Bounded contingency strategies
Study a strategy for explicitly modeled future events, preserving which decisions can use which information.
Research engagement
Selected product access: CLI · MCP · Headless
Research, protocol, resilience-planning and engineering teams with a bounded set of contingencies to analyze.
Agree the business requirement, model and outcome before choosing the implementation.
One-shot optimization may not represent the future events the team needs to handle.
Formulate a bounded strategy question with explicit event sets, decision order and permitted responses.
An initial action cannot depend on observations that only arrive later.
Preserve information and choice order in the supported quantified or game model; keep probabilistic planning as a distinct formulation.
A mathematical strategy still needs an interface and a real-system interpretation.
Deliver the admitted strategy or counterexample with its checking record and the additional work required for any operational use.
The written scope names the inputs, implementation, evidence and handover your team receives.
Explicit events, actions, information order and requirements approved for the study.
A qualified QBF, parity-game or MDP formulation appropriate to the task; their guarantees remain distinct.
The supported result and checker record, with incomplete outcomes retained.
What would still be required to translate the result into a customer application.
Choose an initial allocation such that a permitted recovery is possible for each event in a finite, agreed failure set. Initial decisions cannot read the future event. Illustrative, not a customer case study.
Illustration of the engagement, not a live solver or a customer case study.
Specify the exact contingency set, allowed actions and information available at each step.
The following inputs and measures guide the proposal and acceptance plan.
Select only what the task needs.
These links do not assert a completed combined integration.
Commission a bounded scope using the existing engineering and licensing options. A $15,000 workload assessment or $30,000 focused sprint may fit a limited first step; neither includes the entire workflow by default. Larger implementation, operated delivery, compute and continuing rights are agreed separately.
This is a customer-specific engagement using selected existing products. The model, adapters, user experience and acceptance work are scoped before delivery. It does not add another underlying product or establish a completed integration.
Yes, where its input, output and operating interfaces fit the agreed scope. A custom adapter may be required. The existing tools do not have to be replaced to qualify one useful component.
Agree the baseline, required result, explicit limits, delivery capacity and acceptance tests before work begins. Existing software rates remain unchanged; engineering already included in a larger scope is not charged twice.
One capability. A connected workflow.
A team to put it into practice.