The Coherence Engine

Memory. Intelligence. Coherence.

Trident is a shared intelligence layer for multi-agent systems. Connect any AI system—coding assistants, trade engines, CRM bots, autonomous services—to persistent memory, Bayesian belief sharing, and structural coherence verification via REST API or MCP.

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Dual Access

REST API + MCP. One Intelligence Layer.

Connect any system to shared intelligence. REST for services running 24/7. MCP for interactive AI sessions. Both access the same knowledge pool.

REST APIServices, backends, automation

# Store a memory
curl -X POST https://trident.cetaceanlabs.com/v1/memories \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"content": "Q3 revenue target revised to $4.2M",
       "tags": ["finance", "targets"]}'

# Reasoning endpoint
curl -X POST https://trident.cetaceanlabs.com/v1/reason \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"query": "Is the Q3 target consistent with
       current pipeline velocity?"}'

MCP SSEClaude Code, Cowork, AI assistants

{
  "mcpServers": {
    "trident": {
      "command": "npx",
      "args": ["-y", "@anthropic/trident-mcp"],
      "env": {
        "TRIDENT_API_KEY": "your-api-key",
        "TRIDENT_ENDPOINT": "https://trident.cetaceanlabs.com"
      }
    }
  }
}

One Knowledge Pool. Every System.

A trade engine writing memories via REST at 3am and a developer querying via Claude Code at 9am share the same intelligence. CRM bots, coding assistants, Slack integrations, and autonomous services all read from and write to a single tenant-isolated knowledge pool. Intelligence compounds across every connected system.

PostgreSQL-backed persistence

Tenant-isolated by default

Full-text search across all memories

Reasoning

Coherence Engine for Any Client

POST /v1/reason gives every REST client access to Trident's coherence engine. Decision-making, verification, and learning for autonomous services running around the clock.

Coherence Verification

Ask Trident whether a claim, decision, or data point is structurally consistent with existing knowledge. Get witness proofs, not confidence scores.

Cross-System Reasoning

A trade engine can verify that a position is consistent with risk models stored by a compliance agent. CRM bots can check customer insights against support history.

Continuous Learning

Every reasoning call feeds back into the SONA learning loop. The engine gets smarter with each interaction, whether it comes from REST or MCP.

POST /v1/reason response

{
  "coherent": true,
  "confidence": 0.94,
  "witness": {
    "sections": 3,
    "energy": 0.028,
    "proof": "sheaf_47b_verified"
  },
  "reasoning": "Q3 target of $4.2M is
    consistent with current pipeline
    velocity ($1.6M/mo) and historical
    close rates (31%). Within 1 SD of
    projected range.",
  "related_memories": [
    "mem_a8f2: Pipeline velocity trend",
    "mem_c4d1: Q2 close rate analysis"
  ],
  "learning": {
    "updated": true,
    "beliefs_affected": 2
  }
}

Client Management

One Integration, One Key

Each connected system gets its own Client ID and API Key. Rotate or revoke individually without disrupting other integrations.

REST

Backend services, trade engines, CRM automation

MCP

Claude Code, Cowork, AI coding assistants

Bot

Slack, Teams, Discord integrations

Zapier

No-code workflow automation

Client ID (public) + API Key (secret)

Each client has a unique public Client ID for identification and a secret API Key for authentication. Rotate keys instantly without downtime. Revoke compromised clients without affecting the rest of your fleet.

Instant rotation

MCP Tools

REST + MCP

Dual Access

<1µs

Residual Calc

<10ms

10K Node Energy

128d

Embeddings

24/7

Learning

Built for your team

See Trident through your lens

The same engine, told from four different angles. Pick the one that fits.

For Engineering

Your Claude Code sessions forget everything.

Persistent memory across every AI tool. 5-minute setup via MCP.

Every new conversation starts from zero context
Engineers re-solve the same problems across sessions
RAG is brittle; fine-tuning is slow and expensive
Drop it in. Remember everything.

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AI platform team collaborating at screens

Why Trident

From Probability to Proof

Traditional AI systems guess. Trident proves. Structural coherence replaces probabilistic confidence.

Without

Probabilistic Confidence

With Trident

Structural Coherence Witnesses

Replace "I'm 87% sure" with mathematical proof that claims are structurally consistent.

Without

Silent Failures

With Trident

Structural Drift Detection

Spectral analysis catches when agent beliefs diverge before they cause downstream errors.

Coherence Gate — Compute Ladder

Every request is routed to the cheapest lane that can satisfy its coherence requirements.

Reflex

<1ms

Cached responses, lookup tables

Retrieval

<50ms

Vector search, belief queries

Heavy

<2s

LLM inference, FANN computation

Human

Async

Escalation, approval gates

Observability

Live Dashboard

Real-time visibility into memory, coherence, and intelligence across your entire agent fleet.

Memories

1,847

Coherence Energy

0.042

Witnesses Today

312

Meta Status

Learning

Coherence Feed