Monitoring and Incident Response
- Every run is logged and failures raise an alert
- Response and fix times agreed in writing
AI solutions · managed services
An automation that nobody owns stops working quietly. A model gets updated, a prompt drifts, the usage bill creeps up, and the second use case never gets built because the first one is still taking attention. We take that responsibility on, keep everything running, improve it month by month and report what it produced.


Illustrative portal.
Quick answer
Managed AI services are an ongoing arrangement in which a provider takes responsibility for the AI automations and agents a business runs. That covers monitoring them, responding when they fail, updating them when models and platforms change, tuning their quality, keeping the usage costs under control, setting rules for how they are used, and adding new use cases over time.
What is included
For everything in scope.
How onboarding works
The monthly review follows the same format as our HubSpot managed services.
We record every automation and agent, what it depends on and what it costs. Anything unsafe is flagged before we accept it.
Run logs, error alerts, accuracy sampling and cost budgets are set up, with the thresholds agreed with you.
Accounts and keys are confirmed in your name, a named engineer is assigned and the escalation path is agreed.
Each month we go through what ran, what broke, what was tuned, what it cost, what it saved and what gets built next.
Tell us what you are running on a thirty-minute call and we will tell you what it would take to support it.
Plans
Flat monthly fees. There is no setup fee for anything we built, and takeovers start with a one-off audit.
Hear from our clients
3&Four was a helpful partner in building out our CRM infrastructure. Their team was responsive, easy to work with, and took a consultative approach throughout the process. They provided practical recommendations and best practices that helped us improve our setup and better leverage the platform.
I have worked with Adeel and his team at 3 & four for the past few months now. What I have been most impressed with is their responsiveness and quality of work. Even though we are in two very different time zones, the communication is almost seamless which I very much appreciate.
Evidence · accreditations
Platinum Solutions Partner, accredited by HubSpot for Onboarding and Solutions Architecture.


FAQs · for the record
Everything clients usually ask — on the record. If yours isn't here, the consultation is free.
We monitor every automation and agent in scope and respond when one fails. We apply fixes when a platform or model changes, tune the prompts each month, keep a backlog of new use cases, watch the AI usage costs and set simple rules for what the agents may touch. It is one monthly fee, a named team and agreed response times.
Yes. We start with a takeover audit to record what exists, what it costs to run and where it breaks. If there is anything we cannot support safely, we tell you before we take responsibility for it.
HubSpot Managed Services looks after the CRM itself. Managed AI Services looks after the AI layer that sits on top of it and around it, meaning the agents, the AI steps inside automations, the model costs and the governance. Many clients run both with the same team.
Get started · free consultation
Tell us what you are running and who built it. We will confirm the scope, the plan and a start date within one business day.
We reply within 1 business day.