Your AI Transformation Operating System.
Every enterprise wants agents in production. We defined the path.
Developed atMIT Media Lab
have a board-level mandate to deploy AI agents in 2026.
fail in production. Not on the model. On the plumbing underneath.
The Framework
Putting agents in production is the scary part. We make the path safe.
Agentic Readiness turns “are we ready for agents?” into a concrete, checkable path — the exact gaps between you and safe production, and the order to close them, across every layer an agent touches: infrastructure, data, operations, security, governance, and discoverability.
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.
Diagnose
Where you are now.
Submit your domain. The platform scans every relevant surface across all 18 dimensions, delivered in thirty minutes. No call or demo required.
Readiness score
Live
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
Twelve dimensions to lift. Estimated +18 score points to reach Production-Ready.
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
Add agent identity to IAM
D2 · Quick win
Wire structured audit log
D3 · Quick win
Publish API spec for agents
D1 · Quick win
Add kill-switch endpoint
D17 · Medium
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
DoneWire structured audit log
In progressPublish API spec for agents
Evidence reviewAdd kill-switch endpoint
Not startedScore climbed from 52 to 61 since last week.
Who’s most ready for agents? A live benchmark of agentic readiness.
The category exists because we measured it — every organization scored on the same framework, ranked, and refreshed as the market moves.
The transformation
The assessment is where it starts. Then we run the transformation with you.
A score tells you where you stand. We take you from there to production — a roadmap, the tools that fit your stack, and a board to run it. The work that takes a CTO a year across multiple consultancies and a dozen point tools, in one platform.
Select your roadmap
Not just a score. A ranked path from where you are to production-ready — the exact gaps holding you back, what to do about each, and the order to do it in.
See solutions that fit your stack
The market has thousands of tools. We match the ones that fit your tech stack to the gaps your scan found — so you know exactly what closes each gap, instead of getting lost in a marketplace.
Manage the transformation
Run the whole rollout on a board — status, owners, evidence — and push it straight into Jira, Slack, and monday.com so your team works where it already does.
The marketplace
Your CTO companion for the tool market.
The agent-infrastructure market shifts every week. We continuously evaluate it across identity, observability, orchestration, evals, guardrails, and runtime — then map the best fit to your tech stack and the exact gaps your scan found. So procurement stops guessing.
Thousands of tools. Which fit? Which integrate? Where do you even start?
The search today — noise. Below: what we hand you instead.
AWS LangChain Datadog— what we’d suggest:Aembit
Identity
Closes your non-human identity gap (D2)
Langfuse
Observability
Closes your agent-tracing gap (D3)
Lakera
Guardrails
Closes your agent-security gap (D18)
Illustrative — your real suggestions are ranked against your scan and stack.
Secure · private · your report in 30 minutes
Connect your stack. Start your transformation.
Connect your GitHub and we scan your real stack — securely, with access you grant and can revoke anytime — then hand you the roadmap, the solutions that fit, and a board to run the whole transformation.
Access you grant and revoke anytime — private to your team.
Prefer to talk first? Reach us at team@getjackfruit.ai
