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Improving is an enterprise-focused provider of AI, data, application, and platform engineering services. Its website emphasizes “trust” and long-term partnerships rather than one-off projects. It is not a self-service AI SaaS tool; instead, it helps companies bring AI, data platforms, and application modernization into production through training, consulting and development, managed delivery, and engineering team extension.
Its core methodology is the Intelligence Operating System (IOS) AI maturity model, which covers 8 stages from Zero AI to Agentic Operations, grouped into three waves: tools, processes, and agentic operations. Its capabilities include AI-Enabled Development, application modernization, DevOps, platform engineering, enterprise integration and APIs, production support, and more. Case studies mention an Agentic AI lead qualification system that can connect to real-time data, autonomously evaluate leads, and hand over context to sales teams. It has also used Google Vertex AI and Healthcare API for semantic search and summarization of medical records.
The website does not disclose fixed pricing, packages, or a free trial. Engagement models are divided into three categories: AI workshops and team enablement, managed solution delivery from strategy to production, and engineering team extension across North America, LATAM, and India. Pricing is most likely project-based or custom-quoted, requiring users to submit a form to discuss requirements.
The main advantage is its clear methodology, which helps enterprises advance AI in stages rather than simply buying tools. It also shows ecosystem experience with Azure, Google Cloud, Confluent, and others, while disclosing service-capability signals such as an NPS of 90+, an average client relationship of 7.5 years, and 21 offices. The downside is that key information is not very transparent: there is no public pricing, SLA, data privacy detail, compliance certification, or Chinese-language support information. While the case-study results are impressive, they are custom projects and cannot be directly generalized to every customer.
Improving is better suited to medium and large enterprises with complex existing systems that need to bring AI into real business workflows, such as sales automation, healthcare data retrieval, cloud-native transformation, and automated deployment. It is not a good fit for teams that simply want to buy an out-of-the-box AI tool. The main site does not clarify access from China, payment options, or local delivery, so these should be treated as “unknown.” In mainland China, professional services from Alibaba Cloud, Huawei Cloud, Baidu AI Cloud, and similar providers may be worth considering as alternatives.
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