jackfruit.ai

Your AI Transformation Operating System.

Every enterprise wants agents in production. We defined the path.

Assessment in one click
Connect your platform
GitHubAWS
Jackfruit AI - Agentic Readiness

Developed atMIT Media Lab

78
%

have a board-level mandate to deploy AI agents in 2026.

0scanplanexecutemeasure
95
%

fail in production. Not on the model. On the plumbing underneath.

expensiveslow

The Framework

We defined Agentic Readiness as 211 controls across 18 dimensions.

The 18 dimensions below are what survived. Across 6 pillars: Infrastructure, Data, Operations, Security, Governance, and Discoverability.

AgenticReadinessInfrastructureDataOperationsSecurityGovernanceDiscoverability|

How it works

Four phases. One platform.

Assessment to execution, on a single companion platform. The same depth of analysis a traditional consulting engagement would deliver, generated in thirty minutes, then carried forward through implementation.

01

Diagnose

Where you are now.

Submit your domain. The platform scans every relevant surface across 18 dimensions and 208 checks, delivered in thirty minutes. No call or demo required.

Readiness score

Live

52/ 100
Identity
71
Observability
48
Governance
33
Discoverability
62
02

Set goals

Where you need to be.

Set the maturity tier your business needs to reach. The platform identifies which dimensions matter most for that target and quantifies the score impact of closing each gap.

Target tier

In workspace

Initial
EmergingYou are here
Production-ReadyGoal
Advanced

Twelve dimensions to lift. Estimated +18 score points to reach Production-Ready.

03

Plan

How you get there.

A prioritized transformation roadmap, KPI-tied. Every gap ranked by score impact, every remediation tagged with effort. Equivalent depth to a multi-month consulting deliverable, available the moment the assessment completes.

Prioritized roadmap

Live

1

Add agent identity to IAM

D2 · Quick win

+4.2
2

Wire structured audit log

D3 · Quick win

+3.1
3

Publish API spec for agents

D1 · Quick win

+2.8
4

Add kill-switch endpoint

D17 · Medium

+5.5
04

Execute

Continuous execution support.

Track remediation status, capture evidence as your team ships, and re-scan automatically as work progresses. The platform stays engaged until every gap is closed.

Workspace

Live tracking

Add agent identity to IAM

Done

Wire structured audit log

In progress

Publish API spec for agents

Evidence review

Add kill-switch endpoint

Not started

Score climbed from 52 to 61 since last week.

The category exists because we measured it.

689 organizations scanned. 211 controls evaluated. 18 dimensions stress-tested across six pillars. The Agentic Readiness Framework is the standard the industry was missing.

View full benchmarks

Assessment is the first move. We operate the rest.

The work that takes a CTO over a year across multiple consultancies and a dozen point tools runs inside one platform. Your team ships. We run the rollout underneath them.

491 vendors. One right answer for your stack.

The wrong pick is a twelve-month setback. We evaluated 491 products across identity, observability, orchestration, evals, guardrails, and runtime, then mapped each one to the dimensions where your scan came up short. Procurement stops guessing.

Browse the catalog

Free assessment · 30 minutes · No demo required

Begin your AI-readiness assessment

Submit your company details to begin a comprehensive AI-readiness assessment. Equivalent depth to a Big-3 consulting deliverable, generated in thirty minutes. Continue with the platform to execute the transformation.

Or contact us directly at team@getjackfruit.ai

Jackfruit AIGeneral Assistant

Beta — AI analysis is advisory, not a guarantee.

Suggested questions

Ctrl+K