Christianna Hamilton

Decision SystemDecision 1 of 6

Live-entertainment company

Funding the present without selling the future

An international festival and touring company with a funding gap and a serious offer.

An illustrative scenario. It does not describe a client or a real company.

Frame

Objective, horizon, non-negotiables and who holds authority.

A global technology platform offers transformational partnership funding to an independent live-entertainment company. Alongside conventional branding, content and hospitality rights, it asks for more.

The company lacks the capital and technical capability to build an audience platform independently today. The partner is already seriously interested.

What the sponsor asks for

  • Access to first-party audience data for joint product development.
  • Category exclusivity extending to future AI and data partners.
  • Rights to create personalised generative content using artist and performer likenesses.
  • Ownership of engagement models developed through the partnership.
  • A revenue share on resulting digital products.
  • Continuing model-training rights after the sponsorship ends.

Is the company selling partnership inventory, forming a technology relationship, or transferring ownership of a future business it has not yet built?

Objective
Fund the next season and international growth without surrendering the audience business that the funding makes possible.
Horizon
A five-year term, and rights that are written to outlive it.
Non-negotiables
  • Artists and performers consent to any synthetic use of their likeness.
  • The relationship with the audience stays with the company.
  • Audience data is used lawfully in every market in which the company operates.
Who decides
Founder and board. The commercial director negotiates. Permanent transfers of rights are not hers to grant.

Observe

What is established, what is assumed and what is missing.

Every item is typed. Facts come from the scenario. Assumptions are illustrative quantities added so the consequences can be calculated. Unknowns are left unknown.

Established 3

  • Fact:

    A global technology company has offered transformational funding and is seriously interested.

    Given in the scenario. High confidence.

  • Fact:

    The offer bundles conventional rights with data access, future-category exclusivity, generative likeness rights, model ownership, a revenue share and post-term training rights.

    Given in the scenario. High confidence.

  • Fact:

    The company cannot fund or build the platform independently today.

    Given in the scenario. High confidence.

Assumed 6

  • Assumption:

    The fee is €20m a year for 5 years.

    Illustrative modelling assumption. Medium confidence.

  • Assumption:

    The competitive plan leaves a funding gap of €14m a year.

    Illustrative modelling assumption. Medium confidence.

  • Assumption:

    Reserves stand at €12m.

    Illustrative modelling assumption. Medium confidence.

  • Assumption:

    Replacing a sponsor of this scale takes about 6 months. Restructuring the rights takes about 8 weeks.

    Illustrative modelling assumption. Low confidence.

  • Assumption:

    Future AI and data partner categories are worth about €4m a year to the company.

    Illustrative modelling assumption. Low confidence.

  • Assumption:

    The sponsor asks for 50% of revenue from resulting digital products. Owning the models adds roughly 30 points of effective control.

    Illustrative modelling assumption. Low confidence.

Inferred 1

  • Inference:

    Audience data will fall under data protection law in each market in which the company operates.

    Illustrative modelling assumption. High confidence.

Not yet known 3

  • Unknown:

    What the digital business could be worth. Modelled only as a range: €3m to €25m a year at maturity, over 5 years.

    Illustrative modelling assumption. Low confidence.

  • Unknown:

    Whether the sponsor will negotiate the structure of the rights, or treats the bundle as a condition.

    Given in the scenario. Low confidence.

Model

The relationships that can be calculated, and their limits.

Only relationships that can honestly be calculated are modelled. Apply one bounded pressure, or move one assumption, and follow the consequence across the organisation.

Apply one pressure
€12.0m

Bounded to €4.0m to €20.0m.

Apply a pressure to see what moves, in what order, and where it stops.

Contest

Functional positions, conflict and a critic.

Each function answers in the same structure: a recommendation, the evidence it rests on, the assumption underneath, its confidence, the consequence for another function and the authority it would need.

The functional positions

Commercial

Argues for: keep the sponsor, unbundle the rights

Stay in the deal. Sell the conventional rights at full value and licence everything else by purpose, category, geography and term.

Rests on
  • Fact:A global technology company has offered transformational funding and is seriously interested.
  • Fact:The offer bundles conventional rights with data access, future-category exclusivity, generative likeness rights, model ownership, a revenue share and post-term training rights.
  • Assumption:Future AI and data partner categories are worth about €4m a year to the company.
Assumes
The sponsor wants the association enough to accept licences in place of ownership.
Consequence for finance
A licence structure may bring the fee below €20.0m a year. Test the plan at a lower number.
Medium confidenceDraft

Finance

Conditionally for: keep the sponsor, unbundle the rights

Negotiate, inside a limit. There are 19 weeks before the company must sign or look elsewhere. Agree the latest date for a restructured deal now.

Rests on
  • Assumption:Reserves stand at €12m.
  • Assumption:The competitive plan leaves a funding gap of €14m a year.
  • Assumption:Replacing a sponsor of this scale takes about 6 months. Restructuring the rights takes about 8 weeks.
Assumes
Replacement funding really does take 6.0 months to find.
Consequence for legal
The restructuring has a deadline. Sequence the terms so the permanent ones are settled first.
Medium confidenceRecommend

Legal

Argues against: accept the package

Do not sign the bundle. 4 of its terms outlive the fee. Separate them, and give each a purpose, a term and an expiry.

Rests on
  • Fact:The offer bundles conventional rights with data access, future-category exclusivity, generative likeness rights, model ownership, a revenue share and post-term training rights.
  • Inference:Audience data will fall under data protection law in each market in which the company operates.
Assumes
Rights can still be enforced once models have been trained on the data.
Consequence for technology and data
Deletion and export after the term must be technically verifiable, not only contractual.
Medium confidenceDraft

People

Argues against: accept the package

Synthetic likeness needs individual consent, approval of each use and a right to withdraw. The company cannot grant what belongs to its artists and performers.

Rests on
  • Fact:The offer bundles conventional rights with data access, future-category exclusivity, generative likeness rights, model ownership, a revenue share and post-term training rights.
  • Unknown:Whether artists, performers and their management would consent to synthetic use of their likeness.
Assumes
Artists and performers would consent to limited, approved uses.
Consequence for commercial
Likeness may need to leave the package, or return as a separate approved licence.
Medium confidenceHuman decision required

Calculated

Deal value, worst case

−€20.0m

What the company nets if the asset it gave away turns out to be valuable.

Unknown: Evidence to obtain first

Whether the sponsor will negotiate the structure of the rights, or treats the bundle as a condition.

The answer could be “the structure is negotiable” or “the bundle is a condition of signature”. They lead to different decisions, which makes this the question to settle first.

Authority gate

Permanent terms are on the table

Permanent transfers of rights go to the owner and board.

Human decision required

The critic

A separate pass reads the positions for conflict, unsupported certainty, benefits counted twice, omitted effects and false precision.

  • Omitted second-order effectCommercial, Finance

    Nobody has priced what the exclusivity closes off. Future AI and data categories are worth about €20.0m over the term, before any upside is counted.

  • False precisionFinance

    The deal is worth somewhere between −€20.0m and €68.0m. Any single-figure business case would be invented.

  • Highest-value missing evidenceCommercial

    The most valuable unknown is whether the sponsor treats the bundle as negotiable. It is the one open question that changes the decision, and a single conversation answers it.

Where that leaves the room

Agreed

  • No function argues for declining the sponsor outright. The partnership is worth keeping.
  • Likeness is not the company’s to grant without the artists and performers.

Still in dispute

No open dispute in this state.

Not for analysis to decide

  • IP transfer, likeness, exclusivity, data governance and signature belong to the owner and board. Analysis can value, compare and draft. It cannot sign.

The disagreements are kept. Someone accountable has to choose between them.

Decide

Options, trade-offs and an accountable call.

Three credible courses of action. Each one is carried by assumptions that would need to be true. Choose the one you would take. Your choice is not scored.

Choose a course of action

Christianna’s judgement

Keep the sponsor. Restructure the rights.

Nothing in this state meets a walk-away condition. The partnership stays alive and the allocation of rights is what gets rejected. Runway is 10.3 months; 4 permanent terms remain to be separated.

The decision as signed, at the starting position

Keep the sponsor engaged. Unbundle and renegotiate the rights.

The theoretical future asset has no value if the present organisation lacks the resources to survive, develop or reach an audience.

But current funding should not quietly purchase permanent ownership of the future business it enables.

So I reject the proposed allocation of rights, not the partnership.

Rejected
Accepting the package as proposed. Declining the relationship.
The assumption carrying it
That the sponsor values the partnership enough to accept licences in place of ownership.
Authority I keep
IP transfer, likeness rights, exclusivity, data governance and final signature.
What I would delegate to AI
Valuing scenarios, identifying conflicts, drafting term structures and comparing options.
What would change my mind
I walk away if the sponsor insists on uncontrolled synthetic likeness use, overly broad exclusivity, permanent model-training rights or ownership of the underlying audience relationship, and the organisation has a credible path to replace or bridge the funding. Without that path, I reject the transfer and negotiate the narrowest time-limited survival structure while alternate capital is secured.

The future asset is nothing if the current organisation does not exist. The current funding is less attractive if it permanently transfers the upside it was meant to create.

Christianna Hamilton

This is one accountable judgement for the stated objective and evidence. It is not offered as the universal answer.

Act

Bounded actions, owners and approvals.

A decision is finished when it has owners, limits and a way of being checked.

First action

Separate the conventional sponsorship rights from the data, AI, likeness and product rights, and return to the sponsor with that structure.

Measure to watch

How the sponsor responds to post-term rights expiring. It shows whether they came for the partnership or for the asset.

  1. Separate conventional sponsorship rights from data, AI, likeness and product rights.

    CommercialDraft

  2. Grant narrowly defined access or licences in place of permanent ownership.

    LegalDraft

  3. Restrict use by purpose, category, geography and duration.

    LegalDraft

  4. Require organisational and individual approval for synthetic likeness use.

    PeopleHuman decision required

  5. Define ownership of jointly developed models and products before work begins.

    LegalPrepare for approval

  6. Make post-term rights expire or become separately payable.

    CommercialPrepare for approval

  7. Add review points as the real value of the asset becomes visible.

    FinanceRecommend

  8. Preserve data portability and the underlying audience relationship.

    Technology and dataHuman decision required

Where calculation ends and human authority begins
  1. Calculate and surface. Evidence, assumptions, arithmetic and consequences are made visible.
  2. Investigate and challenge. AI can extend the search, prepare options and test for conflict or unsupported certainty.
  3. Decide and own. An accountable person weighs the trade-offs, makes the call and remains responsible for what follows.

Learn

What would show the judgement was wrong.

A judgement should say in advance what would overturn it. Change one material condition and see whether it holds.

Change one condition
Next decisionCapital should not be deployed merely because it is availablePE-backed manufacturer Previous decisionDo not automate organisational unreadiness2,000-person company
A decision of your own

If a situation in your organisation has this shape, I would be glad to talk it through.

hello@christiannahamilton.com

Method and provenance

The scenario is illustrative. It does not describe a client, an engagement or a real company.

What the tools do, and what remains human

  • Calculate and surface. Arithmetic and thresholds are handled consistently so the same inputs produce the same result.
  • Investigate and challenge. Functional positions expose disagreement. The critic looks for conflict, missing evidence, double counting and unsupported certainty. A live reading, where offered, can extend that challenge but cannot alter the underlying numbers or the signed decision.
  • Decide and own. The signed judgement is Christianna Hamilton’s. It is written in advance and remains the responsibility of a person, not a system.

Evidence

Items marked given in the scenario come from the written brief. Items marked illustrative modelling assumption are quantities added so that consequences can be calculated. Evidence last reviewed 2026-09-21.

Calculations in this decision

QuantityUnitWhat it assumes
Runway without the dealmonthsThe gap is spent evenly through the year. Another sponsor reduces the gap in proportion to the share it covers.
Time to negotiate from strengthweeksOnce runway falls to the time needed to replace the funding, the company is no longer free to walk away.
Fee as a multiple of the gapmultipleNone beyond the two inputs.
Fees over the termEUR millionFlat annual fee, undiscounted.
Partner income foreclosedEUR millionForeclosure applies only if exclusivity reaches future AI and data categories.
Share of digital upside transferredper centWhoever owns the models controls more of the value than the revenue share alone suggests.
Upside transferred, low caseEUR millionLow end of an unknown range.
Upside transferred, high caseEUR millionHigh end of an unknown range.
Deal value, worst caseEUR millionFees less foreclosed income less upside transferred in the high case.
Deal value, best caseEUR millionFees less foreclosed income less upside transferred in the low case.
Terms that outlive the feecountCounts model ownership, perpetual training rights, uncontrolled likeness and future-category exclusivity.