// AXIOMOPS v1.0

OPS RUNS IT.

An autonomous AI agent that manages your inference infrastructure — routing traffic, fixing failures, optimizing costs — 24/7, without human intervention.

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AGENT ACTIVE

3 PROVIDERS CONNECTED

MONITORING 24/7

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// INFERENCE PIPELINE

The stack runs itself.

AxiomOps sits inside your inference layer and handles everything that normally requires a human watching dashboards at 2am.

Multimodel Routing

Routes each request to the optimal provider based on cost, latency, and task type. Switches between OpenAI, Anthropic, Groq, Cerebras, or any custom endpoint — automatically.

Provider Failover

When a provider goes down or degrades, AxiomOps detects it and reroutes traffic — typically in under 200ms. No alerts, no pages, no humans.

Latency Optimization

Learns from your traffic patterns and pre-positions requests to minimize TTFT. Pushes to edge endpoints, caches repeated calls, and drops slow providers from rotation.

Load Balancing

Distributes request volume across providers by current capacity and pricing. Prevents quota exhaustion and smooths traffic spikes across your entire inference fleet.

Secret-Free Credentials

Connects to all your providers without storing API keys in your codebase. Credentials live in the AxiomOps vault and rotate automatically. No key leaks, no hardcoding.

MCP Integration

Speaks the Model Context Protocol natively. Connect to your existing tools — Datadog, PagerDuty, Slack, GitHub — through a standard interface instead of brittle webhooks.

// AUTONOMOUS GUARDIANS

When something breaks,
it fixes itself.

Most AIOps tools detect problems. AxiomOps resolves them. Each guardian is a specialized autonomous agent that watches a specific surface of your infrastructure and takes action without waiting for a human to acknowledge an alert.

FAILOVER GUARDIAN

Triggers failover when latency exceeds threshold. Routes around degraded regions automatically.

SPEND GUARDIAN

Watches for runaway inference costs. Can pause a model, switch providers, or alert you — based on your policy.

ANOMALY GUARDIAN

Learns your normal traffic baseline. Detects behavioral shifts that signal a deployment issue or attack.

CACHE GUARDIAN

Tracks repeated query patterns and pre-computes responses. Cuts your inference bill without touching model quality.

AXIOMOPS

FAILOVER

SPEND

ANOMALY

CACHE

// INFERENCE ECONOMICS

Every dollar traced.
Every anomaly caught.

40–60%

inference cost reduction with intelligent routing

3–5x

better ROI vs. single-provider deployments

<200ms

average provider failover time

SPEND INTELLIGENCE

Granular per-model, per-task, per-user cost attribution. Know exactly where every dollar goes — not just per-provider, but per-feature, per-team, per endpoint.

COST ANOMALIES

Detects unexpected spending spikes before they compound. If a single agent loop runs 10x over budget, AxiomOps catches it and gates it — then reports what happened.

BUDGET GUARDS

Set monthly caps per provider or model. AxiomOps enforces them automatically — routing away from over-budget endpoints before you get a surprise bill at the end of the month.

DAILY DIGEST

Every morning at 8am, a summary lands in your inbox: total spend, what changed overnight, what the agent did, and what to watch today. You stay informed without opening a dashboard.

// OBSERVABILITY & GOVERNANCE

Complete audit trail.
Every decision explainable.

Autonomous agents need stronger governance than static software. AxiomOps treats every inference call as a first-class observable event — complete with reasoning trace, cost attribution, and outcome. This isn't logging. This is a full decision record.

Immutable audit log — every call, every decision, every action

Reasoning trace per route decision and failover event

Token-level cost tracking per session and per agent

RBAC — human approval gates for high-risk actions

SOC-2 and HIPAA readiness documentation

SIEM integration (Splunk, Datadog, CloudWatch)

// RECENT EVENTS 143 events today