Sponsorship Plan: Sustaining Open Intelligent Textbooks
Why Sponsorship?
This plan outlines a practical, values-aligned approach to sponsorship that keeps every textbook free and open while covering the real costs of creating them.
Executive Summary
The Intelligent Textbooks project is committed to making high-quality education accessible to all through free, open-source textbooks. Creating these textbooks has real costs: AI image generation for covers and diagrams, API calls for content generation, and the time required to maintain 70+ case study textbooks.
Sponsorship is not about profit. It is about cost recovery so this project can sustain itself and continue growing. Every textbook remains free under the CC BY-NC-SA 4.0 license, and sponsors receive recognition and tangible rewards rather than content influence.
The strategy has three pillars:
- GitHub Sponsors for recurring individual and organizational support
- Axiom the Owl merchandise through a partnership with ShilpiWorks for custom laptop stickers and laser-cut bookmarks
- Conference and workshop bundles to spread awareness
Pros and Cons with Objective Metrics
Pros
| Pro | Description | Metric to Track | Target |
|---|---|---|---|
| Cost Coverage | Offset AI image generation and API costs | Monthly API spend vs. sponsorship revenue | Revenue covers 80% of costs within 6 months |
| Community Investment | Sponsors become engaged contributors | Sponsor-originated PRs and issues per quarter | At least 3 per quarter |
| Brand Awareness | Axiom stickers spread visibility at conferences | Items distributed per event; new GitHub stars within 30 days | 50+ items per event; measurable star increase |
| Educational Reach | Sponsorship funds enable more textbooks | New case study textbooks published per quarter | Maintain or increase current pace |
| Sustainability | Reduces single-person dependency | Active maintainers; financial runway in months | 2+ maintainers; 3-month runway |
Cons
| Con | Description | Metric to Watch | Trigger Threshold | Mitigation |
|---|---|---|---|---|
| Mission Drift | Sponsors may expect content influence | % of GitHub issues that are sponsor-driven feature requests | >20% | Publish editorial independence policy; redirect to feedback form |
| Admin Overhead | Managing sponsors, fulfilling merchandise, maintaining recognition page | Hours per week on sponsor management | >4 hours/week | Automate with GitHub Actions; batch fulfillment quarterly |
| Commercialization Perception | May conflict with open education ethos | Negative comments on LinkedIn/GitHub about commercialization | 3+ sustained negative comments | Add FAQ explaining cost-recovery; link to Mission and Values |
| Fulfillment Complexity | Physical goods require shipping and coordination | Order-to-delivery time; support tickets about merchandise | >3 weeks delivery or >5 tickets/month | Shift to digital-only rewards |
| Donor Fatigue | Small projects see sponsor churn | Monthly sponsor retention rate | <70% for 3 consecutive months | Offer annual sponsorship option; improve communication |
Scoring Dashboard
Update this table monthly to track overall health:
| Indicator | Green | Yellow | Red | Current |
|---|---|---|---|---|
| Cost Coverage Ratio | >80% | 50-80% | <50% | Baseline TBD |
| Admin Hours/Week | <2 hrs | 2-4 hrs | >4 hrs | -- |
| Mission Drift Index | <10% sponsor issues | 10-20% | >20% | -- |
| Fulfillment Time | <2 weeks | 2-3 weeks | >3 weeks | -- |
| Sponsor Retention | >80% | 70-80% | <70% | -- |
| Community Sentiment | Positive | Mixed | Negative | -- |
Revenue Streams
Four Complementary Revenue Streams
Each stream serves a different audience and timeline. GitHub Sponsors is the foundation; merchandise adds tangible value; conferences build awareness; grants are a long-term goal.
1. GitHub Sponsors (Primary)
- Individual sponsors at \(5-\)50/month tiers
- Organizational sponsors at \(100-\)500/month
- One-time contributions for milestones (e.g., "Fund the next 10 textbooks")
- Requires creating
.github/FUNDING.yml(does not exist yet)
2. Axiom the Owl Merchandise via ShilpiWorks
- Custom vinyl laptop stickers featuring all 8 Axiom emotional states
- Laser-cut wood or acrylic bookmarks with Axiom silhouette
- Per-textbook custom variants (70+ textbooks = 70+ unique Axiom designs)
3. Conference and Workshop Bundles
- Standard bundle: 5-sticker variety pack + bookmark + info card with QR code
- Workshop kit: themed sticker matching workshop topic + bookmark + QR card
- Target price: $5-10 per bundle to cover costs plus shipping
4. Grant Funding (Long-term)
- NSF grants for open educational technology
- UNESCO OER funding opportunities
- Foundation grants targeting educational equity
- Note: Grant writing is time-intensive; this is a Phase 4+ activity
ShilpiWorks Partnership
Axiom Goes Physical
ShilpiWorks creates products through a "human + machine" collaboration model, which mirrors how this project uses AI to create textbooks. A natural partnership.
Partner Details
- Website: shilpiworks.com
- Contact: arun@netrii.com
- Specialty: Vinyl stickers, laser-cut bookmarks, and art pieces
- Philosophy: "Human + Machine" collaboration, aligning with this project's AI-assisted approach
Axiom Sticker Line
Stickers available in all 8 emotional states, matching the existing
mascot assets in docs/img/mascot/:
| State | Description | Best For |
|---|---|---|
| Welcome | Wings open, greeting pose | Conference giveaways |
| Neutral | Calm, steady presence | General distribution |
| Explain | One wing raised, teaching | Workshop participants |
| Thinking | Wing to chin, reflective | Study group gifts |
| Tip | Pointing gesture | Pro-tip reward |
| Encourage | Thumbs-up wing | Sponsor thank-you |
| Warning | Cautionary pose | Fun collector item |
| Celebrate | Wings spread, joyful | Milestone rewards |
Sizes: Small (2"), Medium (3"), Large (4") - weather-resistant vinyl
Laser-Cut Axiom Bookmarks
- Wood or acrylic material with Axiom silhouette
- Engraved with "Building Intelligent Textbooks" and site URL
- Optional subject-specific text on reverse
Per-Textbook Custom Variants
The most distinctive part of this merchandise strategy. With 70+ case study textbooks, AI can generate subject-specific Axiom variants:
- Axiom holding a qubit (quantum computing textbook)
- Axiom with a geometry compass (geometry course)
- Axiom at a circuit board (circuits course)
- Axiom with a data chart (data science course)
- Axiom examining DNA (bioinformatics course)
This uses the same AI image generation workflow the project already uses for covers and mascot poses.
Fulfillment Model
- ShilpiWorks handles production
- Dan coordinates orders
- GitHub Sponsors tier fulfillment: collect shipping address in sponsor welcome flow
- Conference orders: pre-order batch from ShilpiWorks 4-6 weeks in advance
Sponsor Tiers
Tiers Named After Axiom's States
Each tier is named after one of Axiom's emotional states, creating a natural progression from reflection to celebration.
Individual Tiers
| Tier | Monthly | Axiom State | Benefits |
|---|---|---|---|
| Thinking | $5 | Reflective (wing to chin) | Name in SPONSORS.md; sponsor-only GitHub Discussions |
| Encouraging | $10 | Thumbs-up wing | Above + 1 Axiom laptop sticker (choice of pose) mailed annually |
| Explaining | $25 | One wing raised, teaching | Above + laser-cut Axiom bookmark |
| Celebrating | $50 | Wings spread, joyful | Above + full merch kit + name on sponsor recognition page + early access to new textbooks |
Organization Tiers
| Tier | Monthly | Benefits |
|---|---|---|
| Supporting Org | $100 | Logo on sponsor page; 5 sticker packs for team; quarterly LinkedIn mention |
| Champion Org | $250 | Above + co-branded Axiom variant sticker (Axiom with org logo) |
| Founding Org | $500 | Above + named acknowledgment in all new textbooks; quarterly call with Dan; custom merch bundle for events |
Every Level Matters
Even the $5 Thinking tier contributes meaningfully. A single AI image generation call costs \(0.02-\)0.10, so $5/month funds 50-250 generated images.
Implementation Roadmap
Phase 1: Foundation (Weeks 1-2)
- [ ] Create
.github/FUNDING.ymlpointing to GitHub Sponsors - [ ] Set up GitHub Sponsors profile with tier descriptions and Axiom imagery
- [ ] Write editorial independence policy
- [ ] Add sponsorship link to Contact page and site footer
Phase 2: Recognition Infrastructure (Weeks 3-4)
- [ ] Create
docs/sponsors.mdrecognition page - [ ] Add sponsor page to mkdocs.yml navigation
- [ ] Design automated sponsor acknowledgment workflow
- [ ] Announce sponsorship launch on LinkedIn
Phase 3: ShilpiWorks Merchandise (Weeks 5-8)
- [ ] Share mascot assets with ShilpiWorks for sticker design proofs
- [ ] Get pricing for initial production run (100 stickers, 50 bookmarks)
- [ ] Document order fulfillment process
- [ ] Integrate merchandise into GitHub Sponsors tier descriptions
Phase 4: Conference Bundles (Weeks 9-12)
- [ ] Design conference bundle packaging
- [ ] Generate per-textbook Axiom variants for top 5-10 textbooks
- [ ] Test fulfillment process at first conference or workshop
- [ ] Document process so volunteers can handle future events
Phase 5: Scale and Optimize (Months 4-6)
- [ ] Review all dashboard metrics
- [ ] Adjust tiers based on actual sponsor distribution
- [ ] Explore grant opportunities
- [ ] Consider one-time contribution options for specific textbook projects
Measurement Dashboard
Are We Meeting Our Goals?
Review these metrics monthly. Honest measurement prevents mission drift and ensures sponsorship remains a net positive.
Monthly KPIs
| KPI | How to Measure | Target |
|---|---|---|
| Monthly AI/API Costs | Sum API invoices (OpenAI, Anthropic, image generation) | Document baseline in Month 1 |
| Sponsorship Revenue | GitHub Sponsors dashboard | Cover 80% of costs by Month 6 |
| Total Sponsor Count | GitHub Sponsors dashboard | 20 sponsors by Month 6 |
| Sponsor Retention Rate | (Retained / start of month) x 100 | >75% |
| New GitHub Stars (monthly) | GitHub insights | Maintain or increase growth rate |
| Issue Sentiment | Tag issues as sponsor-driven vs. organic | <20% sponsor-driven |
| Merchandise Orders | ShilpiWorks order log | 10+ orders/month by Month 6 |
| Fulfillment Time | Date ordered to date shipped | <2 weeks |
| Admin Time | Self-reported weekly log | <2 hours/week |
| Content Creation Time | Self-reported weekly log | No decrease from baseline |
| LinkedIn Engagement | Impressions and comments on sponsor announcements | >80% positive sentiment |
Quarterly Review Process
- Update the scoring dashboard (green/yellow/red table)
- Post a brief public update for sponsors on GitHub Discussions or LinkedIn
- Adjust tiers or merchandise strategy based on data
- Go/no-go decision on advancing to next phase
Risk Mitigation
Managing Risks Proactively
Each risk has a measurable trigger and a specific response. If thresholds are crossed, act immediately rather than waiting for the quarterly review.
| Risk | Trigger | Immediate Action | Escalation |
|---|---|---|---|
| Mission Drift | >20% of issues are sponsor-driven | Post editorial independence statement | Pause org sponsorship tiers |
| Admin Overload | >4 hours/week on sponsor tasks | Automate recognition page; batch fulfillment quarterly | Simplify to 2 tiers; drop physical merch |
| Commercialization Perception | 3+ negative LinkedIn/GitHub comments | Add FAQ on cost-recovery vs. profit; link to Mission and Values | Rebrand as "sustainer" language |
| Fulfillment Delays | >3 weeks order-to-delivery | Communicate delay; identify bottleneck | Switch to digital-only rewards |
| Low Uptake | <10 sponsors after 3 months | Increase LinkedIn promotion; create case study of what sponsorship funds | Switch to one-time donation model (Ko-fi) |
| License Conflict | Any concern about CC BY-NC-SA 4.0 and sponsorship | Review with community; NonCommercial applies to content, not project fundraising | Publish explicit legal FAQ |
Decision Framework
Pre-Launch Checklist
All must be YES before proceeding:
- [ ] Monthly AI/API costs documented for at least 2 months (baseline established)
- [ ]
.github/FUNDING.ymlcreated and tested - [ ] GitHub Sponsors profile complete with tier descriptions and Axiom imagery
- [ ] Editorial independence policy written and published
- [ ] ShilpiWorks has confirmed pricing and timeline for initial batch
- [ ] At least 3 trusted community members have reviewed this plan
- [ ] Sponsor recognition page template is ready
- [ ] Dan confirms willingness to commit up to 2 hours/week to management
- [ ] Plan announced on LinkedIn to gauge community interest
6-Month Review Checklist
If fewer than 4 items are YES, scale back to GitHub Sponsors only (no merchandise) and re-evaluate in 3 months:
- [ ] Sponsorship revenue covers at least 50% of documented costs
- [ ] Sponsor count is at least 15
- [ ] Admin time has not exceeded 4 hours/week in any month
- [ ] No sustained negative community sentiment
- [ ] Content creation pace has not decreased
- [ ] At least one conference/workshop merchandise distribution completed
Ready to Build Something Sustainable
This plan balances open education values with practical sustainability. Every textbook stays free. Every dollar goes toward creating more of them.
Appendices
Appendix A: FUNDING.yml Template
1 2 | |
Appendix B: Axiom Mascot Assets for Merchandise
The 8 existing mascot PNGs at docs/img/mascot/ serve as
production references for ShilpiWorks:
| File | State | Size |
|---|---|---|
| axiom-welcome.png | Welcome | 1.7 MB |
| axiom-neutral.png | Neutral | 921 KB |
| axiom-explain.png | Explain | 1.06 MB |
| axiom-thinking.png | Thinking | 893 KB |
| axiom-tip.png | Tip | 966 KB |
| axiom-encourage.png | Encourage | 1.02 MB |
| axiom-warning.png | Warning | 1.25 MB |
| axiom-celebrate.png | Celebrate | 1.47 MB |
Color palette (from docs/css/axiom-mascot.css):
- Axiom Blue:
#1976d2 - Axiom Gold:
#f9a825 - Axiom Red:
#e53935
Appendix C: ShilpiWorks Contact
- Website: shilpiworks.com
- Contact: arun@netrii.com
- Model: Production and fulfillment by ShilpiWorks; design and creative direction by Dan
- Cost structure: TBD after initial pricing discussion