Is Your Company Actually Ready to Build Enterprise AI?
A 25-question diagnostic across 5 readiness dimensions. Used across 70+ enterprise AI engagements to determine which companies ship AI to production — and which spend six figures on a pilot that never leaves the lab.
25
Questions
5
Dimensions
12 min
Time
3
Tires
- Free · No email required to see your score · Results instantly
Supported by Leading Tech & Growth Partners
Founded by Mitesh Patel — NVIDIA Certified AI Architect · Upwork Top Rated Plus (Individual Profile) →
— A Note From Mitesh Patel
Why This Assessment Exists
Somewhere between the board-level enthusiasm for AI and the late-night panic calls I receive from CTOs whose pilots are stalling, there is a gap. That gap is readiness — and every failed enterprise AI project I have reviewed in the last eight years traces back to it.
The gap is not about talent. It is not about budget. It is not even about whether AI itself is capable of solving the problem. The gap is about whether the organization is positioned to absorb the solution when it arrives. Data that cannot be labeled. Use cases that cannot be measured. Infrastructure that cannot deploy the model. Teams without an owner. Budget without a sponsor.
88%
of enterprise AI pilots never reach production. Gartner has published this number for four consecutive years. The failure mode is almost never the technology — it is the readiness gap.
Source: Gartner, 2024
Over 70+ enterprise AI engagements at BrainyNeurals, I have learned which readiness questions actually predict success. Not the vague strategy-deck questions — the specific, operational questions that separate a six-week-to-production engagement from an 18-month slide deck.
This assessment is exactly those questions. Twenty-five of them. Organized across five dimensions that, together, determine whether your first AI initiative will ship — or join the 88%.
There are no right answers. There are only honest ones. The assessment is most valuable when you score yourself — or your team — as you actually are today, not as you wish to be on the day of your board presentation. An honest 45 out of 100 is infinitely more actionable than an optimistic 80.
— Before You Begin
How to Use This Assessment
Set aside 12 to 15 minutes of uninterrupted time. Answer 25 questions across 5 dimensions. Your tier and specific next action appear instantly at the end.
01
Answer Honestly
This assessment is for you — not for a vendor presentation. Answer as your organization is today, not how you would describe it to a board. Optimism contaminates every later decision it informs.
02
Pick One Option
Each question has five options with a point value. Select exactly one option per question. If two feel equally true, pick the lower-scoring one — conservatism here pays dividends later.
03
Get Your Tier
Your score is calculated automatically. You will see your total out of 100, per-dimension breakdown, tier placement, and a specific next-action recommendation calibrated to where you are.
Scoring Methodology :
Point scale: 0, 1, 2, 3, or 4 points per question. Each dimension carries 20 points (5 questions × 4 max). Total assessment: 100 points.
Tier boundaries: Not Ready (0–40) · Partially Ready (41–75) · Ready to Build (76–100). The tiers are empirically calibrated against outcomes from 70+ enterprise AI engagements.
Privacy: Your answers stay in your browser. Nothing is transmitted, stored, or tracked unless you choose to share your score with us on the final page.
— The Framework
The Five Readiness Dimensions
Each dimension carries 20 points. The dimensions are independent — strength in one does not compensate for a gap in another. A 20/20 on data readiness paired with a 4/20 on strategic alignment predicts a stalled pilot, not a shipped product.
DIMENSION 01
Data Readiness
Do you have the data the model needs? Is it clean, labeled, governed, and accessible? The most common root cause of failure across 70+ engagements.
5
Questions
20
Max Points
DIMENSION 02
Use Case Clarity
Can you state the business problem, success metric, and ROI in one sentence? If not, you are funding exploration, not execution.
5
Questions
20
Max Points
DIMENSION 03
Technical Infrastructure
Can the AI run where it needs to run? Cloud, on-premise, edge — deployment readiness, integration surface, security posture, MLOps.
5
Questions
20
Max Points
DIMENSION 04
Team & Skills
Who owns it end-to-end? Who operates it after launch? Internal AI literacy, partner integration capacity, decision authority, change management.
5
Questions
20
Max Points
DIMENSION 05
Strategic Alignment
Does leadership actually back this? Is the budget real? Is the timeline realistic? Is there a competing priority that outranks it?
5
Questions
20
Max Points
Let’s Turn Your Score Into a Plan.
Whatever your tier, the next 30 minutes of conversation determines whether your first AI initiative ships to production or joins the 88% that stall. Pick the path below that matches where you are.