turquality-assessment

Export readiness assessment with tiered service model

Digital product for Turkish export competitiveness assessment with LLM-powered report generation

TypeScriptLLM Integration

A digital assessment product for Turkish companies evaluating export readiness. 40 questions across 10 areas, LLM-synthesized reports, tiered service model from self-service to professional consultation.

Problem

Turquality is Turkey’s export support program. Companies need to assess their readiness across multiple competency areas. Traditional consulting assessments are expensive and slow. A digital-first approach can provide immediate value with optional human enrichment.

Product Architecture

5-Tier Service Model:

TierPriceOffering
Free$0Basic assessment, limited insights
Plus Trial$03-day full access preview
Plus$500Full assessment + LLM report
Professional$1,200Plus + consultant enrichment (2-3 hrs)
EnterpriseCustomWhite-label, multiple assessments

Assessment Framework:

  • 40 base questions (4 per area × 10 areas)
  • Dual scoring: ODI threshold % (users) + weighted average (consultants)
  • 86% coverage against AKS 191-item framework
  • gov.uk task list pattern for intake flow

Key Feature: LLM Report Synthesis

Assessment Responses
        ↓
Pattern Detection
        ↓
LLM Report Generation
        ↓
┌─────────────────────────────┐
│ Strengths / Weaknesses      │
│ Priority Recommendations    │
│ Benchmark Comparisons       │
│ Action Plan                 │
└─────────────────────────────┘

Reports synthesize responses into actionable insights. Professional tier adds consultant review and enrichment.

Design Decisions (Locked)

  • Question Bank: 40 questions validated against AKS framework
  • Scoring Logic: Dual model documented in spec
  • Intake Triggers: Question-level, not section-level
  • Report Template: LLM prompt with pattern detection
  • Pricing: Plus $500, Professional $1,200

Current Status

Why This Exists

Export consulting is high-touch and expensive. This product experiments with LLM-powered assessment delivery—immediate value at scale, with optional human depth. The locked specs represent extensive design thinking ready for build.