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Independent guide · TypeSafe Jev in Microsoft workflows

jevusecases.work

Bounded judgments · Policy in code · Synthetic demos

primitives · Choice · Score · Noul

Bounded judgments beside policy rules in Microsoft ops

Jev returns typed answers with probabilities. Code owns the workflow and the business rules. Confidence is not permission. Uncertain or high-stakes cases escalate to a frontier model or a human.

Synthetic demos Proposed design en-GB
Three lenses Open service-desk demo
ChoicePick one option from a closed set
ScoreHow good / how severe on a scale
NoulSay when a condition is present — or none fit
RulesDeterministic policy in code

Honest figures — not ROI claims. See Evidence.

Three lenses

What Jev is

Typed Choice, Score and Noul—not a chat model. Code owns the rules; Jev supplies bounded judgments with probabilities. Confidence is a signal, never permission.

Lens · Kid

Mail that needs a judgment

Three kinds of judgment before a human opens it: pick one option, score how good, or say when none fit.

    Expand · Understand Optional · School-tray article

    Hero demo

    Shared service-desk inbox

    Imaginary company mailbox. Click a message to watch Inputs → Jev + rules → Outputs. Layers light up for Rules, Jev, Frontier LLM and Human. Some paths create ServiceNow tickets; some draft via a frontier model; some go straight to a human queue.

    Shared mailbox · service desk Synthetic demo Proposed design
    Inbox · 8 messages
      RulesPolicy in code
      JevChoice · Score · Noul
      Frontier LLMDraft only
      HumanAccountable action
      Inputs

      Select a message.

      Jev + rules

      Judgments appear here.

      Outputs

      Tickets, drafts, queues.

      Full rule table with editable toggles: Service desk email demo.

      Use-case gallery

      Each page runs client-side simulation only. No API keys. Chips mark synthetic data and proposed designs.

      Choice · Score · Noul

      Service desk email

      ITIL types, Gold/Silver/Bronze, ServiceNow vs frontier vs human.

       Score · Noul · Choice

      Complaints

      Tone, trauma cues, never auto-close; frontier drafts under policy.

       Choice · Noul

      Root cause analysis

      Cluster incidents; frontier hypotheses; human owns the RCA record.

       Noul · Score

      Trauma-informed policy review

      Flag coercive language and missing support pathways for human review.

       Choice · Score

      Correspondence tracking

      Thread state, SLA risk, missed commitments.

       Choice · Noul

      Azure & AI credit usage

      Budget overrun, shadow spend, weekend spikes — flag, do not auto-spend.

       Noul · Score

      Travel & expenses

      Policy breach dimensions; never auto-approve money movement.

       Score · Noul

      M365 audit log review

      Unusualness and privilege patterns routed to a SOC queue.

      Microsoft surfaces

      Where this sits

      Shared mailbox, Power Automate, ServiceNow, Fabric, Azure, M365 audit, Teams — orchestration in Microsoft; judgments from Jev; policy in your code.

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