Sharek Executive Intelligence

AI Decision Center

Decision support over the same governed data layer: morning brief, emerging-issue detection, recommendations, scenario forecasts, and an evidence-based conversational interface. Responses in this prototype are deterministic and local — no external AI API.

Executive Morning Brief

Compiled 07:00 — Saturday, 11 July 2026

Illustrative

Good morning. Sharek performance remains stable, with two emerging areas requiring leadership attention.

  • Citizen satisfaction rose to 86.1% (+1.3 pts), recovering June's dip and keeping the NDS3 85% target within reach.
  • Public sentiment fell 4 pts, concentrated in the work-permit renewal theme (mentions +46% WoW) affecting Labour Services.
  • Al Rayyan first-response time is 2.4x the national average and is now the top regional driver of complaints.
  • The Kawader launch drove awareness (+112% mentions) but sign-up failures — consistent with its verified 1.6★ App Store rating — are turning attention into frustration.
Prioritize a 30-day Labour Services response plan, added weekend capacity in Al Rayyan, and a Kawader hotfix with a public FAQ. All three carry high expected satisfaction impact.

Emerging issue detection

Pattern shifts detected across feedback, social, and operational streams.

  • Labour Services negative-sentiment spiral

    Work-permit renewal complaints up 46% WoW; sentiment down 6 consecutive weeks. Risk of reputational spillover to overall government satisfaction.

  • Al Rayyan response-time breach

    First-response time 2.4x national average since May. Two centers operating above design capacity; satisfaction 10 pts below national.

  • Kawader app experience gap

    Verified 1.6★ (App Store) with registration failures dominating reviews. Campaign attention is amplifying the product gap.

Scenario analysis — national satisfaction

Projected trajectories under stated assumptions. Scenarios are estimates with a confidence range — not guarantees.

Illustrative
Assumptions
  • P1 actions are staffed and start on schedule (Al Rayyan relief, Labour task force, Kawader hotfix).
  • Summer demand seasonality follows the 2025 pattern.
  • No major external news event shifts public sentiment.
Limitations

Three-month horizon; projections derived from six months of illustrative trend data. Confidence narrows near-term and widens toward October. Not a prediction of actual government performance.

Scenario horizon: Aug–Oct 2026
72%

Opportunity detection

  • Replicate the Umm Salal playbook. The document-checklist redesign was associated with a 63% repeat-complaint reduction. Al Wakrah shows the same pre-intervention pattern.
  • Amplify front-line praise. Positive themes cluster around staff, not systems — recognition content is the cheapest trust-building lever this quarter.
  • Digitize permit verification steps. Interior’s 2025 digitization playbook maps directly onto the three manual steps driving Labour Services delays.
Ask Sharek
Evidence-based answers from local prototype data — no external AI API

Ask an executive question, or pick one below. Every answer shows its reasoning, evidence, recommended action, confidence, and data status.

Recommended actions

Synchronized with the Executive Overview.

  • Launch a 30-day Labour Services response plan: dedicated permit-renewal task force plus daily public status updates.

    P1
    Labour Services leadership + CGB Government Performance
    84%

  • Add weekend and evening capacity at the two Al Rayyan centers; redeploy two mobile service units for 60 days.

    P1
    Service Center Operations
    78%

  • Ship a Kawader hotfix for document upload, publish a bilingual FAQ, and respond to every store review within 72 hours.

    P1
    CGB Digital + Sharek Operations
    81%