Inventory of Assets (TRL 4 Evaluation)
Frontend-ready assets valued for Kazakhstan market and global (UK/US) equivalents.
Valuation view:
| Project Asset | Description | Market Value (QAZ) | Global Value (UK/US) |
|---|---|---|---|
| soile.dqaz.ai | Speech AI / Audio Capture Interface | $1,000 | $4,000 |
| hrtech.dqaz.ai | HR-Tech / Data Collection Forms | $1,200 | $4,500 |
| biz.dqaz.ai | B2B UI / Analytics Dashboards | $1,500 | $5,000 |
| edtech.dqaz.ai | EdTech / Offline Simulation Platform | $2,000 | $6,000 |
| Total | $— | $— | |
Evaluation scope
Frontend-ready / deployable
Static SPA assets suitable for immediate hosted delivery and pilot demos.
TRL baseline
TRL 4
Validated concepts with functional UI prototypes and interaction flows.
TRL target
TRL 5 path
Pilot-ready integration layers (security, routing, inference, offline nodes).
Astana Hub Nomination Strategy (TRL 5 Path)
Four pilot narratives aligned to measurable outcomes and deployability.
HR Tech
Focus on 60% hiring cost reduction using “Cultural Code” AI.
- Interview simulation + scoring rubric
- Language-aware evaluation (KZ/RU)
- Audit-ready decision trails
EdTech
Offline safety training using ESP32-S3 chips.
- Voice verification for step completion
- Offline manuals cache on edge
- Field-ready high-contrast UI
Travel
Multi-modal guide with <200ms latency via Cloudflare Edge nodes.
- Chat + voice playback interface
- Edge routing for low-latency responses
- Offline-first fallback flows
Biz
Corporate AI Gateway with Zero-Trust architecture (GPT-4/Gemini).
- AI multi-translator for hospitality
- Infrastructure health telemetry widget
- Tenant isolation and policy enforcement
TRL 5 execution notes
Pilot scope: limited cohorts + measurable KPIs (cost, latency, compliance).
Integration focus: security envelope, inference endpoints, offline edge nodes.
Nomination pack: 1-page KPI summary + demo links + risk controls.
The Pitch & Defense Kit
3-minute script + Q&A defenses for panel scrutiny.
3-Minute Script (0:00–3:00)
0:00–0:45
Hook
- KZ markets need offline + bilingual AI that works under real constraints.
- We deliver TRL 4 assets now, and a clear TRL 5 pilot path.
0:45–1:50
Solution
- Four product lines: HR, EdTech, Travel, Biz gateway.
- Unified architecture: edge routing + policy + audit logs.
1:50–3:00
TRL 5 Proof + CTA
- Show live demos (SPAs) + pilot KPIs (latency, cost, compliance).
- Ask: Astana Hub nomination support + pilot partnerships.
Q&A Defense (5 critical questions)
Security: How do you secure corporate data?Expand
Answer: Zero-Trust by default: tenant isolation, policy enforcement, and auditable request paths.
- Edge-first routing with strict access controls.
- Per-tenant keys, scoped tokens, and audit logs.
- Data minimization with configurable retention.
Language localization: How do you handle KZ/RU bilingualism reliably?Expand
Answer: Localization is a first-class feature: UI text, transcripts, and evaluation rubrics are bilingual by design.
- Language detection + explicit controls per flow.
- Domain glossaries with QA loops.
- Terminology consistency checks.
Offline capabilities: What works without connectivity?Expand
Answer: Offline mode is supported via local edge nodes with cached safety manuals and limited inference paths.
- ESP32-S3-assisted offline content + verification flows.
- Store-and-forward sync when online.
- Operational continuity for critical training.
Scalability: Can it serve many users and requests?Expand
Answer: Designed for high-throughput edge routing and horizontally scalable inference and storage.
- Target capacity: 10,000+ requests per minute.
- Autoscaling API/translation/scoring behind stable endpoints.
- Separation of UI/API/inference/storage/audit.
Competition: How is this different from ChatGPT and generic tools?Expand
Answer: Not a general chatbot: controlled corporate workflows with offline pathways, auditability, and domain-specific UX.
- Workflow-first (HR, safety, hospitality routing).
- Enterprise controls (policy, logs, compliance posture).
- Latency targets via edge routing + low-latency inference layers.
Technical Data Sheet
Specification summary for TRL 5 readiness.
Infrastructure
- NVIDIA NIM
- Vertex AI
- Cloudflare AI Gateway
Capacity
- 10,000+ requests per minute (design target)
- Edge routing for low latency
- Horizontal scale across services
Compliance
- 100% Personal Data Protection (Local Edge Nodes)
- Tenant isolation + policy controls
- Auditable request trails
Operational constraints (explicit)
No third-party UI exposure: end-users see only branded Soile/DQAZ interfaces.
Controlled integrations: external services are behind internal gateways and policy enforcement.