SEE WHAT YOUR OPERATIONS ARE HIDING.
We don't just assess whether you can use AI. We show where your business is leaking time, money, and decision quality — and where AI can be embedded to fix it.
Six Dimensions of Operational AI Readiness
We don't just ask “are you using AI.” We measure six distinct vectors that determine whether AI will compound in your business — or just add noise.
Use / Deployment Depth
How deeply AI is being used, not just how many tools are in play.
- Level of experimentation vs operational use
- Number of AI-driven workflows per function
- Breadth across departments
Data & Infrastructure
Whether data and systems actually support AI.
- Data accessibility and integration across systems
- Data quality, freshness, and documentation
- AI-ready infrastructure (compute, latency, APIs, analytics pipelines)
Workflow Integration
How tightly AI is embedded into real workflows, not just bolt-on tools.
- Degree to which AI is inside core processes
- Handoff between AI and human work
- Level of automation vs manual override
Agent & Automation Sophistication
How mature the organization is at using agents, not just chat interfaces.
- Use of autonomous or semi-autonomous agents
- Tool-use patterns, multi-step reasoning, exception handling
- Agent orchestration and monitoring
Talent, Culture & Change Readiness
Human readiness: skills, mindset, and operating model.
- AI literacy across teams
- Formal upskilling and enablement programs
- Psychological safety and experimentation culture
Governance, Risk & Compliance
Controls, accountability, and auditability.
- AI governance model and clear ownership
- Policies, risk-tiering, audit trails, explainability
- Bias, fairness, security, and privacy controls
Sample maturity profile // Illustrative
What We Measure
Each dimension is grounded in concrete operational metrics — not abstract scores.
Every metric is paired with a question: what is the operational friction, and where can AI remove or compress it?
How We Score
Each dimension is scored 1-5 per function — Sales, Ops, Support, Product, Finance — creating a granular maturity map across your entire operation.
No coordinated AI use.
Some pilots. No measurement.
Some production use cases.
Measured and optimized.
Continuous improvement.
| Function | Use Depth | Data | Workflow | Agents | Talent | Governance |
|---|---|---|---|---|---|---|
| Sales | 3 | 2 | 2 | 1 | 3 | 1 |
| Operations | 2 | 3 | 2 | 2 | 2 | 2 |
| Support | 4 | 3 | 3 | 3 | 2 | 2 |
| Finance | 1 | 2 | 1 | 1 | 1 | 3 |
| Product | 3 | 4 | 3 | 2 | 3 | 2 |
Illustrative example. Your maturity map is based on your actual operations.
Function-Level Maturity Bars
Maturity scores by function // 1-5 scale // Sample
What You Get
Not a deck. Not a summary email. A set of artifacts you can actually use — whether you work with us or not.
Maturity Map
Visual showing where each function stands across all 6 dimensions. Not a single number — a map.
Workflow Bottleneck Map
Slow, error-prone, or manual-heavy processes identified and quantified by dollar impact.
AI Opportunity Heatmap
Each opportunity scored by business impact vs implementation feasibility. Prioritized, not just listed.
Governance & Risk Findings
Gaps in controls, documentation, and accountability — before they become problems.
Metrics Baseline
Current KPIs — cycle time, error rate, labor cost — captured before and benchmarked for after.
Implementation Roadmap
Which AI-driven changes to ship first, with a 90-day plan. Sequenced by dependency and ROI.
Sample // AI Opportunity Heatmap
AI Opportunity Heatmap // Sample output
Root Cause Analysis
Every surface-level symptom has a deeper operational cause. Most companies treat the symptom. We drill until we find the root.
The audit doesn't stop at “your margins are shrinking.” It asks why — then maps the AI opportunity hiding underneath.
“Having AI tools isn't the same as having AI working. The gap between adoption and integration is where the real losses hide.”
"Our margins are shrinking"
Invoice reconciliation takes 3 people and 2 weeks
Billing data lives in 4 disconnected systems
No automated matching between POs, invoices, and change orders
Automated reconciliation — recovers $1.2M+ annually
Where you are
What to do about it
The audit tells you where you're leaking. The Playbook tells you exactly what to fix, in what order, what it costs, and what it gives back. It shifts the conversation from “here’s what’s wrong” to “here’s the exact plan we will run with you to fix it.”
The Playbook is yours. You own it, full stop. Even if you decide to build with someone else. (Though we’d gently suggest that’s a questionable life choice.)
Two Ways In
Start with a focused look, or go deep from the beginning. Your call.
Assessment
Founder's rate — ends June 1, 2026
1-2 weeks. A focused operational review powered by voice agent interviews and targeted analysis. You get initial findings, key bottlenecks, and a clear picture of where the value is.
Standalone deliverable. Not a sales pitch disguised as a report.
Full Audit + Playbook
3-6 weeks. Comprehensive 6-dimension assessment across your entire operation — every function, every workflow, every handoff. Plus the executable Playbook: what to fix, what to build, in what order.
You own it, full stop. Build with us, build with someone else, build yourself. The blueprint is yours.
Assessment fee rolls into the full Audit if you move forward. Not paying twice.
LET'S
TALK.
30 minutes. We'll talk about your operations, where you think the gaps are, and whether an Assessment makes sense. No pitch. Just a conversation.
Most clients know within one conversation whether this is the right fit.