AI System Operations & Monitoring Services

Your AI system,
always accurate, safe and cost-efficient

You have AI/agents running, but who watches answer quality, token cost and security risk? Siri9 operates your AI systems continuously.

See pricing

Quality monitoringToken cost controlIncident alertsTransparent reporting

Operational monitoring

siri9.ioLive

99.98%uptime · 30 days

Avg response32ms

Chatbots, agents or data pipelines. We watch them all

Chatbot / AI assistantAutonomous AI agentsRAG / doc Q&AML / prediction modelsAI APIs (OpenAI/Claude…)Data pipelinesVoice / OCR / vision

The AI is running, but who’s watching it?

Token costs balloon

With no one tracking, the AI bill creeps up for unclear reasons.

Wrong or “hallucinated” answers

Output quality drifts; users get wrong answers and you never know.

Data & compliance risk

AI touches sensitive data; without controls that’s a serious risk.

Full stewardship of your AI systems

Your AI stays sharp, accurate and on budget

99.9%

Target uptime for AI services

Controlled

Token cost capped and optimized

Monitored

Output quality continuously evaluated

100%

Transparent via reports & tickets

Onboarded to steward your AI within a week

Day 1, 2

AI system audit

Siri9 does:Review config, cost, quality and risk of your AI setup.

You prepare:Grant access to the AI systems & current cost info.

Day 3, 5

Set up monitoring

Siri9 does:Wire operational, quality & cost monitoring; set alerts and limits.

You prepare:Confirm quality goals & budget.

From day 6 · ongoing

Operate

Siri9 does:Daily monitoring & tuning, model/prompt updates, on-call response.

You prepare:One point of contact and use the ticket channel.

Monthly · recurring

Report

Siri9 does:Report impact, cost, quality; recommend the next optimizations.

You prepare:Receive and respond to periodic reports.

A recurring subscription, predictable

A monthly subscription by AI system SIZE (services, model calls, monitoring level). Your token spend is controlled and optimized, often cheaper than going it alone.

Included: monitoring, quality tracking, cost control, basic model/prompt updates and response. Large projects (re-architecture, new capabilities) are quoted separately.

What is AI system operations?

AI system operations means watching answer quality, token cost, security and model updates for the chatbots and AI agents you run. Siri9 does that continuously for you.

Any AI provider supported?

Most common providers are supported, we audit then operate accordingly.

How do you cut token cost?

Set limits, right-size models, optimize prompts & caching. Monitored continuously.

Do you handle wrong AI answers?

Yes, we track quality, detect issues and tune prompts/models to improve.

I just integrated AI, can I move to this plan?

Yes, it’s the natural next step after AI integration, a seamless transition.

Put your AI system in steady hands

Get an AI system assessment and a subscription quote within 24 hours.

No commitment · Reply within 24 hours

AI system operations & monitoring services