AI Engine Hub
Multi-engine orchestration across frontier models, open engines, specialist models and internal control layers — selected per task based on risk, cost, confidence and proof requirements.
View Executive AI Operations Briefing → Multi-Agent Evidence Harness →We do not depend on a single AI model. The platform selects the most suitable engine per task based on risk, cost, confidence, and proof requirements. This reduces vendor lock-in, avoids unnecessary premium-model usage, and improves reliability through fallback and verification. No API keys or provider secrets are shown on this page.
Active Engines
3
Connected Providers
3
Fallback Engines
4
Specialist Engines
9
Local / Private
1
Monthly Cost
Platform-managed
Reliability Score
99.1%
Verification Coverage
High-risk & medical/legal/finance
Smart Routing Rules
⚡
Low-risk tasks
Route to cheaper / faster engine
risk = low
🔒
High-risk tasks
Route to premium engine + verifier
risk = high
🏥
Medical / legal / finance
Require proof code and/or human review
domain = medical | legal | finance
🖼️
Image / vision tasks
Route to multimodal engine (Gemini / Vision)
content_type = image
🔁
Low confidence output
Trigger second-model verification
confidence < threshold
⚠️
False positive or refusal
Trigger fallback route automatically
status = false_positive | refusal
💰
Cost spike detected
Downgrade to cheaper equivalent engine
cost > budget_threshold
📋
Insufficient proof
Block output — route to review / no-answer
proof_status = missing | weak
🧠
Analogy task detected
Route to highest alignment_proxy_score model (not assumed largest)
analogy_required = true
🪤
Surface similarity trap
Trigger repair/retest — do not pass surface match as analogy
surface_similarity_trap_avoided = false
🔬
Low analogy confidence
Trigger verifier when alignment_proxy_score < 0.65
alignment_proxy_score < 0.65
Recent Decision Traces
Demo data — showing example engine decisions. Your real traces will appear here once you have activity.
| Task | Engine selected | Reason | Fallback | Verifier | Proof | Confidence | Cost | Outcome |
|---|---|---|---|---|---|---|---|---|
| Contract clause review | Claude / Anthropic | High-risk legal domain — premium engine required | No | Yes | PASS | 72% → 94% | $0.004 | Delivered |
| Meeting transcription | Audio / Transcription Engine | Audio task — specialist engine selected | No | No | N/A | — → — | $0.001 | Delivered |
| AI output safety scan | Proof Engine | Safety scan — internal proof engine | No | Yes | PASS | 81% → 99% | $0.000 | Clean |
| Medical claim detected | Claude / Anthropic | Medical domain — review required | No | Yes | REVIEW | 65% → 65% | $0.003 | Blocked → Review |