Analyze Business Context
analyze_business_contextRead-onlyIdempotent
Summarizes business context including customer, offer, workflow, goals, and constraints to identify missing information, readiness signals, and confidence for AI workflow review.
Instructions
Summarizes the supplied business context, including customer, offer, workflow, goals, constraints, readiness signals, missing information, and confidence.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| notes | No | Any additional context the user wants considered in the review. | |
| offer | No | Core product, service, package, or outcome the business sells. | |
| aiIdea | No | AI or automation idea the user is considering. | |
| teamSize | No | Approximate team size and key roles involved in the workflow. | |
| goal90Days | No | Desired business or workflow outcome over the next 90 days. | |
| constraints | No | Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access. | |
| currentGoal | No | Current business goal the user wants the review to support. | |
| businessType | No | Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business. | |
| revenueModel | No | How the business earns revenue, such as projects, retainers, subscriptions, services, or products. | |
| riskConcerns | No | Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control. | |
| currentProblem | No | Main business or workflow problem the user wants to solve. | |
| targetCustomer | No | Primary customer segment or buyer the business serves. | |
| currentWorkflow | No | How the relevant workflow currently works, including manual steps, tools, handoffs, and review points. |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| confidence | Yes | Confidence level based on the clarity and completeness of the provided business context. | |
| businessSnapshot | Yes | Concise public-safe summary of the business and operating context. | |
| readinessSignals | Yes | Signals that indicate whether the business is ready for AI-assisted workflow design. | |
| missingInformation | Yes | Information the user should provide to improve diagnostic confidence. | |
| likelyBusinessModel | Yes | Likely business model inferred from the supplied context. | |
| targetCustomerSummary | Yes | Short summary of the customer segment or buyer context. | |
| valuePromiseHypothesis | Yes | Hypothesis about the core value promise or outcome the business sells. | |
| primaryConstraintHypothesis | Yes | Likely main constraint limiting progress or readiness. |