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Settle assignment and change-of-control readings before a transfer

For: In-house or deal counsel planning an intra-group reorganisation, carve-out or sale

Pattern: Cross-examinationNeeds live modelsDesigned for 6 to 200 agents
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The pain today

Whether consent is needed turns on wording: assignment versus transfer by operation of law, direct versus indirect control, affiliate carve-outs. Clauses are read fast under deadline, and one wrong 'no consent needed' can put a key contract at risk.

The ask

“I attached the contracts of the business we are moving and a short description of the transaction steps. For each contract, tell me whether any step needs the other party's consent or notice, quote the wording, and show me the contracts where the reading is genuinely arguable.”

Plain words, as you would say it to a colleague. Edit it to fit your case before you send it.

What you attach or connect

  • Contracts of the business being transferred
  • Step plan of the transaction
  • Group structure chart before and after
  • Governing law per contract if known

The unit of work

One worker task per one contract's assignment and control clauses.

Why a swarm fits

Each contract is read on its own against the same step plan. The interpretation is high stakes, so two unrelated model families read every contract independently and only agreement passes without review.

Not for

A few contracts that counsel will read in full anyway, or clauses whose meaning depends on case law no document supplies.

The decision tree

5 typed decisions, each with an action for every answer

At fixed moments in a run, the engine puts one narrow question to a decision model. The decision model never writes text: it answers yes or no with a probability, picks from listed options, or gives a score, about a small slice of the material. The engine then does exactly what this tree says, which is what makes the run auditable. The thresholds are the template's design values, not measured results.

  1. Planner, while planning

    Scope checkYes or no, with a probability

    Before work starts on a unit

    Does this contract contain any clause on assignment, transfer, novation, change of control or termination on a change of ownership?

    Sees only: The contract's clause headings and the passages retrieved for those words

    Why: Contracts with no relevant clause are listed and not read twice.

    • Yes: 0.50 or higherthenAccept
    • Unsure: 0.20 up to 0.50thenAccept
    • No: below 0.20thenSkip this unit

  2. After workers, the judge checks

    Evidence checkYes or no, with a probability

    After a worker answers

    Does the quoted wording restrict an indirect change of control, above the contracting entity, and not only a transfer of the contract itself?

    Sees only: The quoted clause, the contract's definition of control and one transaction step

    Why: This distinction decides whether a share sale needs the counterparty's consent.

    • Yes: 0.90 or higherthenAccept
    • Unsure: 0.50 up to 0.90thenMark unresolved
    • No: below 0.50thenReject and retry

  3. Reconciler, while merging

    Conflict checkA choice among options

    While reconciling

    Do the two independent readings reach the same answer on whether this transaction step needs consent or notice?

    Sees only: Both readings with their quoted wording, for one contract and one step

    Why: Agreement between unrelated families is the only thing that passes without review.

    • Same answer, same wording quotedthenAccept
    • Same answer, different wording quotedthenReject and retry
    • Different answersthenEscalate to a strong model

  4. Run control, between rounds

    Retry or stopA choice among options

    After a rejection or low confidence

    Do the contract's own definitions of control, affiliate or assign decide between the two readings?

    Sees only: The two readings and the contract's definitions clause

    Why: The judge settles only what the text settles; the rest stays open for counsel.

    • Definitions decide itthenAccept
    • Wording supports both readingsthenMark unresolved
    • One reading ignored a clausethenReject and retry

  5. Accountable person, before anything is settled

    Person decidesYes or no, with a probability

    Before anything is reported as settled

    Is this reading arguable, or does it say no consent is needed for a contract on the key-contract list?

    Sees only: The schedule entry, its open readings and the key-contract list

    Why: A wrong 'no consent needed' on a key contract is the costly error.

    Accountable: Counsel decides every arguable reading and whether to seek consent; the swarm narrows where to look and does not give legal advice.

    • Yes: 0.30 or higherthenAsk a person
    • Unsure: 0.10 up to 0.30thenAsk a person
    • No: below 0.10thenAccept

The fleet: who does what

Model tiers by role, not brands: you choose the models. Strong reasoning models plan and reconcile, small fast models do the wide work, and the judge is a decision model from a different family, so it does not share the workers' blind spots.

  1. Planner

    A strong reasoning model restates the transaction steps as triggers: assignment, merger, direct and indirect change of control.

    Decisions here:1. Scope check

  2. Workers

    Two sets of mid-sized workers from different families each read one contract independently, blind to the other's answer.

    Designed for 6 to 200 agents, one worker task per one contract's assignment and control clauses. Each worker receives only its own unit.

  3. Judge, from a different model family

    A decision model from a third family settles disagreements only where the wording decides it, and otherwise keeps them open.

    Decisions here:2. Evidence check

  4. Reconciler

    A strong reasoning model produces the consent and notice schedule and ranks the open readings by contract importance.

    Decisions here:3. Conflict check4. Retry or stop

  5. Accountable person

    Counsel decides every arguable reading and whether to seek consent; the swarm narrows where to look and does not give legal advice.

    Decisions here:5. Person decides

Checked before anything is accepted

  • Both readings must quote the same operative wording or the difference is reported
  • Definitions of 'control', 'affiliate' and 'assign' are resolved inside each contract
  • Each transaction step is tested separately against each clause
  • Open disagreements are never averaged into a single answer

What comes back

  • Consent and notice schedule per contract and transaction step
  • Contracts where the two readings disagree, with both arguments
  • Termination or renegotiation rights triggered by the transaction
  • Contracts with no relevant clause found

What to measure

  • Agreed readings later overturned by counsel
  • Share of contracts needing lawyer review after the run
  • Consent requirements found late in the transaction

Names of measures only. No result is claimed for this template.

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