Signed browser identity, road-alert payloads, edge relay, nearby feed, and operator console.
Fleet/OEM device adapters, tenant workspaces, structured event schemas, and integration SLAs.
Ecosystem architecture
Looma should be presented as the road-signal product. LunaOS.ai, MCP, OpenSyber.cloud, ClawPipe.ai, Amliq.finance, and LunaForge become the operating system around it: runtime, tools, governance, AI routing, compliance, and code-risk evidence.
Signed browser identity, road-alert payloads, edge relay, nearby feed, and operator console.
Fleet/OEM device adapters, tenant workspaces, structured event schemas, and integration SLAs.
Target platform for AI-native backend operations and internal product workflows.
Move pilot tenants, agent state, operational APIs, and deployment workflows into a managed runtime.
Integration pattern, not yet a public Looma tool registry.
Expose typed tools for alerts, evidence, incident reports, partner screening, cost routing, and audit.
Ecosystem governance platform with MCP control, agent monitoring, policy, and audit concepts.
Require approvals, scopes, logs, and policy checks around every Looma agent action.
Ecosystem AI pipeline for model routing, cache, provider choice, budgets, and tracing.
Route Looma summaries, pilot reports, and compliance prompts through controlled model pipelines.
AML and counterparty intelligence platform for screening, cases, reports, and audit chains.
Screen fleet customers, vendors, resellers, procurement entities, and higher-risk counterparties.
Sibling code-risk and context engine with MCP-oriented evidence export.
Generate change-impact evidence whenever safety-message logic, relay code, or agent tools change.
MCP surface
MCP should be the typed interface between Looma's product network and internal agents. The point is not novelty. The point is controllable capabilities, audit, and repeatable integrations.
looma.alerts.nearbyTriage AgentReadFetch recent signed alerts near a route, vehicle, depot, or pilot zone.
looma.alerts.submitSignedVehicle AdapterWrite with signatureSubmit a structured hazard event with identity, signature, location, and expiration metadata.
looma.incidents.summarizeBriefing AgentRead plus generateCluster events and produce a plain-language incident brief for an operator.
looma.evidence.exportPilotReportPilot Report AgentApproval requiredCreate investor and customer evidence from relay activity, uptime, message quality, and response patterns.
opensyber.auditAgentRunGovernance AgentRequired controlRecord the user, tool call, input scope, approval, output, and policy result for regulated actions.
clawpipe.routePromptAI RouterSystem serviceChoose model, budget, cache policy, and trace behavior for generative tasks.
amliq.screenCounterpartyCompliance AgentApproval requiredRun KYB/KYC-style checks on pilot entities, vendors, channel partners, and procurement contacts.
lunaforge.analyzeChangeImpactEngineering AgentRead repositoryMap dependency impact and produce evidence before code touching relay, identity, or safety schema ships.
Alert type, location, timestamp, signature, sender identity, expiration, and confidence metadata.
Short retention by default. Minimize personally identifiable data.Message volume, delivery quality, uptime, route coverage, alert clusters, and response notes.
Usable for investors and customers after redaction and tenant approval.Counterparty screening results, case notes, report exports, and audit trail references.
Handled through Amliq-style controls with access separation.Prompt inputs, model route, tool calls, approvals, policies, outputs, and reviewer actions.
Governed through OpenSyber-style logging and retention policy.Integration path
Turn alert fetch, signed submit, incident summary, and evidence export into internal MCP tools. Route non-critical generation through ClawPipe.
Attach OpenSyber policies to tool calls. Add approval gates for writes, exports, compliance checks, and external customer communications.
Use LunaOS.ai for tenant state, app operations, APIs, and backend agents. Use Amliq for customer and partner screening.
Add OEM/fleet integrations, hardware partners, C-V2X/SCMS planning, security review, legal review, and certification milestones.