Workshop Output Strategic Opportunity Report

Where AI can meet Urban Arts across every part of the organization.

A synthesis of the ideas your team generated — clustered into strategic themes, prioritized by impact and effort, and sequenced into a practical roadmap leadership can act on.

61ideas surfaced
5functional pillars
7strategic themes
May 2026workshop date
GP OE MI ED BP URBAN ARTS
61
Ideas generated by the team across all functional areas
7
Cross-cutting strategic themes that emerged from the synthesis
8
Lighthouse opportunities identified as highest-leverage starting points
3
Implementation horizons: Now (0–3 mo), Next (3–9 mo), Later (9+ mo)
Executive Summary

What the team told us, in one paragraph.

The Urban Arts team sees AI as a force multiplier — not a replacement for the human craft at the center of your work, but a way to do significantly more of it. Across 61 ideas, three patterns stood out: radically expanding capacity (write 4x the grants, scale Game Academy to 100,000 students, produce 10x more content), finally seeing the whole picture (centralize data, surface students who need support, track impact beyond what's in a spreadsheet), and going national (target outreach, build an online community, position Urban Arts so colleges and companies know the name).

The strongest opportunities are not technology projects in isolation — they're places where AI unlocks something the team has been wanting to do for a long time. This report organizes those opportunities so leadership can decide where to invest first.

Strategic Themes

Seven cross-cutting themes emerged from 61 raw ideas.

When we clustered the workshop output, the same big ideas kept showing up under different functional banners. These are the strategic threads worth pulling.

Donor Intelligence
8 ideas · Growth & Partnerships

From identifying HNW prospects to automating stewardship, the team wants to know donors better and reach them more personally — without manual data sleuthing.

Grant Velocity
5 ideas · Growth & Partnerships

"Write 4x the grants in half the time" was the standout line. Pair it with smarter funding-opportunity discovery and you have a development engine that compounds.

Data Unification & Insight
12 ideas · Operational Excellence

The biggest pain point in the room: data lives everywhere. Centralizing it — and then building dashboards, audit prep, and student-support flags on top — is foundational.

Engagement at Scale
11 ideas · Mission & Innovation

Online communities, gamified experiences, parent engagement, alumni tracking, weekly college follow-ups. The thread: stay meaningfully connected to thousands of students at once.

Async Learning & Onboarding
7 ideas · Employee Development

Capture live lessons for subscription learning. Build onboarding videos that shorten the ramp-up. Personalized PD plans. Free senior staff time from being a help desk.

National Brand & Outreach
10 ideas · Brand Positioning

SEO, content production at 10x, targeted national outreach, telling Urban Arts' story to colleges and corporate hirers. Becoming a household name in arts education.

Operational Productivity
8 ideas · Cross-functional

Email drafting, policy generation, document rebranding, prioritization help, common HR Q&A. The "give-everyone-an-extra-half-day-a-week" theme.

Top Voted Use-Cases

What the team chose to bet on.

After generating 61 ideas, participants voted on the ones they most wanted Urban Arts to pursue. These eight rose to the top — and a clear pattern emerged about where the team's energy is most concentrated.

Mission & Service Innovation

Scale Game Academy to more of a Game ON Model, where we teach OST instructors the curriculum to sell.

→ Featured in the AI Canvas Deep Dive
Mission & Service Innovation

Expand college partnerships.

Brand Positioning

Targeted national outreach & scaling.

Brand Positioning

More community-based engagement.

Brand Positioning

Recruitment — students, teachers, and schools.

Mission & Service Innovation

Engage students and track data years after they've left Urban Arts — and keep the most up-to-date info on them.

Employee Development

Ongoing, consistent professional development — create a culture of learning.

Brand Positioning

Increase awareness nationally.

The pattern

Seven of the eight top-voted ideas are about scale, reach, and external presence — national outreach, expanding partnerships, recruiting more students and teachers, deepening community engagement, staying connected with alumni. Your team's energy is pointed outward.

Notable, too: the top-voted ideas skewed heavily toward growth and visibility. Operational, data, and fundraising ideas, which featured prominently in the brainstorm, didn't carry the same vote. A worthy leadership question: do you start where the team's energy is highest, or invest in the foundations that unlock everything else? The answer is often both — but in different sequences and with different owners.

Vote distribution across pillars
Brand · 4 votes Mission · 3 Emp · 1
Prioritization

Impact vs. effort: where the leverage really sits.

Each dot is a strategic theme, placed by the value it can unlock and the effort required to get there. Hover for detail. Quick Wins are where to start; Strategic Bets are where to plan.

Quick Wins
Strategic Bets
Fill-ins
Reconsider
Effort & Complexity →
Low
High
Low
High
↑ Impact
Grant Velocity
High impact, modest effort — biggest near-term ROI
Operational Productivity
Email, policies, HR Q&A — quick to deploy across staff
Data Unification & Insight
Foundational — unlocks everything else but takes investment
Engagement at Scale
Game Academy 100K, gamified platform — visionary, multi-year
Donor Intelligence
Real revenue lift, needs CRM groundwork first
Async Learning
Fast to start with onboarding videos; scales meaningfully
National Brand & Outreach
10x content production is real but needs distribution strategy
Grant Velocity
Operational Productivity
Data Unification
Engagement at Scale
Donor Intelligence
Async Learning
National Brand
Lighthouse Opportunities

Eight ideas worth a deeper look.

If leadership only acts on a handful of opportunities in the next year, these are the ones we'd build a business case around first. Each is anchored in a real idea the team named.

— Lighthouse 01
A grant-writing co-pilot that 4x's your output

A purpose-built AI assistant that pulls from your past proposals, drafts tailored language for each funder, surfaces new opportunities, and flags which ones fit your strategic priorities. Ideated by the team verbatim.

High impact Low effort Now (0–3 mo)
— Lighthouse 02
Donor Intelligence platform: HNW discovery to stewardship

A connected layer that identifies new HNW prospects, segments existing donors, automates personalized acknowledgements, and produces a stewardship roadmap — replacing the manual hunt-and-peck that consumes development time today.

High impact Medium effort Next (3–9 mo)
— Lighthouse 03
One centralized data layer with live dashboards

Replace the yearly manually-built spreadsheet with a connected data layer that ingests participation, attendance, student work, and outcomes — then auto-generates the dashboards and audit-prep reports the team currently builds by hand.

Foundational High effort Next (3–9 mo)
— Lighthouse 04
Scale Game Academy to 100,000 students

A train-the-trainer + AI-supported curriculum model. OST instructors license and teach the Game Academy curriculum nationally, with AI handling personalization, student support, portfolio development, and instructor enablement.

Transformational High effort Later (9+ mo)
→ View AI Canvas Deep Dive
— Lighthouse 05
Gamified Urban Arts digital experience

The biggest ambition in the room: an interactive extension of the classroom where students, teachers, and other stakeholders earn points, share work, and stay engaged beyond program hours. A community + retention + brand asset, all in one.

High impact High effort Later (9+ mo)
— Lighthouse 06
Async onboarding & training library

Generate onboarding videos, capture live lessons in a subscription-style learning library, build interactive Q&A flows for HR, and produce personalized PD plans for staff. Frees senior staff time and lifts new-hire productivity.

Medium impact Low effort Now (0–3 mo)
— Lighthouse 07
National outreach & content engine

"Produce 10x more content and tell more stories." A content engine that turns student work, alumni journeys, and program outcomes into a steady stream of placements — paired with SEO and targeted national outreach to colleges, schools, and partners.

High impact Medium effort Next (3–9 mo)
— Lighthouse 08
Alumni & college-access tracking

Weekly college-application follow-up agents, post-program student tracking, parent engagement nudges. Turn Urban Arts from a program students attend into a community they stay connected to — with measurable longitudinal outcomes.

High impact Medium effort Next (3–9 mo)
← Back to Lighthouse Opportunities
Canvas Deep Dive · Lighthouse 04

One Lighthouse idea, under the microscope.

After voting, the team took their highest-priority opportunity through the AI Use-Case Canvas — a structured exercise that pressure-tests an idea across thirteen dimensions before resources get committed. Here's what surfaced, in the team's own words, with light polish where the canvas needed more flesh.

High-Impact AI Use Case
Scale Game Academy by using AI to create first drafts of curriculum.
90-day pilot Upper-end of low cost High-impact
Problem
What specific problem or challenge does this use case aim to solve?
Each new cohort or pilot demands fresh curriculum, but the team's design bandwidth is fixed. Material cost and capacity have become the constraint on how fast Game Academy can grow.
  • Lack of material to support new content
  • Cost of producing material
  • Capacity of the curriculum design team
Users
Who is the end user and how will they interact with the solution?
Two user types: curriculum designers operating the AI drafting workflow, and the students who ultimately engage with the resulting lessons.
  • Workflow users — Urban Arts curriculum designers & teachers
  • Application users — students experiencing the curriculum
Data
What input data is needed for this use case?
The model is grounded in Urban Arts' own assets — making the output authentically theirs rather than generic AI-generated content.
  • Current lesson structure
  • Prompts
  • Standards
  • Slide decks
  • Student guides
Flow noted by team: Slide decks → Student guides
Integration
Where does the use case fit within the existing infrastructure and how will humans interact with it?
Drafted curriculum needs to flow into both program tracks without forking content or creating divergent versions.
  • National programs
  • Local programs
Risks
Any compliance, reputational or competency risks to address?
  • Losing culture / in-person experience
  • Crowding out other duties
  • Wrong use of generated material
  • Reputational risk if quality doesn't meet the mark
  • Content stagnation over time
Value Prop
How does this use case add value to Urban Arts?
The value compounds in three directions — student reach, organizational agility, and the in-school / after-school pipeline.
  • More self-service learning
  • Resources put in students' hands
  • In-school / after-school pipeline
  • Serve more students
  • Adapt to change faster
  • Enable teachers & partners
  • UA more efficient operationally
  • Helps attendance & enthusiasm
Stakeholders
Who are the people or units impacted by this use case?
A wide stakeholder map — surfacing the need for clear communication and change management from day one.
  • Students
  • Workflow users (designers)
  • Urban Arts staff
  • Teachers
  • District partners
  • Parents
AI Solution
What types of AI (GenAI, NLP, ML, CV) are being applied?
A modern LLM (Claude- or GPT-class) operating in a retrieval-augmented setup — Urban Arts' existing slide decks, lesson structures, and standards form the knowledge base. Prompt templates tailored to lesson types ensure drafts arrive in a usable structure, with a human-in-the-loop review layer keeping curriculum designers in control of quality.
  • Generative AI / LLM access
  • Retrieval over Urban Arts content library
  • Structured prompt templates by lesson type
  • Human-in-the-loop review workflow
Resources
What human, data, infrastructure or technical resources are required?
  • Time to review generated content
  • IT support for tool setup & access
  • Additional staff capacity / hours
  • Human-centered design discipline
Challenges
What are potential roadblocks?
  • Inconsistent source documents
  • Prioritization vs. other work
  • Alignment on approach across the team
  • Selecting the right tooling
Metrics & KPIs
How will success be measured?
A mix of velocity, quality, and reach metrics. Together they tell us whether AI-drafted curriculum is good enough to publish, fast enough to matter, and helping Urban Arts reach more students.
  • Reduction in editing effort per draft
  • % of drafts published as-is or with minor edits
  • Number of edits per draft
  • Speed: concept to first draft
  • Volume of drafts produced
  • Finalized lesson plans shipped
  • Pilot school feedback (qualitative)
  • Growth in student population reached
Costs & ROI
What are the costs of development and maintenance? When can we expect an ROI?
Cost profile sits at the upper end of "low" — primarily staff time for review and pilot oversight, plus modest LLM and tooling subscription costs. The hidden cost is opportunity cost: hours spent here are hours not spent on other priorities. ROI lands inside the 90-day window if drafts publish at a strong rate and curriculum-design hours-per-lesson measurably drop.
  • Upper-end of low (estimated low five figures)
  • Time away from existing work
  • Other work deprioritized during pilot
  • Expected ROI inside 90 days if metrics hit
Timeline
What is the expected timeline for implementation?
A 90-day pilot — long enough to produce real artifacts, short enough to keep momentum. A natural phased breakdown:
  • Weeks 1–2: Discovery — pick lesson type, audit content
  • Weeks 3–6: Build — set up tooling, draft prompts
  • Weeks 7–10: Pilot — produce drafts, review & edit
  • Weeks 11–12: Evaluate & plan rollout
A note on this canvas. The thirteen fields above were filled in by the Urban Arts team during the workshop. We preserved their inputs verbatim and added light polish in the AI Solution, Costs & ROI, and Timeline cards — places where the workshop format left some details to be sketched out later. The next move is to take this canvas into a 90-day pilot scoping conversation with the curriculum and IT leads.
Implementation Roadmap

A practical sequencing: Now, Next, Later.

Built to balance momentum with foundation-laying. The Now bucket gives the team early wins and confidence. Next builds the platform layer. Later is where the visionary bets land.

01
Now · 0–3 months
Build momentum
Low-effort, high-trust wins that prove the value.
  • Grant-writing co-pilot (start with proposal library + funder research)
  • Automated donor thank-yous & personalized acknowledgements
  • Email drafting & internal communication shortcuts for all staff
  • Async onboarding videos & HR Q&A bot
  • Document auto-rebrand when logos/colors change
  • Prioritization & time-management support for senior staff
02
Next · 3–9 months
Build the platform
Foundations that unlock the bigger ambitions.
  • Centralized data layer + live dashboards (replaces yearly spreadsheet)
  • Donor Intelligence: HNW discovery, segmentation, stewardship
  • Content production engine + national SEO & outreach
  • Student-support flagging (surface students who need more attention)
  • College application follow-up + alumni tracking
  • Parent engagement program + accessible materials
03
Later · 9+ months
Build the future
The transformational bets — multi-year ambitions.
  • Scale Game Academy to 100,000 students (OST train-the-trainer model)
  • Gamified Urban Arts digital community & engagement platform
  • Productize college-access curriculum for parents/teachers nationwide
  • Engaging digital learning community for teachers across the US
  • Position Urban Arts as a training pipeline for corporate hirers
  • Real-time longitudinal impact tracking, years after program exit
All Ideas

Every idea the team surfaced.

All 61 ideas, preserved in the team's own language. Filter by pillar to see what came up where.

Filter:
What's Next

Five concrete moves for leadership.

Suggestions for turning this report from a document into a decision.

1

Pick two Now-bucket wins to pilot in the next 30 days

The grant co-pilot and the async onboarding library are both fast to stand up and have visible internal payoff. Use them to build organizational confidence in AI before tackling bigger lifts.

2

Identify an AI champion on each team

Workshop participants are your earliest believers. Name one champion per functional area so adoption isn't bottlenecked at the ED level — and so wins compound across the org.

3

Commission a data-layer scoping sprint

The centralized data theme is foundational to almost everything else. A 2–3 week scoping engagement now sets up the platform investment in the Next bucket without delaying anything else.

4

Frame the Game Academy 100K vision externally

This is the funder & partner story. Even before implementation, the ambition itself is a positioning asset for Urban Arts. Build a one-pager and start the conversations.

5

Set a 90-day check-in

Revisit this report in three months with the team. What landed? What didn't? Which ideas surprised you? Treat this as a living artifact, not a one-time deliverable.