Platform Overview

The sovereign intelligence
platform, end to end

FowyldAI is not a wrapper around an API. It is a complete intelligence engine — reasoning core, persistent memory, governance layer, and admin console — all designed to run on your infrastructure.

Core Engine

Crown Engine

The reasoning core of FowyldAI. A multi-model orchestration engine that classifies incoming requests, routes them to the optimal local model, and applies confidence-gated cascade escalation when quality thresholds aren't met.

✓ Intelligent task classification with automatic model selection
✓ Multi-dimensional quality scoring for response validation
✓ Automatic escalation from lighter to more capable models when needed
✓ GPU/CPU auto-switching based on hardware availability
✓ Broad model format support including popular open-source formats
Incoming Request
↓
Task Classifier
↓
Light (1B)
Medium (7B)
Heavy (13B+)
↓
Confidence Scorer
↓
Response (or Escalate)
Persistence

Institutional Memory

Unlike cloud AI that forgets everything between sessions, FowyldAI maintains a persistent knowledge store that grows with your organization. Every interaction builds institutional intelligence.

✓ Durable timeline persistence
✓ Cross-session knowledge continuity
✓ Full audit trail with timestamp provenance
✓ Configurable retention policies
✓ Semantic search across stored knowledge
Session 1
Session 2
Session N
↓
Persistent Timeline Store
↓
Knowledge Graph
Semantic Index
↓
Organizational Intelligence
Governance

Admin Console

A full enterprise governance dashboard. Monitor every inference, manage model deployments, enforce content policies, and audit decisions — all through a dedicated interface on port 8401.

✓ Real-time inference monitoring
✓ Model management and hot-swapping
✓ Content policy enforcement
✓ Circuit-breaker health monitoring
✓ Complete decision audit log
Admin Console
↓
Models
Policies
Audit
↓
Health
Metrics
Alerts
↓
Crown Engine
Integration

Gateway & MCP

The secure API gateway and Model Context Protocol server. Connect external tools, expose capabilities to AI frameworks, and optionally reach out to cloud providers when local models need augmentation.

✓ MCP-compliant tool server
✓ Optional "Phone-a-Friend" cloud augmentation
✓ Connector SDK for custom integrations
✓ Rate limiting and request validation
✓ Enterprise identity integration (via Tallawah)
VS Code
CLI
SDK
API
↓
MCP Gateway
↓
Crown Engine
↓ (optional)
Cloud Provider A
Cloud Provider B
Cloud Provider C
Capabilities

Everything the engine can do

A comprehensive intelligence platform covering reasoning, language, vision, speech, search, and governance.

AI
Deep Reasoning
Complex problem solving with multi-step analysis, structured output, and confidence-gated escalation.
NL
Natural Language
Intent classification, summarization, translation, and nuanced text understanding.
CV
Vision & Image
Document processing, diagram analysis, OCR, and visual reasoning from images.
SP
Speech Processing
Voice input, transcription, audio analysis, and meeting intelligence.
SR
Search & Embeddings
Semantic search, vector embeddings, and knowledge retrieval across your data.
GV
Safety & Guardrails
Content filtering, input validation, and policy enforcement built into every request.
TL
Tool-Using Agents
MCP-powered tool use, function calling, and multi-step agentic workflows.
AN
Auto-Tuning
Adapts to your usage patterns over time. Local self-improvement without cloud fine-tuning.
☁️
Cloud Augmentation
Optional "Phone-a-Friend" to OpenAI, Anthropic, or Azure when you need it.

Ready to deploy?

See pricing for solo developers through enterprise deployments.

View Pricing Read the Docs