Investigate performance problems · Inferele

Investigate before you commit to a solution.

When a stakeholder says, “We need training,” use Inferele to find out what is actually happening. In 10–15 minutes, turn a vague request into a focused question, useful evidence, and an Alignment Brief stakeholders can understand and approve.

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10–15 minutes• Demonstration requires no account• Leave with a Research Brief and Alignment Brief
Inferele
Search investigations, evidence, people…
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MA
Maren Alvarez
L&D Consultant
New Investigation
WORKSPACE
Overview
Investigations
Evidence
Performance Factors
Recommendations
Reports
THIS WEEK
3 investigations closed
2 recommended a non-training fix
Investigation Overview
Separate evidence from assumptions before you recommend a solution.
KIP'S FIELD NOTE
Investigate before you prescribe.
The request names a solution. The evidence reveals the actual performance problem.
ACTIVE INVESTIGATIONS
4
EVIDENCE COLLECTED
27
ASSUMPTIONS TO VALIDATE
8
RECOMMENDATIONS READY
2
PRIMARY INVESTIGATION Investigation in progress
Reduce routine billing escalations
View timeline
Open investigation
ORIGINAL REQUEST
"Build refresher training for customer support agents."
BUSINESS CONCERN
Routine billing questions are being escalated too often.
EVIDENCE COLLECTED
7 items
ASSUMPTIONS REMAINING
3
CONFIDENCE LEVELModerate
CAUSAL MAP : WHAT'S DRIVING ESCALATIONS
Policy clarity Knowledge access System permissions Manager reinforcement Practice & feedback Root causes Escalations
Verified Evidence
7 items
Ticket data shows 62% of escalations cite refund policy exceptions
Support ticketing exportReviewed 3 days ago
14 agents lack override access to correct billing errors under $25
Systems audit : ITReviewed 5 days ago
Knowledge base billing article was last updated 22 months ago
Content auditReviewed 6 days ago
Interviewed agents can recite the correct policy without hesitation
Agent interviews (6)Reviewed 1 week ago
Assumptions to Validate
3 open
Agents don't know the escalation policy
UnconfirmedFlagged by requester
New hires escalate more because of tenure, not training gaps
Needs tenure breakdownPending data pull
Managers aren't reinforcing policy after initial onboarding
Awaiting manager shadowScheduled this week
PRELIMINARY RECOMMENDATION
Fix the system, not the people
2 of 4 factors confirmed
Improve the billing knowledge resource
Correct a permissions issue
Add targeted scenario practice
Do not build a full refresher course

A live investigation workspace, not a rendering. Every number above reflects real evidence review states.

Why investigation changes the conversation
■ Measured
Check-in completion sits at 41%
◆ Assumed
“Managers lack coaching skill”
○ Unknown
Nobody reviews check-in quality

All three statements can appear in the same training request. Only one is measured evidence.

See it work

Evidence changes the diagnosis.

The real Method engine's demo scenario and rule output, not a mockup: a dashboard to feature to dashboard workflow.

Inferele
Initial finding saved to investigation

You identified a knowledge gap, but nothing verified indicates that people do not know what to do.

Every item supporting this reading is reported or assumed. A knowledge claim is testable, ask a handful of people to describe the expected behavior before you design for it.

Systems map

0 of 4 assembled

Initial finding

The strongest current signal is not a learning problem. It is a workflow problem.

Verified evidence clusters around workflow. A course could still be built, but it would be asked to fix something it does not touch.

Motion reduced, showing outcome state

Loops automatically · no narration · respects reduced-motion preference.

What Inferele helps you do

Turn “we need training” into a decision stakeholders can align around.

01
Clarify the problem
Translate the stakeholder request into the behavior or performance gap that actually needs to be understood.
02
Separate evidence from belief
Classify what is measured, observed, reported, assumed, or still unknown before the project begins.
03
Test possible causes
Build a cause hypothesis, connect it to the available evidence, and surface what complicates it.
04
Challenge the training assumption
Examine whether capability is really the constraint, or workflow, tools, incentives, or environment.
05
See the system
Map the surrounding performance conditions across eleven dimensions without inventing certainty.
06
Recommend the next move
Leave with a Research Brief: finding, evidence quality, alternatives, next experiment, and pathway.
Why it matters

A better investigation can save you from building the wrong thing beautifully.

Accepting the requested solution too quickly can leave you responsible for a problem training cannot fix. Inferele helps you slow down, check the evidence, ask better questions, and return with a clear recommendation.

Inferele is a structured reasoning aid, not a medical, scientific, or statistical instrument. Every statement it makes follows from a documented rule applied to what you enter.

INFERELE · INCLUDED WITH PROFESSIONAL
The complete professional investigation workspace. No crippled tier.
Included with Learning Rewired Intelligence. Professional also opens every other Lab workspace, Practitioner Lab, and Pionati.
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