls

By Ludo Fourrage

Last Updated: August 27th 2025

Sioux Falls educators using AI tools on laptops in a classroom, with local skyline in background

Too Long; Didn't Read:

Sioux Falls schools are piloting AI across levels 0–4 with human oversight. An 800‑staff survey found over 50% nonusers; adopters save ~5 prep hours/week. Top use cases: tutoring, assessment, writing coaches, personas, curriculum tools, cybersecurity simulations, chatbots, and syllabus AI policies.

Sioux Falls is treating AI like a classroom innovation that needs clear guardrails: district leaders, AI committees and family listening sessions are surveying staff and students and drafting guidance that spans levels 0–4 (from no AI to full AI with human oversight) so human judgment stays central.

An early staff survey of about 800 people found more than half aren't using AI yet, while adopters lean on it for adaptive lessons, assessments, lesson planning and admin work - benefits weighed against real classroom distractions (it can take up to 20 minutes to refocus after a disruptive phone notification).

Local coverage tracks the district's next steps, and the district's AI framework and web resources are already collecting community feedback. For Sioux Falls educators seeking practical, job-ready skills, Nucamp's AI Essentials for Work bootcamp is a 15‑week option that focuses on prompt writing and workplace AI use; see the Argus Leader report and the district AI page for current plans and timelines.

BootcampLengthEarly Bird CostCourses
AI Essentials for Work - 15-week bootcamp focused on AI at Work, prompt writing, and job-based practical AI skills (Nucamp) 15 Weeks $3,582 AI at Work: Foundations; Writing AI Prompts; Job Based Practical AI Skills

“don't let artificial intelligence make you artificially dumber.”

Table of Contents

  • Methodology: How we chose the Top 10 Prompts and Use Cases
  • ChatGPT for Automated Tutoring and Personalized Learning
  • Microsoft 365 Copilot for Assessment and Feedback
  • Khanmigo as a Writing Coach and Formative Tool
  • Delve AI–Style Persona Tools for Student Engagement and Outreach
  • Oak National Academy Tools and Smart Sparrow for Curriculum Design
  • Maths Pathway and VirtuLab for Hands-On Skill Training
  • Microsoft Defender Attack Simulation Training for Cybersecurity Education
  • Chipp (chip.ai) for Local Workshops, Events, and AI Literacy
  • Jill Watson and Other Institutional Chatbots for 24/7 Support
  • Policy and Ethics: Drafting AI Syllabus Statements with UWM CETL Templates
  • Conclusion: First Steps for Sioux Falls Educators
  • Frequently Asked Questions

Check out next:

Methodology: How we chose the Top 10 Prompts and Use Cases

(Up)

Selection of the Top 10 prompts and use cases began by triangulating local guidance, reporting and higher-education expertise: the Sioux Falls School District's collaboratively developed AI framework - built with administrators, educators, students and parents - served as the ethical North Star for fairness, transparency and accountability (Sioux Falls School District AI framework and resources), while coverage of classroom practice helped surface real teacher needs and disruptions that matter (local reporting shows districts actively surveying use and concerns: Local reporting on how schools are talking about AI in the classroom).

Practicality was weighted heavily: use cases had to be pilotable, privacy-compliant, and yield measurable time savings or learning gains - criteria informed by DSU's outreach work with businesses and AI agents, which emphasizes bridging ideas into startup-ready, efficient workflows (Dakota State University faculty and student AI support for local businesses).

Prompts were then stress‑tested against district concerns (classroom focus and the very real cost of distraction - students can take up to 20 minutes to refocus after a notification), workforce pathways at USD, and a short checklist for district pilots so every use case can be scaled responsibly and transparently.

“AI is the innovation of the century.”

Fill this form to download the Bootcamp Syllabus

And learn about Nucamp's Bootcamps and why aspiring developers choose us.

ChatGPT for Automated Tutoring and Personalized Learning

(Up)

ChatGPT can function as an on-demand tutor and lesson co‑pilot for Sioux Falls classrooms by automating routine supports - generate multiple‑choice quizzes, study guides, flashcards, or age‑appropriate explanations in seconds and then tailor them to students who need extra scaffolding; Teaching Channel's “50 ChatGPT Prompts for Teachers” offers ready‑made prompts

Create a rubric to grade an 8th grade informational report on the history and culture of the Dakota tribal nation

that make this practical work reproducible across grade levels (Teaching Channel 50 ChatGPT Prompts for Teachers guide).

Early adoption data and reviews show real time savings - about five hours per week on prep tasks in one estimate - time that can be redirected to small‑group coaching or to reducing classroom disruption (districts know students can need up to 20 minutes to refocus after a notification) (eSpark Learning: Best ChatGPT Prompts for K‑12 Teachers).

Start small and local: pilot prompts alongside privacy and equity checks using a district checklist so automated tutoring augments - not replaces - teacher judgment and keeps learning culturally relevant for South Dakota students (District AI pilot checklist for Sioux Falls education).

Microsoft 365 Copilot for Assessment and Feedback

(Up)

Microsoft 365 Copilot is emerging as a practical tool for Sioux Falls schools to speed assessment and sharpen feedback without replacing educator judgment: in Assignments Copilot it can expand a teacher's summarized comments (after a minimum 50 characters) into clearer, tone‑matched feedback - Basic, Instructional, or Coaching - while always requiring the educator to review and approve any suggested text rather than using it to assign grades (Microsoft AI Feedback Suggestions Responsible AI FAQ for Assignments Copilot).

Likewise, Copilot's rubric‑generation tools can rapidly draft standards‑aligned rubrics that teachers edit and attach to assignments, trimming front‑end prep time but still demanding local validation and clear criteria (Microsoft Copilot rubric creation with AI guide).

For school leaders, similar observation tools promise same‑day, framework‑aligned feedback so coaching happens while lessons are fresh; districts should pilot these features alongside privacy checks, staff training, and the district AI checklist to protect student data and instructional equity (Edthena Observation Copilot streamlined observation and feedback tool), turning hours of paperwork into minutes of meaningful follow‑up that directly benefits classroom practice.

“If we could help that principal take the process from an hour down to 20 minutes, she now has 40 more minutes to spend on high-impact interactions,” Adam said.

Fill this form to download the Bootcamp Syllabus

And learn about Nucamp's Bootcamps and why aspiring developers choose us.

Khanmigo as a Writing Coach and Formative Tool

(Up)

Khanmigo's Writing Coach is a practical, classroom-ready AI tutor that South Dakota teachers can pilot to lift routine writing feedback off teachers' plates while keeping instruction local and teacher-led: the tool walks students through outlining, drafting, targeted analysis, and revision, lets teachers assign essays from a class roster and track real-time progress, and even supports exporting finished work to Word, PDF or Google Drive (see the Khan Academy Writing Coach guide and the free Khanmigo Writing Coach page).

For Sioux Falls classrooms where equity, privacy checks and clear rubrics matter, Writing Coach pairs well with short, scaffolded pilots because students can submit a first draft for feedback only once and then resolve highlighted items one-by-one using a running count of resolved feedback - an approach that encourages revision habits rather than one-off fixes.

Combine this with Khan Academy's prompt-writing guidance for educators to teach stronger prompts and more meaningful student reflection during every stage of the essay process.

“A prompt for an AI is a specific instruction or question given to the AI to generate a desired response or output. It helps provide context and guidance for the AI to understand what is expected of it.”

Delve AI–Style Persona Tools for Student Engagement and Outreach

(Up)

Delve‑style persona tools give Sioux Falls schools a practical, low‑friction way to map who they're trying to reach and how best to speak with them: Persona generators pull first‑party analytics plus public signals to create segment profiles, digital‑twin chatbots let staff “ask” a synthetic parent or student what messaging lands, and synthetic research can surface outreach priorities in minutes - so a communications team can rapidly test whether a family prefers email, evening texts, or community‑center flyers.

Those same capabilities help craft culturally relevant prompts and outreach for local pilots while keeping human review in the loop; schools can pair a persona pilot with an existing district checklist for privacy and equity checks.

Explore how the Persona Generator and Digital Twin work at Delve's site, read the practical persona templates for step‑by‑step guidance, and use a district pilot checklist to move from idea to tested outreach without guessing at audience needs.

Delve FeatureClassroom / Outreach Use
Delve Persona Generator for education outreachBuild data‑driven student, family, and community segments for tailored communications
Digital Twin / Synthetic ResearchRole‑play interviews and run scalable, low‑cost feedback sessions with simulated users
Delve persona templates and journey maps for schoolsCreate content and event plans that match channel preferences and decision points
Local pilot checklistDistrict pilot checklist for AI in Sioux Falls education for privacy, training, and scaling

“Delve AI is a great tool for data driven marketers. Understanding the customer reduces the cost to acquire them.”

Fill this form to download the Bootcamp Syllabus

And learn about Nucamp's Bootcamps and why aspiring developers choose us.

Oak National Academy Tools and Smart Sparrow for Curriculum Design

(Up)

Oak National Academy offers Sioux Falls teachers a practical, low‑cost springboard for curriculum design: free, fully sequenced curriculum plans that are national curriculum‑aligned and editable so districts can slot lessons into local standards and cultural touchpoints rather than starting from scratch; teachers can download slide decks, worksheets and full units, and logged‑in users gain access to Aila, Oak's AI lesson assistant to speed planning (see Oak National Academy free curriculum-aligned plans and the step-by-step guide to downloading Oak National Academy subject curricula).

In practice this means a South Dakota classroom can pick a ready‑made KS3 science unit - complete with starter and exit quizzes, videos and printable worksheets - and tailor examples (bring a cactus or a Venus fly trap to class, or swap in a local case study) to boost relevance.

Oak's evidence‑informed sequencing and accessibility features are designed to cut planning time (many teachers report hours saved weekly), freeing educators to focus on instruction and culturally responsive tweaks rather than reinventing every lesson.

Oak FeatureHow Sioux Falls Schools Can Use It
Oak National Academy free curriculum-aligned plansDownload and adapt units to match local standards and community examples
Editable slide decks & worksheetsCustomize lessons for local culture, vocabulary, and district rubrics
How to download Oak National Academy subject curricula and access AilaSave prep time and use AI‑assisted planning while retaining teacher oversight

“For me, it's about having a bank of high quality resources available to me that reduces my planning time and gives me a really strong starting point for the planning of any lesson.” - Alisha, secondary teacher

Maths Pathway and VirtuLab for Hands-On Skill Training

(Up)

Math pathways refocus gateway math around real workforce and program needs - so Sioux Falls students aiming for business, social sciences, or STEM aren't rerouted into a one-size-fits-all College Algebra track but into courses that match their goals and build applied skills; research shows students who complete a college‑level math course in their first year are markedly more likely to earn a postsecondary credential, and corequisite supports have helped some campuses multiply first‑course pass rates five to six times while shortening time to mastery (Dana Center Mathematics Pathways monograph on mathematics pathways, Complete College America overview of math pathways).

For local pilots, the practical move is to align learning outcomes with programs of study, add co‑requisite coaching that builds hands‑on reasoning, and coordinate advising so students enroll in the math that advances their career plans - pair these reforms with a short district pilot checklist so privacy, transferability and equity stay front and center (district pilot checklist for privacy, transferability, and equity).

The payoff is concrete: clearer pathways that reduce wasted semesters and make math a gateway to jobs, not a gatekeeper.

Pathway ElementHow Sioux Falls Can Use It
Quantitative ReasoningOffer a program‑relevant gateway for non‑STEM majors to meet degree requirements without unnecessary algebra
Statistics PathwayAlign introductory statistics with majors that require data literacy and applied analysis
Corequisite SupportProvide in‑course supports so underprepared students complete college‑level math in the same term

Microsoft Defender Attack Simulation Training for Cybersecurity Education

(Up)

For Sioux Falls schools building student- and staff-centered cyber resilience, Microsoft Defender's Attack Simulation Training turns classroom habits into measurable defenses: admins can launch harmless, realistic phishing campaigns from the Defender portal (go to the Simulations tab at Microsoft Defender Attack Simulation Training portal) to test vulnerability, assign follow‑up lessons, and track improvement with analytics like predicted vs.

actual compromise rates. The tool works with dynamic groups and automation so districts can target staff, teachers, or role-based cohorts and schedule randomized deliveries that respect local time zones; training content is built in and localizable, with dozens of modules available to remediate risky behavior.

Because a single click can expose systems, start small - pilot one automation against one group, review the per-user reports, and use assigned training campaigns to close gaps - then scale.

Licensing and trial options are documented by Microsoft, and the public security page explains how simulations fit into a broader awareness program; see the Microsoft Attack Simulation Training overview and setup guide for setup steps and best practices.

Common TechniquePurpose for Schools
Credential HarvestTest staff/student response to fake login pages and teach password hygiene
Malware Attachment / LinkSimulate risky attachments/links and follow up with targeted modules
OAuth Consent Grant / QR codesModel modern social‑engineering vectors used against districts and teach safe app consent

Chipp (chip.ai) for Local Workshops, Events, and AI Literacy

(Up)

For Sioux Falls schools and community partners looking to run accessible, low‑cost AI events, local Chipp (chip.ai) listings can act as the neighborhood bulletin board for workshop series modeled on proven templates: run a Day of AI–style hands‑on curriculum day for K–12 and families (Day of AI K–12 hands-on curriculum), borrow the CHI workshop's interdisciplinary framing to mix explainability, ethics and practical classroom activities (CHI 2023 AI Literacy Workshop interdisciplinary model), and adapt the McGill library “Keeping Up with Artificial Intelligence” series to fit school libraries and public library partners so every session welcomes non‑technical adults and students alike (Academic library AI literacy workshop model: Keeping Up with Artificial Intelligence).

A simple, reproducible extra: run a short “AI family tree” activity (a CHI/choice360 idea) at the start of an event so parents and students can map AI concepts together - an instantly memorable image that turns abstract tools into a family reunion of ideas and makes the “so what?” obvious: AI literacy is teachable, local, and useful for everyday decisions.

“AI is for everyone”

Jill Watson and Other Institutional Chatbots for 24/7 Support

(Up)

Sioux Falls districts exploring 24/7 student supports should watch the evolution of Jill Watson and sister institutional chatbots: Georgia Tech's Jill Watson - now rebuilt with Retrieval‑Augmented Generation and ChatGPT backends to ground answers in course materials - has proven it can handle massive volumes (the original system answered roughly 80% of some 10,000 annual forum questions) and lift repetitive work so teachers can focus on coaching and culturally responsive instruction (Georgia Tech's Jill Watson - Design & Intelligence Lab).

Recent experiments show notable benefits - improved teaching presence, higher A‑grade rates and lower C‑rates in treatment sections - while researchers are actively building guardrails (fact‑checking layers and confidence warnings) to catch hallucinations before students see them, a practical lesson for districts that must balance access with accuracy (EdSurge article on preventing chatbot hallucinations in education).

For Sioux Falls, a measured pilot - one course, clear knowledge bases, human oversight and the district AI checklist - lets schools gain a tireless, on‑demand assistant (one that “never seems to sleep”) without trading away educator judgment or student safety.

MetricReported Result
Answer accuracy (varied datasets)~75%–97% (textbook questions often >90%)
Grade outcomes (with Jill vs without)A grades ~66% vs ~62%; C grades ~3% vs ~7%

“ChatGPT doesn't care about facts, it just cares about what's the next most‑probable word in a string of words.” - Sandeep Kakar

Policy and Ethics: Drafting AI Syllabus Statements with UWM CETL Templates

(Up)

Clear, practical syllabus language is the fastest way Sioux Falls instructors can turn anxious questions about AI into teachable moments: UWM‑CETL's templates show three usable models - allow, allow with limits, or prohibit - and urge courses to spell out how, when, and why AI tools may be used, plus citation rules and consequences for misuse (UWM CETL artificial intelligence and teaching syllabus templates).

Sample wording from peer institutions helps make this concrete (for example, require students to cite AI, submit the prompt used, or retain chat transcripts for review), so a syllabus can ask students to attach the exact prompt and keep transcripts for a short period after the term as part of classroom documentation (UW–Madison AI statements for course syllabi examples).

Protecting student data is non‑negotiable - do not upload FERPA‑protected work to unsupported chatbots and note that AI‑detection tools are unreliable and often discouraged - so pair any syllabus clause with a short district pilot checklist to ensure privacy, training, and equity safeguards are in place (district pilot checklist for AI in education - Sioux Falls privacy and equity safeguards).

Conclusion: First Steps for Sioux Falls Educators

(Up)

Sioux Falls educators ready to move from conversation to action can follow a few concrete first steps: anchor pilots in the district's collaboratively developed framework (Sioux Falls School District AI framework and guidance), form a cross‑functional steering team, run one focused, semester‑long instructional pilot with clear KPIs, and use a practical checklist to manage privacy, training, and equity (Sioux Falls district pilot checklist for AI in education).

Pair the pilot with a short data audit and regular professional development so tools save teachers time instead of adding new logins; for teams seeking structured upskilling, Nucamp's AI Essentials for Work is a 15‑week program that teaches prompt writing and workplace AI use to turn hours of prep into minutes of higher‑impact instruction (Nucamp AI Essentials for Work - 15-week bootcamp syllabus).

Keep pilots small, report outcomes publicly, prioritize equitable access and cultural relevance, and scale only after human review proves tools help students and educators alike.

ProgramLengthEarly Bird CostCourses Included
Nucamp AI Essentials for Work - 15-week program 15 Weeks $3,582 AI at Work: Foundations; Writing AI Prompts; Job Based Practical AI Skills

Frequently Asked Questions

(Up)

What are the top AI use cases Sioux Falls schools are piloting?

Sioux Falls schools are piloting AI across classroom instruction and operations with practical, privacy‑minded uses: automated tutoring and personalized learning (ChatGPT for quizzes, study guides, scaffolds), assessment and feedback (Microsoft 365 Copilot for tone‑matched comments and rubric drafting), writing coaching (Khanmigo), persona‑driven outreach (Delve‑style tools), curriculum design support (Oak National Academy/Aila), hands‑on math pathways and virtual labs, cybersecurity training simulations (Microsoft Defender Attack Simulation), community AI literacy workshops (Chipp events), and institutional chatbots (Jill Watson–style RAG bots) for 24/7 support. Each use case is recommended to run as a small, scaffolded pilot with privacy, equity, and human‑in‑the‑loop guardrails.

How did we choose the Top 10 prompts and use cases for Sioux Falls?

Selection combined local district guidance (Sioux Falls School District's collaboratively developed AI framework), regional reporting about classroom needs and disruptions, and higher‑education/workforce expertise. Criteria emphasized practicality: pilotability, FERPA‑compliant data handling, measurable time savings or learning gains, and alignment with district priorities (keeping human judgment central). Prompts and workflows were stress‑tested against classroom distraction risks, workforce pathways, and a district pilot checklist to ensure scalable, equitable pilots.

What practical steps should Sioux Falls educators take to start an AI pilot safely?

Start small and local: anchor a pilot to the district's AI framework, form a cross‑functional steering team, run one semester‑long instructional pilot with clear KPIs (time saved, learning gains), complete a short data audit, apply the district pilot checklist for privacy/equity/training, require human review of AI outputs, and report outcomes publicly. Provide PD on prompt writing and tool use (for example, Nucamp's 15‑week AI Essentials for Work), limit uploads of FERPA‑protected material to unsupported services, and scale only after human oversight demonstrates benefits.

What benefits and risks have local surveys and early adoption shown?

Early staff surveys (about 800 respondents) show more than half aren't using AI yet; adopters report time savings - estimates like ~5 hours saved weekly on prep tasks - and improved feedback turnaround. Measured benefits include quicker rubric and assignment prep, scalable tutoring support, and potential improved grade outcomes in RAG chatbot trials. Risks include classroom distraction (students can take up to 20 minutes to refocus after notifications), hallucinations or inaccurate outputs, privacy/FERPA concerns, and equity issues. District guidance stresses human oversight, privacy checks, and clear syllabus/policy language.

What training or programs are available to help Sioux Falls educators build AI prompt and workplace skills?

For structured upskilling, Nucamp's AI Essentials for Work is a 15‑week bootcamp (early bird cost listed at $3,582 in the article) covering AI at Work foundations, writing AI prompts, and practical, job‑based AI skills. Additional free or low‑cost resources referenced include Khan Academy (Khanmigo guidance), Oak National Academy curriculum packs and Aila lesson assistant, Microsoft and Delve documentation for tool pilots, and community workshop templates via Chipp. Pair training with district pilot checklists and in‑district PD so tools reduce prep time rather than add new administrative burdens.

You may be interested in the following topics as well:

N

Ludo Fourrage

Founder and CEO

Ludovic (Ludo) Fourrage is an education industry veteran, named in 2017 as a Learning Technology Leader by Training Magazine. Before founding Nucamp, Ludo spent 18 years at Microsoft where he led innovation in the learning space. As the Senior Director of Digital Learning at this same company, Ludo led the development of the first of its kind 'YouTube for the Enterprise'. More recently, he delivered one of the most successful Corporate MOOC programs in partnership with top business schools and consulting organizations, i.e. INSEAD, Wharton, London Business School, and Accenture, to name a few. ​With the belief that the right education for everyone is an achievable goal, Ludo leads the nucamp team in the quest to make quality education accessible