Needs Analysis
One cycle puts what each role has completed, what the regulator requires, what people searched for, and what their managers asked for on one board. A person records one decision per need, and the next cycle opens on what was decided.
What each role must learn next, and how sure you are.
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Needs Cycles
Set the scope, the window, and the evidence. The board fills from day one; the pulse and manager answers land as they arrive. Between cycles, a role change or an expiring certification raises a need on its own.
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Eight Sources, One Board
Completions, obligations, certifications, knowledge searches, catalog requests, the learner pulse, evaluations, and manager rankings — one row per role and skill, each cell showing who spoke and how many stand behind it.
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Decisions, Recorded
Five verbs, one decision per need, a reason each. Salalem AI may draft a rationale; a person records the decision, and every change is kept with who made it and when.
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The Loop Closes
A train decision becomes a program in the learner's existing journey. The manager who asked is told what was decided. Closing the cycle freezes a report for the board and files a chapter into the audit binder.
How a cycle runs
Five stages, from scope to a report you can file
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Scope
Roles or departments, the window, and which of the eight sources to read.
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Intake
Managers rank their team's needs; learners answer an anonymous pulse.
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Review
The board takes its final reading. A person records one decision per need.
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Plan
Train decisions become programs, stamped with the need they came from.
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Close
A frozen report — PDF, spreadsheet, and a chapter in the audit binder.
The evidence
Eight sources the platform already holds
Nothing is entered for the analysis. Each source is a record the platform already keeps, read for one figure. None is a rating; none names a learner.
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38%
Requirement fulfilment
Of the role's requirement met by a completed, passed activity.
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61 days
Compliance obligations
Until the regulator's deadline. Inside ninety, with unmet training, it is always P1.
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7
Expiring certifications
Certificates in the role lapsing inside the window.
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12
Knowledge searches
Questions the role asked the knowledge base and found no answer to.
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23
Catalog requests
People who asked for a course they could not enrol in.
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31 of 48
The learner pulse
Answered anonymously. Shown per role only above the response floor.
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2.9 / 5
Course evaluations
How far a completed course applied to the role, in aggregate.
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#1
Manager and sponsor intake
Where managers ranked it for their team — one signal of six, not the answer.
The board
What a priority is made of, and what it never is
One role, three needs, as the review screen shows them. The second row is the case the analysis exists to catch: requirements nearly all met, demand still high, and a decision that hands it to someone outside L&D.
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A priority is arithmetic you can read
Six signals, fixed weights, one rule above them: an obligation due inside ninety days with unmet training is P1. Every signal is one tap away with its source and headcount.
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When the sources disagree, the board says so
Ninety-two percent complete and forty-one people still asking is flagged, never blended into a middling score. It usually means a process or a tool is wearing a training request.
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Nothing here rates a person
Every figure is a completion, an obligation, a demand signal, or a count of people. The one proficiency figure it can show is your own HR system's rating, read-only and labelled as yours.
The five decisions — one per need, each with a reason
- Train
- Already covered
- Defer
- Knowledge fix
- Not a training problem
Needs cycle
Retail banking, third quarter
Relationship manager48 people
Customer due diligence
P1- Requirements met
- 38%
- Obligation due in
- 61 days
- Asked for it
- 23
Sources agreeDecision TrainComplaint handling
P2- Requirements met
- 92%
- Obligation due in
- None
- Asked for it
- 41
Sources disagreeDecision Not a training problemDigital onboarding tools
P3- Requirements met
- 64%
- Obligation due in
- None
- Asked for it
- 9
Sources agreeDecision Awaiting decision
Bring One Requirement. Leave With Its Record.
Give us an hour and one real requirement — from your rulebook or from a role profile. You will see how it maps to people, deadlines, and evidence on Salalem.
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