The Standard
The Jackfruit
Readiness Framework
We standardize agentic readiness with a comprehensive set of infrastructure requirements — so your enterprise architecture is future-proof for the age of AI agents.
Defining Agent Readiness
Six pillars.
One living system.
Agent readiness is the measurable capacity of enterprise infrastructure to support autonomous AI workloads — from API contracts and identity to governance and external discoverability. Six interconnected pillars, 18 dimensions, 211 checks.
01
Infrastructure
4D · 63C
02
Data
2D · 27C
03
Operations
3D · 38C
04
Security
2D · 20C
05
Governance
3D · 32C
06
Discoverability
4D · 31C
Jackfruit Framework
18 dimensions · 211 checks · 6 pillars
Infrastructure
4D · 63C
Data
2D · 27C
Operations
3D · 38C
Security
2D · 20C
Governance
3D · 32C
Discoverability
4D · 31C
The Agentic Readiness Standard
Explore all 18 dimensions and 211 checks that define enterprise readiness for autonomous AI agents. Select any dimension to see its checks, assessment criteria, and how each capability is evaluated.
Evaluates how well your APIs and interfaces are structured for autonomous agent consumption. Covers specification coverage, idempotency, error semantics, rate limiting, versioning, protocol support, pagination, input validation, and throughput readiness.
API & Interface Readiness
InfrastructureEvaluates how well your APIs and interfaces are structured for autonomous agent consumption. Covers specification coverage, idempotency, error semantics, rate limiting, versioning, protocol support, pagination, input validation, and throughput readiness.
Assessment Depth
ARF assessments come in four tiers. Each tier unlocks deeper analysis by accessing more data sources.
T1 — Public Scan
Automated analysis of public web properties, APIs, documentation, and external digital presence. Available for all organizations.
~40% of checks
T2 — Code Scan
Repository-level scanning via GitHub integration. Reveals internal architecture, security practices, CI/CD maturity, and code-level patterns.
~70% of checks
T3 — Cloud Scan
Cloud infrastructure scanning via connected AWS/GCP/Azure accounts. Reveals runtime configuration, IAM policies, and cloud-native practices.
~85% of checks
T4 — Enterprise Scan
On-site assessment, manual review, and enterprise integration. Full coverage including governance and collaboration.
100% of checks
Probing public APIs_
Covers
Analyzing CI/CD configs_
Unlocks
Reading cloud logs_
Unlocks
Inspecting architecture_
Unlocks
Maturity Scale
Every check across all 18 dimensions is scored on a 4-level maturity scale. Each level represents a distinct stage of infrastructure readiness for autonomous agent workloads.
Organizations progress from L0 (no capability) to L3 (fully adaptive) — the overall score reflects how prepared your infrastructure is for the agentic era.
No capability in this area. No support for autonomous agent workloads.
Key Indicators
Minimal, ad-hoc, or partial implementation. Basic foundations in place but significant gaps remain.
Key Indicators
Systematic, documented, and enforced. Solid infrastructure with most agent requirements met.
Key Indicators
Adaptive, automated, and continuously improving. Fully prepared for autonomous agent workloads.
Key Indicators
Why Agentic Readiness Matters
95% of enterprise infrastructure was built for human operators, not autonomous agents. The gap is existential.
Agents don’t retry politely. They fail catastrophically on undocumented APIs, missing permissions, and brittle state management.
The companies that prepare their infrastructure now will dominate the agentic economy. The rest will be left behind.
Self-assessment is unreliable. Only automated, evidence-based evaluation reveals true readiness.
Pillars
Foundation, Intelligence, Operations, Security, Governance, External
Dimensions
Grouped across 6 pillars — Foundation, Intelligence, Operations, Security, Governance, External
Checks
Granular, automated assessments with evidence
Get Your Assessment
See how your infrastructure scores across all 18 dimensions. Comprehensive. Actionable. Confidential.
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