SkipFlo Assessment
Your People, Process, and
Technology Are Hiding Cost.
We map what you actually have, measure what you are actually doing, and show you exactly where AI changes the math. You get answers, not slides.
20-40%
Avg. SaaS dead weight
~40%
Idle capacity in specialized IT roles
0
Orgs that know their real ops utilization
What We Assess
Three Things Nobody
Has Ever Overlaid.
Your organization already produces the data. We read it across all three dimensions and combine what most companies have never put in the same room.
People
What your people are actually outputting
Particularly in IT and operational engineering roles: the relationship between responsibility and delivery, where specialization has created idle capacity, and where one person is carrying work that should be a system.
- Role-level output mapping vs. responsibility
- Specialization bottlenecks and idle capacity
- Single-person process dependencies
- Redeployment vs. replacement analysis
Process
Where your processes actually live
Are your workflows instrumented in your ticketing system, or running in email threads, Slack messages, and someone's personal checklist? Undocumented process cannot be measured, improved, or automated.
- Instrumented vs. informal process inventory
- Ticketing signal analysis and health
- Process documentation gaps
- Automation readiness scoring per workflow
Technology
What tools your team actually uses
Not what is licensed. What is used — actively, consistently, in a way that maps to real work output. Most organizations are carrying 20-40% dead weight in their SaaS stack, paying for seats that generate no value.
- Full SaaS license vs. usage audit
- Tool consolidation opportunities
- AI substitution candidates by category
- Cost-per-outcome by tool
How It Works
Four Steps From Data
to Decision.
We do not hand you a framework. We do the work, then hand you answers.
1
Data Collection
We ingest your ticketing history, SaaS usage reports, and headcount data. No surveys. No workshops. We read what your systems already know.
2
Baseline Mapping
We map processes to their actual home (system vs. informal), score each tool by real usage, and model output against role responsibility.
3
AI Overlay
Against your specific baseline, we model what AI can absorb, replace, or augment. Not generic automation — interventions mapped to your actual environment.
4
ROI Report
You receive a specific cost model: what it would take to implement, what it saves, and over what timeframe. You make the call. We give you what you need to make it.
The Deliverable
A Report That Gives You
Answers, Not Slides.
Every engagement delivers a structured report across four areas. You walk out knowing exactly where overhead lives and what it would cost to address it.
Process Map: Instrumented vs. Informal
Which workflows live in your systems. Which ones live in someone's head or a Slack thread. Which ones have never been written down. With automation readiness scores for each.
Tool Inventory: Active vs. Dead Weight
Every licensed tool scored by actual usage and value contribution. Clear recommendation on each: keep, consolidate, or cut. With cost-per-outcome for each category.
Headcount Output Analysis
Responsibility mapped to delivery. Where bottlenecks exist, where capacity sits idle, where one person is carrying what should be a documented and automated system.
AI Opportunity Overlay with ROI Model
Specific interventions, specific implementation costs, specific savings projections. You have everything you need to make the decision. We are not here to make it for you.
The AI Overlay
AI Applied Without
Understanding
Makes It Worse.
AI does not fix broken foundations. It accelerates them. The overlay only works because we understood your actual structure first.
Automation readiness per process
Every instrumented workflow scored: fully automatable, human-in-the-loop, or keep manual. No guessing.
Tool substitution candidates
Where an AI agent can replace a SaaS product entirely. We show you the math before you commit to anything.
Redeployment modeling
Most wins are not headcount cuts. They are freeing your best engineers from reactive work to do the high-leverage problems they were hired for.
The bottom line
The report does not tell you what to decide. It gives you the data to decide for yourself.
Every organization is different. Maybe the ROI is eliminating a tool category entirely. Maybe it is redeploying your best engineers. Maybe it is documenting the process that walks out the door when one person leaves. We give you the specific options. You choose.
3
Data sources overlaid
1
Report, not a framework
Get Started
Two Ways In.
Start with the free Workforce Analyzer to see what the data says about a single role. Or skip straight to the full engagement if you already know you need the whole picture.
Free
Workforce Analyzer
Paste a job description. Get an AI-vs-human cost and impact analysis in minutes. No login required.
- AI vs. human cost comparison for any role
- Automation opportunity score
- Delivered to your work email
- No commitment, no sales call
Full Engagement
Complete Assessment
People, process, and technology — all three measured, overlaid with AI opportunity, delivered as a structured ROI report.
- Full process map: instrumented vs. informal
- SaaS license vs. actual usage audit
- Headcount output and capacity analysis
- AI overlay with specific ROI model