Capability · Analytics & Intelligence

Analytics & Intelligence

Dashboards show what happened but not who should act, on what evidence, or whether it worked.

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Audience

PrincipalsDistrict officialsFundersSETAs

Workflow

  1. 01Collect operational signals
  2. 02Detect pattern or exception
  3. 03Explain with evidence
  4. 04Recommend action
  5. 05Human approves
  6. 06Measure outcome
Core features

What it covers

Insight

  • Forecasting
  • Anomaly detection
  • Early-warning patterns

Explainability

  • Supporting evidence
  • Affected entities
  • Confidence & caveats

Action

  • Work queues
  • Approvals
  • Outcome measurement

Intelligence

Combines deterministic rules, optimisation, statistical models and evidence-grounded AI reasoning — with human authority over sensitive decisions.

Integrations

Designed to support natural-language analytics over authorised data only.

Workflow example

Illustrative Data

A funder asks which providers are behind on assessment milestones; the answer cites the underlying records and opens follow-up tasks.

Outcomes

  • Insight tied to accountable action
  • Transparent reasoning
  • Measured impact
Control model

Records become accountable work

Design intentions, not independently verified operational controls.

Ownership & permissions
Assigned Principals, District officials, Funders, SETAs work only within authorised tenant, programme and record scopes.
Rules & approvals
Required evidence, policy versions, delegated authority and independent review gate consequential changes. Missing evidence returns to the owner.
Audit & reporting
Record who changed what, when and why. Measure evidence completeness, queue age, approval turnaround and unresolved exceptions rather than invent performance results.
The golden thread

From allocation to a verified outcome

Illustrative Data

01 / 8 · National 3,000-learner programme

Funder

Accountable owner
Funder
Evidence & records
Illustrative target: 3,000 learners, budget and outcomes
Rule & approval gate
Funding conditions and targets approved
Reporting KPI
Enrolment against 3,000 target; verified completion
Next action
Implementer
Permission boundary
Assigned programme and records only; cross-party sharing requires explicit authorisation.

Review exceptions before progressing

Website demonstration of intended workflows. No real records, approvals, credentials or payments are processed.

Related

Connected capabilities

Programme Lifecycle

Needs analysis and proposal; Funding, budget and implementation plan.

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Venues, Tools & Equipment

Venue profiles, capacity and accessibility; Equipment availability and safety records.

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Accreditation & Quality

Provider scope and expiry records; Qualification catalogue and practitioner registration.

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See Analytics & Intelligence in a demo

Tell us about your schools, district or programme. We’ll show how SkillsCortex could connect your workflows — and agree what a scoped pilot would prove.

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