Jentic API Scorecard measures the AI-readiness, quality, and operational maturity of your APIs. It analyzes structural compliance, developer experience, AI interpretability, agent usability, security posture, and discoverability to generate a clear readiness score and actionable recommendations. This early-access version includes guided onboarding and requires manual activation by the Jentic team.
Jentic API Scorecard is an enterprise assessment tool that evaluates the AI-readiness and operational quality of REST APIs, OpenAPI specifications, and distributed service portfolios. It provides a deep diagnostic analysis across six dimensions of API maturity: Foundational Compliance, Developer Experience, AI-Readiness, Agent Usability, Security, and AI Discoverability.
The Scorecard applies a structured scoring framework based on normalized signals and weighted harmonic aggregation. It highlights strengths, identifies critical weaknesses, and produces a final readiness score that reflects how interpretable, usable, and safe an API is for intelligent agents and automated workflows.
The framework evaluates technical validity, semantic richness, intent clarity, orchestration complexity, trust and security posture, and machine discoverability. Measurements include specification compliance, linter results, schema structure, metadata completeness, clarity of descriptions, SLA indicators, error standardization, idempotency, pagination, hypermedia signals, authentication coverage, sensitive-data handling, and discoverability markers.
These metrics allow engineering and platform teams to understand how well their APIs can be consumed by AI systems and where improvements will unlock automated or agentic use cases.
This Marketplace listing provides early access to the Scorecard. It is not a self-service product. After subscribing, customers are contacted within 2 business days by the Jentic team to begin onboarding.
During onboarding, Jentic engineers guide the customer through secure API file submission or integration setup, explain the scoring methodology, and configure the Scorecard workflow for their environment. Once configured, customers receive a detailed readiness report, score breakdown, and improvement recommendations based on the scoring framework.
For production-scale adoption or integration into platform workflows, the Jentic team can advise on next steps within the broader Jentic platform.
This listing is intended for enterprises preparing their API estates for AI and agent-driven automation. It supports platform owners, architects, API governance leads, and AI adoption teams who need a clear, measurable view of API readiness before deploying autonomous agents or AI orchestration systems.
Customers should contact product@jentic.com before purchasing, as activation requires coordination with the Jentic team.
Highlights
AI-Readiness Scoring Across Six Dimensions: Evaluates APIs across Foundational Compliance, Developer Experience, AI-Readiness, Agent Usability, Security, and Discoverability. Provides a clear, weighted readiness score for AI and agent consumption.
Detailed Diagnostics and Actionable Guidance: Identifies gaps in documentation, semantics, structure, safety, and usability. Generates improvement recommendations aligned with modern API design practices and Jentic's scoring framework.
Early-Access With Guided Onboarding: Delivered through a white-glove onboarding process. All activations are manual, ensuring correct setup and interpretation of results. Ideal for enterprises assessing their API estate for AI adoption.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This dimension represents access to the Jentic platform under a contracted enterprise subscription. All actual pricing is provided through a private offer after a scoping discussion with the Jentic team.
This listing offers one pricing dimension: an AI Readiness Subscription billed in units under a contracted enterprise subscription. You buy access to the platform through a fixed contract term rather than paying per hour or per use. There are no separate tiers or instance sizes to choose from on Marketplace. Pricing is not set on the listing itself. Instead, you complete a scoping discussion with the vendor, who then issues a private offer with terms matched to your deployment. Unit quantity and total cost are finalized during that process.
Top-of-mind questions for buyers
What does one unit of the AI Readiness Subscription represent for billing?
A unit represents contracted access to the Jentic platform under an enterprise subscription. The listing does not fix a unit definition on Marketplace. You confirm what a unit maps to and how many you need during a scoping discussion, after which the vendor issues a private offer with those quantities set.
What capabilities does the subscription include for evaluating and running AI integrations?
The platform scores API AI-readiness across six dimensions, generates workflows, and runs them in a sandbox before production. It adds managed authentication, access controls, credential handling, and audit logging. You also get private API ingestion, policy enforcement, and observability over how agents act across your systems.
Is this billed as pay-as-you-go, or do I commit upfront?
You commit upfront under a contracted enterprise subscription rather than paying per hour or per API call. Charges are fixed by contract, not metered by real-time usage. The subscription term and unit quantity are set during the scoping discussion and reflected in the private offer the vendor issues.
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Vendor refund policy
All charges made through this AWS Marketplace listing are final. Because this is an early access, white-glove onboarding product, fees cover configuration work completed by the Jentic team. If you believe a charge was made in error, contact product@jentic.com and we will review refund requests on a case-by-case basis.
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Jentic provides white-glove onboarding and guided activation for all customers using the API Scorecard. After subscribing, customers are contacted within 2 business days by the Jentic team to begin setup. Support includes assistance with secure submission of API specifications, review of input requirements, and configuration of the scoring workflow. During the engagement, the Jentic team helps interpret the Scorecard results and provides guidance on the scoring dimensions, improvement recommendations, and next steps for increasing API readiness. Customers may contact support@jentic.com for questions related to onboarding, report interpretation, and usage of the Scorecard. The API Scorecard is an early access product and requires close coordination with the Jentic team to ensure correct setup and safe handling of API assets.
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