Audiogami (Gamilab)
Swiss-hosted Whisper variant — production-ready, GamiWays Phase 1
Comparative Scores
Architecture
PRIMARY ASR for GamiWays Phase 1 MVP. Already in production. Swiss sovereignty + French/German optimization = perfect fit. Benchmark against Deepgram Nova-3 to quantify latency trade-off (200ms vs 75ms). Consider faster-whisper as sovereign fallback.
Analysis
Audiogami is Gamilab's production ASR service, based on Whisper Large v3 with Swiss-specific optimizations. Already deployed for GamiWays Phase 1. Swiss-hosted on Exoscale with full nLPD/GDPR compliance. French, German, and Swiss German optimized. The primary ASR component for GamiWays MVP.
Strengths
- Swiss sovereignty (Exoscale)
- nLPD + GDPR compliant
- French/German/Swiss German optimized
- Already in production for GamiWays
- Partnership pricing (included)
Weaknesses
- Proprietary Gamilab service
- Limited language coverage (10)
- 200ms latency (vs 75ms Deepgram)
- No public documentation
STT Capabilities
Pricing
Included in Gamilab partnership. No per-use pricing for GamiWays.
Sovereignty & Compliance
Swiss-hosted (Exoscale). Full Swiss data sovereignty. GDPR + nLPD compliant.
Data residency: Switzerland (Exoscale). Full nLPD compliance.
Swiss-hosted (Exoscale). Full data sovereignty. Production deployment by Gamilab.
Swiss-hosted (Exoscale). Full data sovereignty. Production deployment by Gamilab.
Audiogami (Gamilab) — Strategic Positioning
Beyond technical specs: where does this tool sit in the ecosystem, what are the risks and strategic implications for GamiWays?
Audiogami is the only STT purpose-built for construction data capture — schema-aware, human-validated, Swiss-hosted, GDPR/nLPD compliant. A strategic niche player for GamiWays's construction sector clients.
A. Strategic Positioning
Target customer: Construction software companies, ISVs, integrators — structured data capture on-site
Speech-to-structured-data for the construction industry — schema-aware transcription with human validation, hosted in Switzerland, GDPR/nLPD compliant.
B. Competitive Moat
- Construction domain specialization — schema-aware transcription for construction data models
- Human validation built-in — 100% accuracy guarantee for structured data
- Swiss hosting + GDPR/nLPD compliance — sovereignty-friendly for EU/Swiss markets
Vulnerability: Niche market (construction only). Slow market adoption in construction. Potential disruption from domain-specific open-source models.
E. Strategic Questions for GamiWays
Sovereignty fit
Swiss hosting + GDPR/nLPD compliance. Partial sovereignty fit — cloud-based but Swiss-hosted. Best for construction-specific GamiWays use cases.
Build vs. Buy
Buy for construction-specific structured data capture. Build (use generic STT) for non-construction GamiWays use cases.
Lock-in risk
Deep API/SDK integration in construction tools creates lock-in. Swiss hosting reduces data sovereignty risk.
Roadmap alignment
Niche fit for GamiWays construction sector clients. Swiss hosting aligns with Phase 2 sovereignty. SaaS self-service (late 2026) improves accessibility.
Data Freshness
Gamilab production deployment, 2025
Update note: Audiogami in production for GamiWays Phase 1 (2025). Swiss-hosted on Exoscale. WER ~3.5% estimated (Whisper Large v3 base + Swiss fine-tuning). No public benchmarks available.