Works with the AI Agents you already use
Claude Code
Cursor
Codex CLI
Muse
Dots+22 moreClaude CodeCursorCodex CLIMuseDots
OpenClaw
Manus
Grok
Grok Bot+18 agentsAI Readiness Inspector — Assess Business Readiness
Assess organizational readiness for AI with evidence-led maturity, gap, risk, and remediation analysis.
$9.99
AI Readiness Inspector — Assess Business Readiness
Example session with this skill installed
We are a 240-person B2B services company considering AI for internal knowledge search and support-ticket triage. We have two small pilots but no formal AI policy. Using the evidence below, assess readiness for a controlled pilot versus broader production use. Separate confirmed facts from assumptions, identify the three most important blockers, and give us a 90-day remediation sequence. We have not provided architecture, security, data-quality, or adoption metrics, so please do not assume those are mature.
- Read your context and instructions
- Compiled the ai readiness inspector
AI Readiness Inspection — Sample
1. Executive verdict
Controlled pilot: conditionally ready for a bounded, low-risk test. Broader production or scaling: not yet supported by the evidence provided. This is a preliminary assessment, not a certification.
2. Scope and evidence confidence
In scope: internal knowledge search and support-ticket triage at a 240-person B2B services company. Evidence supplied: two small pilots and no formal AI policy. Architecture, security, privacy, data quality, adoption, ownership, and outcome metrics were not provided.
Overall confidence: low; most dimensions remain unknown.
3. Initial readiness profile
| Dimension | Status | Evidence / implication |
|---|---|---|
| Strategic intent | Partial | Two pilots indicate interest; desired business outcomes and baselines are unknown. |
| Governance and authority | Gap | No formal AI policy was reported; decision rights and review gates need definition. |
| Data and knowledge | Unknown | Source quality, permissions, freshness, and ticket sensitivity were not described. |
| Security and privacy | Unknown | No control evidence was supplied; do not infer a safe production posture. |
| Operating ownership | Unknown | Pilot owners, support, escalation, and rollback responsibilities are unspecified. |
| Measurement | Unknown | No baseline or success criteria were supplied. |
4. Three priority blockers
Unclear data boundaries: inventory the knowledge and ticket data, sensitivity, access rights, and approved use before testing.
2.
Missing governance and human authority: define permitted use, accountable owners, human review, escalation, retention, and incident handling.
3.
No measured pilot baseline: select service quality, handling time, error, and user-impact measures before comparing results.
5. 90-day remediation sequence
Days 1–30 — Scope and controls: name an executive sponsor and service owner; select one bounded use case; map data sources and users; document prohibited data and actions; define human review, escalation, rollback, and incident contacts.
Days 31–60 — Verify foundations: review access and vendor handling with qualified security/privacy owners; check source authority and freshness; record a baseline; create a representative test set with approved data; define acceptance thresholds and failure cases.
Days 61–90 — Run a controlled pilot: test in a limited workflow with human approval; track quality, time, errors, overrides, and incidents; review results with affected staff; stop or remediate when thresholds are missed.
6. Minimum conditions to proceed
Proceed only when the use case, data scope, accountable owner, human decision points, approved tools, risk controls, baseline, test plan, and rollback path are documented and reviewed. Reassess with evidence before production expansion.
Limitations
This sample uses only the facts stated in the prompt. It does not establish actual company maturity, compliance, security, privacy, or ROI.
Connects securely to your tools. The creator never sees your data.
About this skill
Know whether your organization is ready for AI
AI Readiness Inspector turns AI ambition into a practical, evidence-based readiness assessment. It helps leaders understand what is established, what remains unknown, which gaps block progress, and what to address before a pilot or wider rollout.
What it assesses
Review strategy and executive alignment; target use cases and process stability; data and knowledge; technology and integrations; security, privacy, and governance; workforce skills and change capacity; operating ownership; vendor controls; economics and measurement; reliability and continuous improvement.
What you receive
- A scoped readiness verdict with confidence clearly separated from maturity
- A dimension-by-dimension evidence and maturity profile
- Critical blockers, unknowns, assumptions, and readiness debt
- Dependency-aware remediation priorities and minimum conditions to proceed
- Separate guidance for controlled pilots, production use, and scaling
- Evidence requests that help close the most consequential gaps
The assessment uses only information and files you provide, plus tools you explicitly authorize and that are actually available. Findings are labeled by evidence status; missing or conflicting evidence stays visible. It does not invent policies, system access, employee capability, data quality, compliance, or financial value.
How to use it
Describe the organization, its AI ambition, and the use cases in scope. Share relevant policies, process maps, architecture notes, inventories, pilot results, metrics, or other authorized evidence. The agent will ask only material follow-up questions, assess the relevant dimensions, and produce an executive-ready report with practical next steps.
Boundaries
This is a decision-support assessment, not a compliance certification, security audit, legal opinion, or guarantee of AI success or ROI. Regulated and high-consequence deployments require current evidence and qualified professional review. A readiness conclusion is limited by the scope and evidence supplied.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
Reviews
No reviews yet
Be one of the first to try it. Every listed skill passes our trust checks below.
Security scanned
Passed our 8-point scan before listing
Fresh listing
Recently published to Agensi
Money-back guarantee
Doesn't do what its page promises? You get your money back.
Trust & safety
Security scanned
Verified clean 10 days ago
- Passed all security checks, Safe to install