Multi-Model Orchestration Engine
MCP-driven task decomposition → model routing → debate resolution → execution pipeline
Active Models (max 6):
LAYERED ORCHESTRATION ARCHITECTURE
Layer 7 · Generative UI (Thesys)
Adaptive Dashboard
Responsive UI
Live Visualizer
Layer 6 · Orchestration (MCP Protocol)
Task Router
Debate Engine
Consensus Verifier
Load Balancer
Layer 5 · Multi-Model Inference
DeepSeek V4
1T params · Open weights
Llama 4 Scout
10M ctx · Meta
Mistral 3
675B MoE · 41B active
GPT-OSS 120B
Open weights · OAI
Layer 4 · Reasoning Verification (Rubric AI)
Logic Check
Hallucination Guard
Chain-of-Thought
Score & Rank
Layer 3 · Agent Memory & State (ByteRover + compresr)
ByteRover .brv
92.2% retrieval accuracy
compresr
Context compression
Context Tree
State Machine
Layer 2 · Execution (Notte + Zatanna)
Browser Agent (Notte)
API Bridge (Zatanna)
Code Executor
Agent Commerce (Sapiom)
Layer 1 · Security & Compliance (ClawSecure)
ClawSecure
Zero-Trust IAM
EU AI Act
Goodfire Interpretability
MODEL RESPONSES
Awaiting orchestration...
Select models and launch orchestration to see responses
ORCHESTRATION LOG
AIOS-X initialized. Multi-provider BYOK system ready.
Vault: Configure API keys for OpenAI, Claude, Gemini, Grok, Ollama, or Llama 4
Demo mode active: 3 free requests available. Add API keys for unlimited use.
Multi-Model Debate Arena
Deterministic adversarial debate between models → consensus synthesis → Rubric AI verification
Best agentic memory architecture: ByteRover vs MuleRun
MCP vs custom API orchestration protocols
Open-source vs proprietary model selection for enterprise
JEPA world models vs transformer scaling
Vertical AI specialization vs general-purpose agents
DS
DeepSeek V4
1T params · Open weights · Rivals GPT-5.4
-
Awaiting debate start...
-% confidence
0 citations
0 tokens
L4
Llama 4 Scout
10M ctx window · Meta AI
-
Awaiting debate start...
-% confidence
0 citations
0 tokens
M3
Mistral 3
675B MoE · 41B active · Half compute
-
Awaiting debate start...
-% confidence
0 citations
0 tokens
GO
GPT-OSS 120B
Open weights · First since GPT-2
-
Awaiting debate start...
-% confidence
0 citations
0 tokens
RUBRIC AI · Reasoning Verification Engine
Idle
Logic Coherence
0%
Factual Grounding
0%
Hallucination Risk
0%
Consensus Strength
0%
SYNTHESIZED CONSENSUS
Run a debate to generate consensus output...
DEBATE TIMELINE
No debate rounds yet. Start a debate to see the timeline.
Agent Memory & State Layer
ByteRover .brv context-tree · compresr token compression · persistent state machine
0
Memory Nodes
0%
Compression Ratio
92.2%
Retrieval Accuracy
0s
State Age
0
Context Tokens
0
.brv Files
ByteRover Context Tree
Memory tree is empty. Seed or run orchestration to populate.
Write to Memory
compresr · Context Compression
Original: - tokens → Compressed: - tokens (-% saved)
Vector Retrieval · RAG Query
Query results will appear here...
Execution Pipeline
Notte browser agents · Zatanna API bridge · Sapiom commerce · multi-step task runner
PIPELINE BUILDER
REAL-TIME EXECUTION VISUALIZER
ACTIVE AGENTS
Notte Browser Agent
Managed browser · Web scraping · UI automation
IDLE
Zatanna API Bridge
Legacy API bridge · Universal connector
IDLE
Sapiom Commerce
Agent payments · Autonomous transactions
IDLE
Orthogonal Marketplace
Agent API marketplace · Service discovery
IDLE
ByteRover Memory
File-based state · 92.2% retrieval accuracy
RUNNING
Rubric AI Verifier
Reasoning verification · Anti-hallucination
IDLE
EXECUTION LOG
Execution layer ready. Build a pipeline and click Execute.
Market Intelligence Dashboard
March 2026 AI funding landscape · vertical opportunities · strategic white spaces
$189B
March 2026 VC Funding
Global record — all-time high
↑ Record
90%
AI Share of VC
$170B of $189B to AI
↑ Dominant
$650B
Hyperscaler CapEx 2026
Big Tech infrastructure
↑ Accelerating
40+
New AI Unicorns Q1
Fastest pace ever
↑ Explosive
Top Funding Rounds (March 2026)
Macro Theme Distribution
Open-Source Model Benchmarks
VERTICAL AI · "Harvey for X" MATRIX
HYBRIDIZATION CANDIDATES · Strategic Combinations
WHITE SPACE OPPORTUNITIES
HIGH PRIORITY
Agent Orchestration Middleware
Coordinates multiple agents, manages state, handles conflict resolution, provides observability. Currently underfunded relative to importance.
HIGH PRIORITY
AI Governance & Audit (EU AI Act)
Full applicability August 2, 2026. Demand for interpretability, compliance tooling, audit trails, and risk classification systems.
MEDIUM PRIORITY
MCP Security Gateway
As MCP becomes the standard integration protocol, security risks are emerging. Need for MCP Gateways with authentication, rate-limiting, and audit.
MEDIUM PRIORITY
Open-Source Arbitrage Infrastructure
DeepSeek V4, Llama 4 Scout, GPT-OSS 120B enable sovereign agent deployment. Need tooling to manage, fine-tune, and deploy at scale.
Security, Compliance & Interpretability
ClawSecure · Zero-trust IAM · Goodfire interpretability · EU AI Act readiness
CLAWSECURE · AGENT THREAT MONITOR
Prompt Injection
MONITORED
0 detected
Chain Hijacking
MONITORED
0 detected
Data Exfiltration
MONITORED
0 detected
MCP Spoofing
MONITORED
0 detected
Memory Poisoning
MONITORED
0 detected
Rogue Agent
MONITORED
0 detected
GOODFIRE · MECHANISTIC INTERPRETABILITY
Select a model and concept to visualize internal feature activations
EU AI ACT · COMPLIANCE READINESS
⏰ Full Applicability Deadline
August 2, 2026
Calculating...
SECURITY LOG
ClawSecure initialized. All vectors monitored.
Zero-trust IAM active. All agent identities verified.