Solutions/Enterprise Infrastructure
Enterprise Infrastructure

Cross-layer reliability for enterprise infrastructure

One incident narrative across campus, WAN, data center, cloud and applications — with the traceable evidence regulated teams need.

Built forHybrid estatesRegulated industriesPlatform teamsIT operations
The operating reality

The estate is hybrid. The war room is manual.

Enterprise infrastructure spans on-premises data centers, WAN and campus networks, several clouds and hundreds of applications. Observability is strong inside each domain and weak between them, so incidents that cross the boundary — most of the expensive ones — are assembled by hand from screenshots and chat threads.

In regulated industries the bar is higher: after the incident, teams must show what happened, why, and what was done about it. That evidence is usually reconstructed after the fact.

Raincurve connects the domains into one dependency graph, produces a single evidenced incident narrative, and records every recommendation and action as it happens.

A staged reasoning pipeline

Curve-1 decomposes cross-layer reliability into inspectable stages instead of one opaque model.

Read the architecture paper
01

Pre-filter

An IQL-based scorer identifies high-risk signals in about 2 ms, keeping continuous operation economical.

02

Encode

A contrastive temporal encoder places event sequences from every layer in one shared space.

03

Hypothesize

A latent diffusion model proposes calibrated root-cause hypotheses from incomplete evidence.

04

Cluster

Hawkes-process clustering assembles network, compute, cloud and application symptoms into one incident.

In production

50%Reduction in mean time to resolution in production evaluationCOSMED deployment
16,000+CI/CD trajectories evaluatedCOSMED deployment
0.897AUC-ROC for failure predictionCOSMED deployment
~47%Lower inference cost for continuous reasoning via Compact ContractsCompact Contracts

Built for accountable operations

Evidence attached

Every hypothesis links to the signals and dependencies behind it, so conclusions can be checked, not just trusted.

Policy-controlled response

Actions pass through verification and approval steps you define, with separation between recommendation and execution.

Private and hybrid deployment

Runs inside your environment; no operational data needs to leave it.

Audit trail by default

Incident timelines, decisions and actions are recorded as they happen, ready for post-incident review and audit.

Works with your stack

Reads from existing observability, CMDB and cloud APIs; writes to ITSM, chat and paging tools.

Progressive automation

Start read-only, move to recommendations and approvals, then automate well-understood actions.

How engagements start

Enterprise engagements usually start with a Tier 1 assessment of recent cross-domain incidents.

Tier 1

Infrastructure Assessment

A scoped read of your topology, telemetry and recent incidents. We map cross-layer dependencies, replay past incidents through Curve-1 and show where time to resolution is lost.

Tier 2

Production Pilot

Raincurve runs alongside your existing tools on a defined slice of production — a hall, a region, a cluster — with success criteria agreed up front and measured weekly.

Tier 3

Enterprise Reliability Platform

Estate-wide deployment in your environment: continuous cross-layer reasoning, verified remediation workflows, and integration with your NOC, ticketing and change processes.

Questions

Make infrastructure intelligence operational.

Start with a conversation about your environment.