Telemetry your AI can run. Infrastructure it can automate.
When revenue depends on infrastructure availability and performance, telemetry cannot be a by-product you warehouse. It is live operational ground truth — logs, metrics, network, OT, apps and agents — so you can correlate failures and automate safely. 100% on-prem.
Your AI doesn’t just query the pipeline. It runs it too.
Collectors, parsers, flows, reduction, dashboards, alerting — every function is exposed as an MCP tool. Not a read-only slice: the full operational surface, create through delete. Your engineers drive it from Claude, Copilot or Codex today. Your agents drive it directly tomorrow. Same interface, same permissions, same audit trail.
One stream, three shapes. FFWD reads it once, then forwards to different destinations. Parquet store for history. Signals only for the SIEM. Counts for dashboards. Reduce volume and costs to destinations.
Governed, not scripted
Every configuration change follows the same contract:
- ✓snapshot before write
- ✓dedupe first — measured, not estimated
- ✓protect crit / high signal classes
- ✓verify ingest, parse, egress, content
- ✓roll back everything on any failure
Detect anomaly signals and correlate them. 100% unsupervised.
All telemetry treated as logs. Six independent evaluators. Correlation from unsupervised pattern scores — not from a topology map or a policy a human authored.
Noise without a trail
- Alert storms and false positives
- Silent failures stay silent
- No evidence — root cause is still a human hunt
Evidence, then root cause
- The symptomatic log lines, not a metric spike
- Evidence logs stored for near real-time audits
- Correlated patterns for your agents to troubleshoot at lightning speed
Runs entirely inside your walls. Including the AI.
The models train and run in-cluster on your own GPUs. No telemetry egress, no third-party inference, no data crossing a jurisdiction. The MCP interface your agents talk to sits inside your perimeter too.
On-premises
Your datacentre, your hardware, your network boundary.
Private cloud
Your tenancy in AWS, Azure, GCP or a sovereign provider.
Air-gapped
Fully disconnected environments, including the ML stack.
Multi-tenant
Provider-operated, with tenant isolation for downstream customers.
When the infrastructure operator is an AI-agent.
Nio adds execution-risk scoring and policy gating at the agent boundary — every tool call evaluated before it lands, with a local audit trail. Available today for teams relying on fast acting agentic automations.
“ We, SAKURA internet, Inc., is constantly pursuing innovations to help our customer's business run more efficiently and smoothly. We are very honoured to contribute their success by offering FFWD, a superior observatory services on our IaaS service, “SAKURA's Cloud”, (so-called, Logging as a Service) provided in SaaS format through this partnership. ”
“ Capabilities such as infrastructure self-recovery and fast time to restoration after failure are very important to our business. Logs and events are essential clues and triggers to achieving these capabilities. FFWD helps us to affordably collect, analyse and monitor our infrastructure logs and events in real-time, improving our operational reliability and efficiencies. ”