AI Managed Services
AI platforms do not run themselves. Models drift, integrations break, usage patterns change, and governance requirements evolve. Synapsys provides ongoing operation, optimisation and governance for the AI systems you already have, or the ones we helped you build. Serving organisations across Malaysia, Singapore and Southeast Asia.
Not a one-off project. Not a helpdesk ticket queue. A proper ongoing operations partnership.
Which service fits?
AI Managed Services is for when your AI systems are already live and need ongoing expert operation. AI Automation & Solutions is for when you want to build new capability: agents, workflows, or AI-native software, to automate tasks and reduce manual work.
This service
Synapsys owns ongoing operation of your live AI environment on a rolling monthly retainer.
Monthly retainer · Dedicated AI ops · Performance reporting
Also consider
Execution-based, tactical delivery to build agents, workflow automation, and AI-native software.
Who this is for
This service works best when you already have AI in production and need a partner to operate it reliably. If you are still building automation or assessing readiness, see AI Implementation or AI Agents & Automation instead.
You have agents, automations, or integrations that staff or customers use every day. When quality drops or something breaks, operations feel it immediately. You need ongoing ops, not a project team picking it up between other work.
Your IT team handles infrastructure but not LLM pipelines, agent workflows, or model performance. You need specialist capacity without a full hire.
Leadership wants AI used responsibly, with access controls, usage policies, and audit trails, but no one owns it day to day.
Prompts, models, and integrations that worked at launch will not stay optimal. You need ongoing refinement, not set-and-forget.
What we Manage
A managed services retainer covers the full AI operations function. You get a dedicated team that monitors, maintains, optimises and reports on your agreed AI platforms and workflows.
Uptime monitoring, error tracking, alert triage and resolution for AI agents, APIs and integrations. Problems surfaced and fixed before users report them.
Ongoing tuning of prompts, retrieval configurations, and model selection as usage patterns and business requirements change.
API connections, data flows, and third-party platform updates managed and tested. Breaking changes caught before they reach production.
Access controls, usage policies, audit logging, and PDPA-aligned data handling practices maintained and documented.
Monthly reporting on usage, response quality, error rates, and inference costs. Recommendations for what to change next month.
A prioritised queue of enhancements (new use cases, workflow improvements, and capability expansions), scoped and delivered within the retainer rhythm.
Suited for
AI managed services works best when there are live systems with real users and a leadership team that wants AI to deliver ongoing value, not a pilot that stalls after launch.
Companies with AI agents, chatbots, or LLM integrations in production, typically 50 to 500 staff, that cannot justify a full in-house AI ops team yet.
Completed AI Implementation or AI Automation & Solutions? Keep the same team operating what they built.
Financial services, healthcare, professional services, and government-linked companies where AI governance is not optional.
Organisations moving from one successful AI use case to several, and needing consistent standards, monitoring, and governance across all of them.
Not sure if you are the right fit? Talk to us. We will tell you honestly if another service is a better starting point.
How the retainer works
Managed services only work with a clear operating model. Here is how we run AI operations every month.
Week 1
30-minute call to align on priorities, upcoming changes, and any business context affecting AI workflows. We take it from there.
Week 2–3
Systems monitored daily. Prompt and integration adjustments deployed. Mid-month status update with any flags or early wins.
Week 4
Full report before month end. Usage, quality metrics, incident summary, cost analysis, and planned improvements for next month.
Always on
Dedicated channel for urgent issues. You talk to the engineers running your systems, not a ticket queue.
Your role
You stay in control of strategy and priorities. We run the operation day to day.
From the first month, these responsibilities move to Synapsys.
Business direction and approval on anything that affects customers.
Everything operational is ours to handle. You get visibility and control without the daily load.
Why Synapsys
If Synapsys delivered your system, whether via AI Implementation (platform integration or custom models) or AI Automation & Solutions, the same engineers who know the architecture continue to operate it. No handover gap, no knowledge lost.
Structured ops practices drawn from Synapsys Group's consulting heritage: status reporting, change management, documented governance, delivered by a team that understands Malaysian business context.
Monthly reports tied to system reliability, usage quality, and cost efficiency, not slide decks counting tickets closed. You see what changed and what we are doing next.
Tell us about your AI environment and current support setup. We will tell you whether managed services is the right fit and what a retainer could look like. No pitch, no commitment.
Book free consultation