From the College Athletics edition of September 23, 2026
FOIAball publishes Deloitte NILGo pitch: Impact/Institution/Sport scores feed AI deal ranges
FOIAball / Deloitte (RFP proposals to NCAA) · College athletics NIL compliance / algorithmic deal clearinghouse · United States (NCAA Division I / College Sports Commission NIL Go)
- Publisher
- FOIAball
- Original publication
- February 19, 2026
- Source retrieved
- 2026-09-24
What happened
FOIAball published Deloitte and PwC proposals from the NIL clearinghouse RFP that became NILGo. Deloitte’s deck describes evaluating third-party NIL deals by converting athlete and market inputs into numerical scores across Impact, Institution, and Sport categories into a Student Athlete Score used for fair-market ranges, including social followership/engagement, institutional reach, sport market size, and on-field performance percentiles, plus Payor alignment. The article highlights AI learning from retroactively flagged non-compliant deals. PwC’s losing bid (~$6M) was more explicit about automated approval bands around a specified FMV. Author cautions decks predate the House settlement and CSC standup, so production NIL Go may differ.
Why it matters
Newly relevant non-archived transparency on the algorithmic NIL clearinghouse every DI program touches—pairs with CSC’s live RoC controls and contrasts prior deepfake/NO FAKES coverage with deal-scoring AI.
Evidence and measured results
FOIAball (2026-02-19): Impact/Institution/Sport framing; numerical scores language; Student Athlete Score; social API crawl description; performance percentile examples; AI training-on-flagged-deals language; PwC $6M bid; pre-settlement caveat.
Limitations and uncertainty
Pre-settlement proposals; production model may have changed; investigative/advocacy tone; not a CSC-authored model card.
Put this evidence to work
Lighthouse Advisory interpretation, grounded in this source. Enriched 2026-09-24; this does not change the original publication date. Each role follows the same checklist so takeaways compare across sources.
Sales
Role takeaway
- Customer problem
- DI programs must clear Associated NIL deals through an opaque national algorithmic Range of Compensation process athletes struggle to understand.
- Stakeholders
- Compliance/NIL
- General counsel
- Athletic director
- Student-athlete advisors
- Collectives/agents (external)
- Discovery questions
- What share of deals need holistic review?
- How do you explain failures to athletes today?
- Which data do you already send beyond CSC minimums?
- Where do pitch-deck rumors create false expectations?
- Value hypothesis
- If schools build explainability and evidence workflows around RoC outcomes, dispute cycle time and athlete trust may improve—without claiming score transparency Deloitte has not published.
- Potential engagement
- Two-week NIL Go operating review: map submission→decision paths, gap athlete FAQs, and design appeal evidence checklists.
- Unsupported claims
- That Feb 2026 pitch weights equal production NIL Go
- Ability to predict approvals from public data alone
- Guaranteed deal clearance
Pre-sales engineering
Role takeaway
- Fit
- Local case management and analytics around CSC NIL Go decisions; not a competing FMV engine.
- Architecture and integration
- Deal CRM fields for pillar-relevant evidence; status sync; document store for holistic-test packets; dashboards of clearance/near-miss rates.
- Prerequisites
- Authoritative deal ledger
- Role-based access to financials
- Counsel-approved athlete notices
- Constraints
- External proprietary model
- Pitch-deck drift risk
- Limited public feature list
- Security
- Encrypt deal amounts; restrict social-profile harvesting; vendor/DPA review for any enrichment tools.
- Proof of value
- Median days to clearance
- Percent of deals needing holistic review
- Athlete comprehension survey after FAQ launch
Delivery
Role takeaway
- Work
- SOP refresh, athlete education assets, and near-miss triage workflow.
- Dependencies
- CSC portal access
- NIL staff capacity
- GC review
- Ownership
- Compliance owns submissions; GC owns legal strategy; AD sponsors athlete communication.
- Skills and adoption
- Train staff to discuss pillars and RoC vs pay-for-play myths carefully.
- Governance checkpoints
- Quarterly FAQ update after CSC model batches
- Sample audit of holistic packets
- No local shadow FMV used as official advice
- Acceptance criteria
- Published athlete FAQ
- Ticketed appeal path
- Logged decision outcomes for season
- Risks
- Relying on outdated pitch decks
- Athlete privacy incidents
- Conflicts with collectives/agents
Implementation considerations
Lighthouse Advisory interpretation across the operating dimensions a public-sector buyer must settle before this evidence becomes a design. Each note answers the question under its heading for this specific source.
Architecture and integration
What must connect, and where does the AI sit in the workflow?
Schools integrating NIL Go should treat RoC outputs as advisory/compliance gates with appeal paths—not local re-implementation of opaque score formulas.
Governance
Who approves, reviews and stays accountable for outcomes?
Compliance and GC need athlete-facing explainability playbooks for why deals fail RoC, acknowledging pitch-deck FMV language vs public RoC branding.
Security and privacy
What data, permissions and controls need testing?
Social, performance, and deal data flowing to a national clearinghouse raise purpose limitation and secondary-use questions for student-athletes.
Accessibility and workforce
Who is affected, and what skills or accommodations follow?
Opaque scoring may disadvantage athletes with weaker social/institutional reach unless holistic review and education are resourced.
Procurement
What should contracts, pricing and exit terms secure?
When buying NIL ops tools, demand compatibility with CSC submission fields and explicit non-claims about predicting RoC.
Operating model
Which teams own the service once it runs?
Separate national clearinghouse outcomes from local NIL strategy; staff for appeals and athlete communication as core work.
Publication history
- 2026-09-23College Athletics · Issue 174 resources
Stable resource ID: foiaball-deloitte-nilgo-pitch-deck-2026