Edge collector · Available now
The native macOS service observes supported processes, applications, extensions, model metadata, containers, and MCP configuration sources without arbitrary filesystem crawling.
Edge-first architecture
The interaction starts before the cloud sees it.
AxLoop begins where users and agents initiate work, preserves privacy-controlled evidence on the device, and provides the foundation for reconstructing supported AI interactions.
Talk to AxLoopAvailable now / passive evidence pipeline
The evidence foundation for interaction observability.
AxLoop observes supported surfaces on the device, classifies evidence locally, and can export normalized inventory through OpenTelemetry. Correlation and tracing build on this foundation.
01
Edge evidenceBounded, allowlist-based discovery
device boundaryApps + processesCatalog-matched software
runningCLI toolsSupported local tooling
configuredIDE extensionsVS Code + JetBrains
configuredMCP declarationsSupported config sources
configuredModels + runtimesLocal runtime metadata
runningLocal containersSupported runtimes
runningPrivacy boundary No prompts, responses, source code, credentials, raw paths, or tool payloads.
02
AxLoop local serviceNative collection + durable state
1
DiscoverPeriodic reconciliation + approved config events
2
Classify + redactRisk categories and privacy controls run locally
3SQLiteInventory state
4OutboxDurable retry queue
5
NormalizeSchema v2 evidence events
Processing and storage stay local by default
03
Your environmentCustomer-controlled destination
opt-inOTLP collectorLogs over HTTP / protobuf
Fleet aggregationCorrelate evidence across devices
Your operations stackSIEM, data lake, or observability platform
Export contract
axloop.asset.observedaxloop.device.inventoryAt-least-once delivery with state-change deduplication
Evidence statesConfigured declarationRunning evidenceVerified connection**Not inferred from passive discovery. Requires separate host integration or an explicit user-initiated probe.
Local evidence pipeline · Available now
Classification, privacy controls, inventory state, and a durable delivery outbox remain on the device. Export is off by default.
Customer-controlled telemetry · Available now
Optional OTLP export sends normalized evidence to infrastructure you control, supporting fleet reconciliation without exporting prompts, source code, or tool payloads.
Interaction correlation · Near term
AxLoop is extending discovery evidence to correlate supported process, parent-process, connection, endpoint, agent, model, MCP, and timestamp relationships.
Trace and evaluation · Product direction
The platform direction is to reconstruct the observable sequence from agent to tool to application, then compare expected and observed outcomes.
Policy, enforcement, and audit · Product direction
Governance will build on trustworthy traces, with policy decisions, human approval, enforcement at supported control points, and a defensible event history.
AxLoop AI
Build the interaction layer from evidence.
Discover first. Correlate next. Never present inference as observation.