CAIN-42 CAIN StudioThe CAIN-42 ecosystem
Everything in CAIN-42
Every CAIN-42 product, service, console feature and moat on one page: 175 in all, 95 you can use today and 72 in development. Pick what you want your AI agents to do safely, then open a product to learn more. For the evidence behind each one, see the evidence library.
Last reviewed 2026-10-01
Start here · Stop risky actions · See what your agents do · Inside your free account · Secure tools & MCP servers · Protect identities, keys & data · Test & grade your AI · Prove it to anyone · For developers · For large organisations · How it works · Coming next · Hosted services
Start here (5)
New to CAIN-42? Try it in two minutes, no card needed.
| Product | What it does | Status |
|---|---|---|
| Agent trust sandbox | Try CAIN on a pretend agent in your browser, no account needed. | Live |
| AI quickstart | Paste one block into your coding agent and it sets CAIN up for you. | Live |
| CAIN Studio Managed Cloud Subscriptions (Developer & Enterprise SaaS) | CAIN Studio in the cloud: a free tier, then plans that grow with you. | Available |
| Live demo: decide, enforce, prove | Watch CAIN decide, enforce and prove one real action, end to end. | Live |
| Playground | Send a real action and watch CAIN decide it, stage by stage. | Live |
Stop risky actions (10)
Make AI agents ask before they delete, pay, email or run anything dangerous.
| Product | What it does | Status |
|---|---|---|
| Approvals | Risky actions wait here for a human yes or no. | Live |
| CAIN Agent Security | Catches made-up facts, unverified actions and agent-to-agent tricks before they cause damage. | Live |
| CAIN Budget | Spending limits for agents, so a runaway loop cannot burn your money. | Live |
| CAIN Control | The rulebook: decides allow, hold for approval, or block for every action an agent proposes. | Live |
| CAIN Governance | Write the rules your agents must follow, in plain terms, and enforce them everywhere. | Live |
| CAIN Impact | Predicts what an action could break before it is allowed to run. | Live |
| Kill switch | One click stops every agent at once. | Live |
| Prompt-injection inspection | Screens what an agent reads for hidden instructions planted by an attacker. | Live |
| Tools & rules | Your own rules: always block this, always ask about that, always allow the rest. | Live |
| TrustLedger | Keeps a trust score per agent and checks it before every action. | Live |
See what your agents do (9)
Every action, every decision, replayed and searchable.
| Product | What it does | Status |
|---|---|---|
| CAIN Drift | Warns you when an agent, model, tool or policy quietly changes. | Live |
| CAIN Observability | A live window into what every agent is doing and why each action was allowed or stopped. | Live |
| CAIN Plans | Checks an agent's plan before it starts, then holds it to that plan. | Live |
| CAIN Resilience | Shows how CAIN keeps working when parts of it fail. | Live |
| CAIN Sentinel | Always-on watchdog that detects trouble and contains it automatically. | Live |
| CAIN Trace | A tamper-evident record of every step an agent took, in order. | Live |
| CAIN Trajectory | Spots when an agent's chain of actions drifts somewhere it should not go, even in small steps. | Live |
| Hubgate | One overview across all the MCPGate tools. | Live |
| MCPWatch | Health and metrics for all your MCP servers in one place. | Live |
Inside your free account (12)
What you get the moment you sign up.
| Product | What it does | Status |
|---|---|---|
| Agents | Register agents, give each its own key, and see how far each is trusted. | Live |
| API keys | Your API key and a copy-paste quickstart. | Live |
| Consensus cluster | See the consensus cluster that signs your decisions, checked in your browser. | Live |
| Evaluation | Shows which plan your real usage fits. | Live |
| Live decisions | Watch decisions arrive live as your agents work. | Live |
| Overview | Your dashboard: how many actions were allowed, held or blocked. | Live |
| Plan & billing | Your plan, usage and upgrades. | Live |
| Policy lab | Test a stricter rule on your real history before you turn it on. | Live |
| Settings | Choose enforce mode or watch-only mode, and manage your account. | Live |
| Team | Invite teammates with the right role each. | Live |
| Traces | Replay any agent run step by step. | Live |
| Webhooks | Get a signed message the moment something is blocked or held. | Live |
Secure tools & MCP servers (10)
Check, pin and gate the tools your agents can reach.
| Product | What it does | Status |
|---|---|---|
| CAIN Skills | A catalog of the skills your agents may use, each one reviewed and governed. | Live |
| Chat | Chat with the MCPGate tools from your browser. | Live |
| DriftGuard | Pins your MCP tool definitions and alerts you if one is silently changed. | Live |
| Flowgate | Checks an agent pipeline for loops and bad ordering before it runs. | Live |
| MCP Protocol Explorer | Browse and call MCP tools interactively to see how they behave. | Live |
| MCP Security Scanner | Scans MCP tools for hidden instructions, leaked keys and dangerous parameters. | Live |
| MCPGate | The gate in front of your tools: an agent touches a tool only when CAIN says yes. | Live |
| MCPiverse | Turns any API description into a signed MCP server your agents can use. | Live |
| MeshRouter | Routes each agent request to the right service, with rate limits and circuit breakers. | Live |
| ToolWarden | Runs MCP tools in a sandbox with size limits and injection screening. | Live |
Protect identities, keys & data (6)
Who the agent is, what it may touch, and what it must never leak.
| Product | What it does | Status |
|---|---|---|
| CAIN Context | Controls what information an agent sees before it decides. | Live |
| CAIN Identity | Gives every agent and person a verifiable identity, so CAIN always knows who is acting. | Live |
| CAIN Memory | Long-term memory for agents that cannot be poisoned or quietly rewritten. | Live |
| CAIN Private | A private space for your agents with governed memory, tools and MCP connections. | Live |
| Credential broker | Agents use your API keys without ever seeing them, so a hijacked agent cannot steal them. | Live |
| LeakGuard | Stops passwords, keys and personal data from leaving in text sent to an AI tool. | Live |
Test & grade your AI (8)
Score agents, attack them safely, check AI-written code and answers.
| Product | What it does | Status |
|---|---|---|
| Agent discovery & red team | Finds the agents in your code and attacks your own rules, before someone else does. | Live |
| AgentScore | A plain-English safety scorecard for an agent, plus a real jailbreak test, no code needed. | Live |
| CAIN Eval | Benchmarks your agents so you can compare versions before you ship them. | Live |
| Citegate | Checks that an AI answer actually cites real, complete sources. | Live |
| Fairgate | Measures whether an AI system treats groups of people unfairly. | Live |
| Liftgate | Tells you whether an AI experiment's improvement is real or just luck. | Live |
| ProbeGate | Attacks your own MCP endpoints with known jailbreaks to see what gets through. | Live |
| Verifygate | Grades AI-written code honestly: proved, tested, checked, or unknown. | Live |
Prove it to anyone (9)
Signed records your auditor, regulator or customer can check without trusting us.
| Product | What it does | Status |
|---|---|---|
| CAIN Compliance | Keeps a running check of your agents against the EU AI Act, NIST AI RMF and ISO 42001. | Live |
| CAIN Proof | Turns every decision into a signed receipt anyone can check. | Live |
| Decision signing key | The public key that lets anyone check a CAIN decision was really signed by CAIN. | Live |
| Enterprise Trust Center | Security, privacy and policy answers for your procurement team. | Live |
| EU AI Act Pre-Conformity Portal | Work through EU AI Act readiness for your AI system, step by step. | Live |
| Offline verifiers | Small standalone programs that check CAIN's evidence on your own machine, without trusting our sites. | Live |
| QuorumSeal | A signed, versioned audit trail of group decisions and votes. | Live |
| Verification Lab | Hands-on labs for checking CAIN evidence yourself. | Live |
| Verify CAIN-42 | Check CAIN-42's own claims yourself, in your browser. | Live |
For developers (7)
SDKs, CLI, MCP server, APIs and offline verifiers.
| Product | What it does | Status |
|---|---|---|
| CAIN MCP server | Plug CAIN into Claude, Cursor or any MCP client with one command. | Live |
| cainstudio CLI | Decide, explain and approve actions from your terminal. | Live |
| cainstudio Python SDK | Add one line to your Python agent and every risky action is checked first. | Live |
| Decision API | One HTTP call: send the action, get allow / hold / block and a signed record. | Live |
| Framework integrations | Works with LangChain, CrewAI, AutoGen, OpenAI Agents, MCP, Claude Code and Cursor. | Live |
| Hosted service catalog | Every hosted service you can call with one key. | Live |
| TypeScript SDK | Guard agent actions from Node.js and TypeScript. | Live |
For large organisations (15)
Compliance, private deployment, SIEM and advisory.
| Product | What it does | Status |
|---|---|---|
| Actuarial Cyber Insurance Underwriting Protocol | A protocol for scoring AI-agent risk the way insurers score cyber risk (prototype, no insurer yet). | Live |
| Continuous Regulatory Compliance-as-a-Service (EU AI Act & ISO 42001) | Ongoing EU AI Act and ISO 42001 evidence, delivered as a service. | Available |
| MCPGate Sovereign Enterprise Appliance (Air-Gapped Kubernetes) | MCPGate as a private appliance for your own Kubernetes or air-gapped network. | Available |
| Self-hosted CAIN | Run CAIN inside your own network, next to your agents. | Live |
| SIEM, chat & alert forwarding | Sends every block and hold to Sentinel, Datadog, Slack or Teams, signed. | Live |
| Single sign-on & SCIM | Sign in with your company login (Okta, Entra, Google) and keep users in sync automatically. | Live |
| UsageLedger | Usage metering, tiered pricing and invoices for AI services. | Live |
| Autonomous Swarm Fleet Quarantine & Emergency Kill-Switch SLAs | Stop a whole fleet of agents at once, with an agreed response time. | Enterprise · ask us |
| Confidential Computing Hardware Enclave Remote Attestation Notary | Prove an agent ran inside trusted hardware (planned; no hardware enclave behind it yet). | Enterprise · ask us |
| Enterprise SIEM & SOC Connectors | Connectors that feed CAIN events into your security operations center. | Enterprise · ask us |
| Governed Agent Memory & Vector Sanitization Service | Cleans agent memory and vector stores of planted instructions, as a service. | Enterprise · ask us |
| Guarded Action Utility Metering (Consumption Overages) | Pay per checked action once you outgrow your plan. | Enterprise · ask us |
| Inter-Enterprise Trajectory Passport Clearinghouse (The "Visa/Mastercard of AI Trust") | Lets two companies' agents trust each other through shared, signed passports (planned). | Enterprise · ask us |
| Strategic Sovereign AI Defense Advisory & Turnkey Implementations | Hands-on help to deploy CAIN in sensitive or air-gapped environments. | Enterprise · ask us |
| Vertical Rego Policy & Threat Intelligence Marketplace | Ready-made rule packs for finance, healthcare and government. | Enterprise · ask us |
How it works (12)
The 7 moats, the live consensus cluster and the research lab.
| Product | What it does | Status |
|---|---|---|
| Architecture | How the pieces fit together, drawn out. | Live |
| CAIN-42 Frontier Lab | Where new agent-safety research is tested in the open. | Live |
| CAIN-42 now: current technical state | The current technical state of CAIN-42, read from live sources. | Live |
| Changelog | Everything that shipped, newest first. | Live |
| Live consensus cluster | The live 4-region cluster that signs every decision, watched in real time. | Live |
| Moat 1: Trust State | Works out, from evidence alone, how much each agent can be trusted right now. | Built in |
| Moat 2: Security-Context Continuity | Makes sure who-is-acting and what-they-may-do survive every hop between systems. | Built in |
| Moat 3: Trust Graph | Maps how every agent, person, tool and resource is connected. | Built in |
| Moat 4: Execution Provenance & Attestation | Proves what actually ran, under whose authority, and what it changed. | Built in |
| Moat 5: Predictive Trust & Blast Radius | Predicts what an action could reach before it is allowed. | Built in |
| Moat 6: Adversarial Trust Engine | Attacks CAIN's own guarantees nonstop to find weaknesses first. | Built in |
| Moat 7: Autonomous Trust Control Loop | Learns from verified outcomes and adjusts future trust automatically. | Built in |
Coming next (72)
Product lines in development. Tested code, not yet sold or hosted.
| Product | What it does | Status |
|---|---|---|
| CAIN Agent Builder | Build new agents with governance designed in from the start. | In development |
| CAIN Agent Conformance | Check an agent against a published conformance standard. | In development |
| CAIN Agent Evaluation | Deep evaluation of agents before they are trusted with real work. | In development |
| CAIN Agent Factory | Produce many governed agents from one approved template. | In development |
| CAIN Agent Hosting | Host your agents on CAIN, governed by default. | In development |
| CAIN Agent Lab | A safe lab to try agent ideas before they touch anything real. | In development |
| CAIN Agent Labor | Rules for agents doing paid work: who did what, and who gets credit. | In development |
| CAIN Agent Marketplace | Find and hire governed agents built by others. | In development |
| CAIN Agent Organization | Teams of agents with roles, a constitution and recorded decisions. | In development |
| CAIN Agent Passport | A signed passport that says who an agent is and what it may do. | In development |
| CAIN Agent Procurement | Let agents buy things for you, within limits you set. | In development |
| CAIN Agent Red Team | Agents that attack your agents, so you find weaknesses first. | In development |
| CAIN Agent Runtime | A runtime where every agent action passes through CAIN. | In development |
| CAIN Agent Store | A store of reviewed, governed agents. | In development |
| CAIN Autonomous DevOps | Let agents run deployments, with every change checked and reversible. | In development |
| CAIN Compute Governance | Limits on how much compute an agent may use, and for what. | In development |
| CAIN Conformance | Conformance testing for any system that claims to govern agents. | In development |
| CAIN Dispute | Settle disagreements between agents or companies using signed evidence. | In development |
| CAIN Economy Simulator | Simulate many agents trading, to find failures before they happen. | In development |
| CAIN Edge | CAIN decisions on devices at the edge, close to where agents act. | In development |
| CAIN Enterprise | One package of CAIN for a whole organisation. | In development |
| CAIN Enterprise Agent Factory | Agent factory with company approvals built in. | In development |
| CAIN Enterprise Verification | Independent checking of an enterprise's whole agent estate. | In development |
| CAIN Evolution | Lets CAIN improve its own rules, only with signed approval. | In development |
| CAIN Execution Conformance | Proves an action ran exactly the way it was approved. | In development |
| CAIN Execution Mesh | A network of governed places where agent actions run. | In development |
| CAIN Execution Observatory | One view of every agent action across many systems. | In development |
| CAIN Execution Proof | Proof of what an action actually did, not just what was asked. | In development |
| CAIN Federation | Separate CAIN deployments that trust each other's decisions. | In development |
| CAIN Gateway | A packaged CAIN gateway for any network. | In development |
| CAIN Governability Index | A score for how governable an AI system is. | In development |
| CAIN Governance API | One API for every governance question about an agent. | In development |
| CAIN Governance Audit | Audit an organisation's agent governance end to end. | In development |
| CAIN Governance BOM | A bill of materials listing every model, tool and rule an agent depends on. | In development |
| CAIN Governance Certificates | Signed certificates that an agent passed defined checks. | In development |
| CAIN Governance Cloud | Governance as a managed cloud service. | In development |
| CAIN Governance Evidence Cloud | Long-term storage for signed governance evidence. | In development |
| CAIN Governance Gateway | A gateway that applies governance to any agent traffic. | In development |
| CAIN Governance Proof | Proof that governance was applied, not just configured. | In development |
| CAIN Governance Receipts | A receipt for every governed action. | In development |
| CAIN Governance SDK | Libraries for building governance into your own products. | In development |
| CAIN Governance Sidecar | A sidecar container that governs an agent without code changes. | In development |
| CAIN Governance Warranty | A written commitment backed by evidence that governance held. | In development |
| CAIN Intelligence | Insights across all your agents' governance data. | In development |
| CAIN Machine Contracts | Contracts that agents can make and keep, with evidence. | In development |
| CAIN Machine Economy | Rules for agents that pay and get paid. | In development |
| CAIN Machine Organizations | Organisations made of agents, governed like companies. | In development |
| CAIN Machine Reputation | Reputation for agents, earned from signed history. | In development |
| CAIN Marketplace | A marketplace for governed agent services. | In development |
| CAIN Mission Compiler | Turn a goal into a checked plan an agent must follow. | In development |
| CAIN Mission Digital Twin | Rehearse a mission in simulation before agents do it for real. | In development |
| CAIN Mobility | Governance for agents that drive, fly or move things. | In development |
| CAIN Passport | Passports that let agents carry trust from one system to another. | In development |
| CAIN Policy Compiler | Write a rule in plain terms and get an enforceable policy. | In development |
| CAIN Procurement Intelligence | Helps buyers compare agent vendors on evidence. | In development |
| CAIN Proof API | An API to fetch and check proofs. | In development |
| CAIN Proof Exchange | Swap proofs between companies in a standard format. | In development |
| CAIN Proof Market | A market where verified proofs have value. | In development |
| CAIN Recovery | Undo and recover safely after an agent mistake. | In development |
| CAIN Red Team | Continuous red-teaming of your whole agent setup. | In development |
| CAIN Research | Open research on governing autonomous AI. | In development |
| CAIN Runtime Passport | A passport issued at runtime for each agent session. | In development |
| CAIN Service Exchange | Agents offering and buying services from each other, governed. | In development |
| CAIN Service Intelligence | Insight into which agent services are worth trusting. | In development |
| CAIN Simulator | Simulate agents and rules together to see what would happen. | In development |
| CAIN Studio | The next generation of CAIN Studio. | In development |
| CAIN Threat Intelligence | Shared intelligence on attacks against AI agents. | In development |
| CAIN Transactions | Governed transactions between agents. | In development |
| CAIN Trust Network | A network of organisations that trust each other's agents. | In development |
| CAIN Verify | One-click verification of any CAIN evidence. | In development |
| ClawX | The next CLAWX: proof and onboarding for agent builders. | In development |
| MCPGate | The next MCPGate: a packaged enforcement gate. | In development |
Hosted services (104)
Every service you can call with one API key. Each has its own page with its endpoint and plan.
| Service | What it does | Domain | Plan |
|---|---|---|---|
| a2a-guard | One namespace for every principal in the loop -- agents, humans, and services. | Identity | Full |
| action-firewall | Formal proof that a planned action sequence cannot violate the tenant's constraints -- before it runs. | ActionProof | Full |
| actionproof | Formal proof that a planned action sequence cannot violate the tenant's constraints -- before it runs. | ActionProof | Full |
| adversarial-fuzzer | Real generational prompt-mutation red-teaming against an HTTP model endpoint you supply. Targets are restricted to public addresses (no probing internal infrastructure); scoring is a documented refusal-phrase heuristic, not a verified jailbreak oracle. | Security | Full |
| agent-debugger | Agent behavior monitoring and trace inspection. | Evidence | Starter |
| agent-id | Signed, short-lived agent-identity delegation tokens -- who authorized which agent to do what, verifiable without a round trip. Matches the OAuth2.1/SPIFFE-shaped candidate standards NIST's NCCoE named for agent identity in Feb 2026. | Identity | Starter |
| agent-marketplace | Agent discovery, publishing, and compliance review. | Commerce & distribution | Full |
| arbitrage | Real-time market arbitrage detection. | Industry applications | Full |
| attestation | A durable record of what was decided and what happened, retrievable after the fact. | Evidence | Full |
| autonomous-task-engine | Multi-step task orchestration with retries. | Reasoning, planning & orchestration | Full |
| bias-detector | Statistical bias and fairness auditing. | Risk | Starter |
| blizzard-governance | Weighted voting with pre-commit outcome preview, live regulatory compliance checks on proposals, and a signed audit trail. | Governance | Starter |
| cainaccounts | One namespace for every principal in the loop -- agents, humans, and services. | Identity | Full |
| cainbench | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| cainbudget | Whether this principal may take this action, now, within this budget. | Authorization | Full |
| caindrift | Detect meaningful changes in agents, models, tools, policies, and compliance state before drift becomes an incident. Creates baselines, observes current state, compares against baseline, detects drift, classifies severity, and preserves evidence. Statistical methods include PSI, Jensen-Shannon, KS test, chi-square, and mean/variance shift. Integrates with CAIN Evidence, Observability, and Compliance. Does NOT invent baselines -- caller supplies observed state and configuration. | Risk | Full |
| caingovern | The rules an action has to satisfy, authored per tenant and evaluated per call. | Policy | Full |
| caingrid | Domain products built on the same platform: finance, energy, logistics, credit. | Industry applications | Full |
| cainloan | Domain products built on the same platform: finance, energy, logistics, credit. | Industry applications | Full |
| cainpay | Whether this principal may take this action, now, within this budget. | Authorization | Full |
| cainroute | Domain products built on the same platform: finance, energy, logistics, credit. | Industry applications | Full |
| cainschema | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| cainwitness | A durable record of what was decided and what happened, retrievable after the fact. | Evidence | Full |
| causal-intelligence | Root-cause and downstream-effect analysis for CAIN-governed decisions. Identifies originating decision, policy conditions, and authority conditions that contributed to an observed outcome. Does NOT claim causal certainty from correlation alone -- explicitly labels correlation vs causation and discloses confidence levels. | Reasoning, planning & orchestration | Full |
| causal-network | Causal inference, search, physical/scene reasoning, and multi-step execution. | Reasoning, planning & orchestration | Full |
| compliance-engine | Automated compliance checks (EU AI Act, SOX, HIPAA). | Policy | Starter |
| contamination-scanner | How dangerous this input, output, agent, or fleet looks right now. | Risk | Full |
| content-provenance | Signed AI-generated-content disclosure manifests for EU AI Act Article 50 transparency. Issues and verifies labels; does not claim to detect unlabeled AI-generated content -- that isn't a reliable capability. | Evidence | Starter |
| context-health | How dangerous this input, output, agent, or fleet looks right now. | Risk | Full |
| counterfactual-intelligence | Deterministic what-if analysis for CAIN-governed decisions. Reconstructs observed causal chains from real evidence records, applies counterfactual interventions (decision change, action removal, identity change, policy version change), and computes predicted alternative outcomes with risk/impact deltas. Simulation-only: would_execute is always False. Evidence-based: requires original decision_id or evidence_id for chain reconstruction. Does NOT execute real actions, make MCP calls, or mutate state. | Reasoning, planning & orchestration | Full |
| crucible | Deployment gate: scores a model's predictions against knowledge-graph ground truth you've recorded and runs a labeled sample through bias-detector's fairness math. Requires you to supply the ground-truth entities and labeled records -- there is no ambient benchmark it invents on your behalf. | Verification | Full |
| decision-intelligence | Complete causal decision intelligence, post-decision evaluation, outcome verification, and lessons learned analysis for CAIN-governed decisions. | Evidence | Full |
| derivation-copilot | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| echoworkforce | Causal inference, search, physical/scene reasoning, and multi-step execution. | Reasoning, planning & orchestration | Full |
| edge-optimizer | Edge deployment optimization. | Model & ML infrastructure | Full |
| experimentation-notebook | Statistical A/B test analysis for AI experiments. | Platform operations | Full |
| feedback-engine | Validates production-failure reports (rejects empty prompts, identical actual/expected pairs, and exact duplicates) into a real queryable training corpus, with list, stats, and NDJSON export endpoints. | Platform operations | Full |
| guardian-scorecard | Deterministic self-assessment against Gartner's Guardian Agent capabilities (visibility, continuous assurance, runtime enforcement) -- a real score and gap list from your own answers, not a model guess. | Governance | Starter |
| hallucination-firewall | How dangerous this input, output, agent, or fleet looks right now. | Risk | Full |
| human-in-loop | Human review and escalation queue for agent decisions. | Authorization | Full |
| knowledge-graph | Centralized reasoning and knowledge graph store. | Memory, retrieval & knowledge | Starter |
| latent-inspector | Streams model embeddings over a WebSocket (routed through /ws/latent-inspector/... on this gateway, not the REST proxy) and projects them to 2D with an incrementally refit PCA, one bounded session per model_id. | Observability | Full |
| legal-auditor | Deterministic document compliance checks (PII, retention, jurisdiction clauses) and EU AI Act risk-tier classification. No legal precedent database is connected -- precedent search honestly returns empty rather than inventing case law. | Policy | Starter |
| lexisguardian | Who decided, under what mandate, with what dissent recorded. | Governance | Full |
| mcts-engine | Causal inference, search, physical/scene reasoning, and multi-step execution. | Reasoning, planning & orchestration | Full |
| memory-integrity | How dangerous this input, output, agent, or fleet looks right now. | Risk | Full |
| memorymesh | Persistent memory, real retrieval, and a shared knowledge store. | Memory, retrieval & knowledge | Full |
| metacognitive-enhancer | How dangerous this input, output, agent, or fleet looks right now. | Risk | Full |
| model-compressor | Model quantization and edge compilation. | Model & ML infrastructure | Full |
| multi-agent-failure-tracer | A durable record of what was decided and what happened, retrievable after the fact. | Evidence | Full |
| nexusmind | Persistent memory, real retrieval, and a shared knowledge store. | Memory, retrieval & knowledge | Full |
| observability | Metrics, tracing, and logging across the platform. | Observability | Starter |
| omegarouter | Quantize, compress, merge, compile, route, and train. | Model & ML infrastructure | Full |
| pii-redactor | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| quorum-i18n | The rules an action has to satisfy, authored per tenant and evaluated per call. | Policy | Full |
| quorum-oaas | Billing models and marketplaces for AI products. | Commerce & distribution | Full |
| rag-verifier | Source hygiene and citation validation for RAG pipelines. | Verification | Starter |
| secops-patcher | Vulnerability detection and automated patching. | Security | Full |
| sentinel | How dangerous this input, output, agent, or fleet looks right now. | Risk | Full |
| shadow-agent-scanner | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| sparselogic-compiler | Quantize, compress, merge, compile, route, and train. | Model & ML infrastructure | Full |
| spatial-synthesizer | 3D scene synthesis. | Reasoning, planning & orchestration | Full |
| stcn | Causal inference, search, physical/scene reasoning, and multi-step execution. | Reasoning, planning & orchestration | Full |
| swarm-orchestrator | Turns a node/edge agent graph into real Kubernetes NetworkPolicy microsegmentation, scoped to a dedicated cain-swarms namespace via a restricted ServiceAccount that cannot touch any other namespace or resource kind. | Execution Enforcement | Full |
| synthetic-fine-tuner | Multi-type synthetic training data generation. | Model & ML infrastructure | Full |
| talos-coder | Write, review, migrate, and refactor the code itself. | Build & ship code | Full |
| talos-evolve | Write, review, migrate, and refactor the code itself. | Build & ship code | Full |
| talos-rag | Persistent memory, real retrieval, and a shared knowledge store. | Memory, retrieval & knowledge | Full |
| talos-redteam | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| talos-shield | The boundary in the call path that actually stops or shapes the call. | Execution Enforcement | Full |
| talos-vectorsearch | Persistent memory, real retrieval, and a shared knowledge store. | Memory, retrieval & knowledge | Full |
| talos-verify | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| talosai-quantize | Quantize, compress, merge, compile, route, and train. | Model & ML infrastructure | Full |
| taloscode-migrate | Write, review, migrate, and refactor the code itself. | Build & ship code | Full |
| taloscode-review | Write, review, migrate, and refactor the code itself. | Build & ship code | Full |
| taloscode-security | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| taloscrypt-audit | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| taloscrypt-keymgmt | One namespace for every principal in the loop -- agents, humans, and services. | Identity | Full |
| taloscrypt-mesh | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| taloscrypt-pqc | One namespace for every principal in the loop -- agents, humans, and services. | Identity | Full |
| taloscrypt-store | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| taloscrypt-vault | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| talosdata-quality | How dangerous this input, output, agent, or fleet looks right now. | Risk | Full |
| talosdev-archdiff | Write, review, migrate, and refactor the code itself. | Build & ship code | Full |
| talosdev-refactor | Write, review, migrate, and refactor the code itself. | Build & ship code | Full |
| talosdoc-contract | The rules an action has to satisfy, authored per tenant and evaluated per call. | Policy | Full |
| talosfin-earningsai | Domain products built on the same platform: finance, energy, logistics, credit. | Industry applications | Full |
| talosfin-statarb | Domain products built on the same platform: finance, energy, logistics, credit. | Industry applications | Full |
| talosguard-intel | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| talosguard-logiq | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| talosguard-siem | Keeping attackers, injections, and leaks out of the agent loop. | Security | Full |
| taloslegal-caselaw | The rules an action has to satisfy, authored per tenant and evaluated per call. | Policy | Full |
| taloslogic-proof | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| talosops-governance | Who decided, under what mandate, with what dissent recorded. | Governance | Full |
| talosops-selfheal | What the system is doing right now, per service and per fleet. | Observability | Full |
| topological-data-analysis | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| training-sandbox | Isolated environments for agent training runs. | Model & ML infrastructure | Full |
| trajectorygate | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| trust-state-engine | Continuous dynamic evidence-backed trust scoring and real-time principal risk evaluation across the complete CAIN trust control plane. | Risk | Full |
| vericoding-gate | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| veritasengine | Proof that an output, claim, or artifact is correct before anything trusts it. | Verification | Full |
| visual-ide | Interactive visual development environment. | Build & ship code | Full |
| weight-alchemist | Real weighted-average merging of uploaded safetensors checkpoints -- linear interpolation over matching tensors, the same baseline method mergekit ships. No SLERP/TIES, no training; keys missing from any source or with mismatched shapes are excluded and reported, never guessed. | Model & ML infrastructure | Full |
| zkproofvault | A durable record of what was decided and what happened, retrievable after the fact. | Evidence | Full |
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