--- title: "AI Ops & Monitoring Services: Keep Your AI Accurate and On Budget | Softpers" description: "Softpers monitors, tests and improves your AI after launch: answer quality, safety, speed and running costs, with alerts and plain-English monthly reports." url: "https://softpers.com/services/ai-ops" --- AI & Data Innovation · AI Ops & Monitoring # AI monitoring that keeps your AI accurate, safe and on budget AI isn't set-and-forget. We watch quality, speed and cost every day, catch problems before your customers do, and keep improving your AI as your business changes. Book a free call See how it works - **Setup**: 1–2 weeks - **Then**: Monthly care - **Reports**: Plain English What changes ## What changes when someone is watching your AI Today Nobody notices when the AI starts giving wrong answers. With AI Ops Quality checks flag odd answers the same day. Today AI bills creep up month after month. With AI Ops Costs are tracked and models tuned to stay on budget. Today New products and policies never reach the AI. With AI Ops Its knowledge stays current as your business changes. What we do ## Everything it takes to run AI reliably Whether we built your AI or another team did, we keep it healthy, safe and improving. ### Quality monitoring Automatic checks on real conversations, with unusual answers flagged for a person to review. ### Safety guardrails Rules that stop the AI from sharing what it shouldn't, making promises or going off topic. ### Cost control Usage dashboards, budget alerts and model tuning that keep running costs predictable. ### Speed and uptime Response times and availability watched around the clock, with alerts if anything slows down. ### Regular improvements Monthly updates to knowledge, instructions and models as your products and policies change. ### Tested before release Every change is tested against real past questions before it reaches your customers. How it works ## From a health check to always-on care 1. 1 ### Discovery call Tell us what AI you run and what worries you about it. Free · 30 min 2. 2 ### Health check We review quality, safety, speed and cost, and give you a clear baseline. 1–2 weeks 3. 3 ### Monitoring setup We switch on checks, dashboards and alerts that fit your systems. About 1 week 4. 4 ### Monthly care We fix issues, update knowledge and send a plain-English report every month. Every month 5. 5 ### Always-on alerts If something goes wrong, we hear about it first and act on it. 24/7 How we run AI ## AI that keeps getting better after launch We run AI in production for our own company and for clients. The same habits that keep ours reliable go into every care plan. **Daily** quality checks on real conversations Catch drift early **Monthly** plain-English report on quality and cost Always informed **100%** of changes tested before release No surprises Your numbers ## How much time goes into babysitting your AI? Move the sliders to see what checking and fixing AI output costs today. **312** hours a year watching your AI **$14,040** what that time costs each year This shows today's cost only. On your free call we'll suggest what monitoring would take off your team's plate. ### What you get - A health check with a clear baseline - Dashboards for quality, speed and cost - Alerts when anything goes wrong - Safety guardrails and tested updates - Monthly knowledge and model improvements - A plain-English report every month Built with ## Proven monitoring tools We use established observability tools, so your monitoring keeps working even if your team takes it over. LangSmith Sentry Datadog PostHog Claude GPT-4.1 Llama 3.3 Open-weight models Who it's for ## Any business running AI in production Chatbots, agents, voice AI and AI features inside your apps, whoever built them. Support chatbots AI agents Voice AI AI in SaaS Internal AI tools Regulated industries FAQ ## AI monitoring questions, answered **Do we need monitoring if our AI already works?** Yes. Models get updated, your products change and customers ask new things. Monitoring catches the slow drift that nobody notices until a customer complains. **Can you monitor AI that another team built?** Yes. We start with a health check to understand how it works, then set up monitoring that fits it. **How do you measure answer quality?** We run automated checks on samples of real conversations against your approved answers and rules, and a person reviews anything that gets flagged. **How do you keep AI running costs down?** We track usage, use the right size of model for each task, cache repeated answers and set budget alerts, so your bill stays predictable. **What's in the monthly report?** Quality trends, issues found and fixed, running costs and our recommendations for the month ahead, all in plain English. **How much does AI monitoring cost?** It depends on how many AI systems you run and how busy they are. You get an estimate within 24 hours of your discovery call. Keep exploring ## Services that pair well with AI monitoring [AI & Data Innovation **AI Agents** Digital teammates that handle tasks end to end, from leads to orders. *Explore AI Agents →*](https://softpers.com/services/ai-agents) [AI & Data Innovation **AI Chatbots** Answer customers on your website, WhatsApp or inbox, trained on your own content. *Explore AI Chatbots →*](https://softpers.com/services/ai-chatbots) [Digital Transformation Strategy **Fractional AI Lead** A senior AI leader on your team part time, without a full-time hire. *Explore Fractional AI Lead →*](https://softpers.com/services/fractional-ai-lead) ## Want peace of mind about the AI you already run? Book a free 30-minute call. We'll talk through your AI setup and what a health check would cover. Book a free call or send us a message