Unlocking Intelligent Operations: Inside China’s SOMM Maturity Model for AIOps, SRE, and FinOps

SOMM Overview

System Operation Maturity Model (SOMM) was launched by the China Academy of Information and Communications Technology (CAICT) with the core concepts of tool intelligence, refined management, and stable operation. The framework integrates AIOps, Site Reliability Engineering (SRE), and FinOps to help enterprises build intelligent, reliable, and precise operation systems.

01 SOMM – Intelligent Operations (AIOps)

Since 2019 CAICT has been researching intelligent operations. The AIOps assessment consists of three parts: general capability requirements, system and tool technology requirements, and observability capability requirements. By December 2024 more than 30 enterprises across five industries and over 40 projects have participated, demonstrating industry‑leading maturity.

Current standards under development include the “Intelligent Operations Maturity Model” and “Information System Operations Intelligent Agent Technical Capability Requirements,” both of which have draft consultation versions available for industry feedback.

Assessment results for AIOps system and tool maturity, general capability, and observability capability are shown below.

02 SOMM – System Stability Assurance (SRE)

In 2021 CAICT began work on stability assurance and drafted the standard “Information System Stability Assurance Technical Grading Requirements (SRE).” The standard covers the entire software lifecycle, including design‑stage stability reviews, architecture evaluation, testing, code quality, deployment, and release processes, as well as fault lifecycle management (prevention, observation, handling, and optimization). Nearly ten enterprises such as China Mobile and China State Construction Engineering have completed the assessment.

Enterprise case studies show that applying SRE practices—building an SLO framework and strengthening change control—reduced incident frequency by 77 % and dramatically shortened downtime, embodying the principle “prevention is better than firefighting.”

03 SOMM – Precise Operations (FinOps)

With rapid digital transformation, IT resource marginal efficiency is decreasing. In 2024 CAICT and more than 40 leading enterprises launched the “IT Infrastructure Resource Operation Capability Maturity Model” to guide the shift from coarse‑grained to fine‑grained resource management. Companies such as Guotai Junan and China Mobile have passed the capacity‑management module assessment.

FinOps implementations have shortened resource delivery cycles from T + 10 days to one working day, increased CPU utilization by over 15 %, and achieved 99.9 % compliance with RTO/RPO targets, creating a “zero‑compromise” business resilience.

In‑Development Standards

Operations Intelligent Agent: Leveraging large‑model AI as the “brain” of operation agents to enhance learning, generation, reasoning, and decision‑making. CAICT leads a consortium of 80+ enterprises to draft the “Information System Operations Intelligent Agent Technical Capability Requirements,” now in public consultation.

Intelligent Computing Operations (智算运维): Addressing the unique challenges of large‑scale AI computing clusters, CAICT is drafting the “Intelligent Computing Operations Maturity Model,” covering AI model layer, AI computing platform, and compute infrastructure, with a draft consultation version available.

Evaluation Process