AI ROI Analytics
See Who's Actually Creating Value with AI
Most tools tell you how often people use AI. We show you who's creating real output, who's quietly carrying the team, and who's just copy-pasting and taking credit.
One pilot team • No credit card • No employee installs • Read-only access
What you'll get in 30 days:
- •ROI leak map — where AI value is escaping
- •Top 3 causes — behavior, not technology
- •Exec-ready report + recommended next steps
Why AI ROI Dashboards Aren't Enough
AI usage ≠ AI value. This page is about the gap.
You already see:
- •Copilot adoption rates
- •Prompts per user
- •Time saved estimates
But you still don't know:
- Is AI speeding up real work or just helping people send more emails?
- Are your best people amplified or drowned in extra tasks "because AI makes it faster"?
- Which "AI power users" are actually shipping… and which are just forwarding AI output?
Meet the AI ROI Meter
A focused 30-day diagnostic that shows:
AI Amplifiers
People and teams where AI usage → higher output, fewer late nights
High AI usage + high delivery + stable/reduced hours
AI Masks
High AI usage, low delivery, lots of noise. Red flag for fake productivity
High AI usage + low delivery + high communication noise
AI Overload
Teams where AI has increased pressure, meetings, and after-hours work
High AI usage + rising meetings/after-hours + flat output
Quiet Multipliers
Low-visibility people who use AI well and quietly deliver the hard things
Low visibility + high delivery + enables others
Instead of "X prompts per week,"
you see:
"Team B increased AI usage 3x, but shipped fewer tickets and sent 42% more after-hours messages."
Translation: AI is amplifying pressure, not productivity.
Next action: Reduce meeting load • Protect deep work • Reset manager expectations
See What Your Dashboard Looks Like
Real-time visibility into AI patterns, team health scores, and actionable alerts - all in one place.
9
92
1
8
Score Distribution
Total: 9 employees
Alex Chen
Pattern Breakdown
Avg Team Health Score
Last 30dTeam Risk Alerts
Taylor Kim
taylor.kim@softskillsrewired.com
30-day pilot with your real team data
What We Actually Measure
We combine three types of signals:
Work Signals
Jira / GitHub / ServiceNow: who closes work, who unblocks others, what actually ships
Communication Signals
Email, meetings, chat: coordination load, after-hours pressure, interruption patterns
AI Usage Signals
Where AI is used in the workflow, and what happens after it's used
Integrates with:
Microsoft 365
Slack
Teams
Jira
ServiceNowAll read-only. No keystroke logging. No message content.
Patterns, not private diaries.
For Executives
Questions we answer in 30 days:
- Which teams turn AI into strategy, delivery, and savings—not just noise?
- Where is AI creating risk: burnout, bad decisions, or fake work?
- How much of your AI investment is blocked by manager behavior, not technology?
You get:
- A simple AI ROI & culture report for one pilot team
- Clear "double-down here, fix this here" guidance
- A path to link AI investment to retention, delivery, and manager quality
For HR & People Leaders
We help you see:
- When AI is quietly increasing burnout instead of reducing it
- Which "AI heroes" are actually creating work for everyone else
- Where promotion decisions are based on visibility and loudness, not contribution
You get:
- Pattern summaries you can drop into performance conversations
- Early warnings before high performers tap out
- Documentation that supports fair, defensible decisions
For Engineering and Product Leaders
We highlight:
- Teams that use AI to reduce toil and ship faster—your AI lighthouse teams
- Teams where AI has become a crutch: more rewrites, more fire drills, same outcomes
- Individuals who act as force multipliers with AI and deserve more scope
You get:
- Concrete, low-drama talking points for 1:1s
- Visibility into who's really doing deep work vs shallow, AI-polished work
- A way to reward the right behavior, not just AI swagger
Example Insights You Might See
We don't hand you a pretty dashboard and walk away. We translate patterns into human conversations and manager coaching.
"Team Alpha: High AI usage, +38% feature throughput, –26% after-hours mail. AI is working here."
Action: Scale what's working. Protect this team's practices.
"Team Delta: High AI usage, no throughput gain, +41% meeting time. AI is adding process, not value."
Action: Audit meeting necessity. Review AI tool workflows.
"User X: Top 10% AI usage, bottom 10% closed tickets. Often tagged on threads but rarely ships."
Action: Manager conversation needed. Clarify deliverable expectations.
"User Y: Modest AI usage, top 5% delivery, mentors others in code reviews. Quiet multiplier."
Action: Recognize and retain. Consider for senior/lead track.
How the 30-Day AI ROI Check Works
Connect Signals
~30-60 minutes setup
We connect to your existing tools (Outlook, Slack/Teams, Jira, GitHub, ServiceNow). No content scraping. No employee installs.
Deliverable: Setup checklist + permission review
Run the AI ROI Meter
30 days of analysis
Over 30 days we map AI usage to output, load, and fairness for one pilot team or org slice.
Deliverable: Baseline snapshot + pattern detection
Review Findings
45-minute readout call
We walk leaders through a simple story: where AI is helping, where it's hurting, and where behavior—not tech—is the bottleneck.
Deliverable: Exec summary PDF + ROI leak map + top causes
Decide Next Steps
Your choice
You can stop at the diagnostic or roll into CultureGuard to coach managers and fix the patterns we found.
Deliverable: Recommended interventions + optional pilot
Three Layers. One Culture Outcome.
Start before hiring. Measure AI reality. Fix the patterns blocking ROI.
Use HolisticEQ before people join. Use AI ROI Analytics after AI rollout. Use CultureGuard inside the company to change behavior.
Three products, one platform
HolisticEQ
Hard-to-game EQ screening for safer hires
Best for
HR and recruiters screening candidates fast
Finds
high-risk stress patterns, low resilience signals, "too perfect" gaming
Inputs
candidate assessment responses (no medical testing)
Outputs
candidate report, interview prompts, red flags
Time to value
same day
Privacy
encrypted responses; delete anytime
Free for HR teams
AI ROI Analytics
Shows where AI value is leaking—by team and workflow
Best for
Execs, CTO/CFO, AI program owners
Finds
AI amplifiers, AI masks, overload loops, quiet multipliers
Inputs
work, communication, and AI-usage signals (read-only)
Outputs
ROI leak map, top causes, "what to fix next" plan
Time to value
30 days
Privacy
patterns and metadata; no keystrokes; no screen capture
CultureGuard
Coaching and guardrails that change behavior (without surveillance)
Best for
HR/People leaders and Engineering/Product leadership
Fixes
recognition gaps, interruption loops, manager overload pressure, credit imbalance
Inputs
org patterns from the tools you already use (read-only)
Outputs
manager dashboards, scripts, playbooks, human review for context
Time to value
starts after insights; improves continuously
Privacy
least-privilege access; patterns-first; optional process-and-discard
HolisticEQ prevents bad hires. AI ROI Analytics finds the leaks. CultureGuard fixes the human patterns causing them.
Security and Trust
Not surveillance. Pattern-level signals only. We're here to stop AI from making toxic patterns worse.
Read-only permissions
No write access to your systems
No spyware
No keystrokes, no screen capture
Metadata-only analysis
No storage of email or chat content
SOC 2 Type II
Program in progress
GDPR / CCPA aligned
Privacy regulation compliant
Process-and-discard
Data deleted within 48 hours of processing
Who This Is For (And Not For)
For:
- ✓Leaders who want real AI ROI, not just adoption charts
- ✓Orgs that care about how AI is used, not just how often
- ✓Teams willing to coach managers, not just blame tools
Not for:
- ✗Companies that see AI only as a way for headcount reduction
- ✗Leaders who want surveillance, not insight
- ✗Teams looking for another dashboard they'll never act on
Ready to See the Real ROI of Your AI?
One pilot team. No credit card. Decide after you see the patterns.