Beijing, January 29, 2026 — Sointech (SOIN AI) announced that its core product, the AWE agent engine, has completed an upgrade and integrated the industry-watched Moltbot (formerly Clawdbot) capability benchmark. This upgrade marks a new breakthrough for SOIN AI in enterprise AI deployment and business execution: AI can not only understand and analyze business, but also directly execute tasks in enterprise systems, achieving complete closed-loop delivery.
Through the fusion with Moltbot capabilities, the AWE engine has further enhanced executability and deliverability within core enterprise processes. We have not only drawn on the trends of industry-leading AI capabilities, but also made systematic design and hardening in security, controllability and scalable deployment. Against known security risks — such as unauthorized command execution, API credential leakage and in-memory file poisoning — we have comprehensively hardened the integrated Moltbot capabilities, ensuring AI runs securely and reliably within the enterprise internal environment, providing services enterprises can use with confidence.
01 Industry Inflection Point: From "Intelligent Analysis" to "Closed-Loop Execution"
Recently, the industry has shown high attention to an open-source project called Moltbot. It symbolizes a clear industry trend signal: the market is no longer satisfied with AI that can only converse and analyze, but pursues intelligent systems that can securely and reliably execute concrete tasks in enterprise environments.
This trend coincides with our long-held core philosophy of "AI does the work for you." SOIN AI believes that real enterprise-grade value lies not in dazzling technology demos, but in deeply integrating with the existing IT ecosystem and carrying task execution through to the end.
Therefore, we did not simply adopt the open-source component, but took the "secure, controllable execution capability" it represents as an industry reference, performing systematic integration and enterprise-grade hardening of our proprietary AWE engine.
The core of this upgrade is converting such frontier execution capabilities into a stable, schedulable, auditable standard service module within our AWE engine. It allows our agents to no longer be limited to the "adviser" role, but to become "executors" that can directly operate business systems, complete work orders, and return confirmation results.
02 Enterprise Value Brought by the AWE Engine Upgrade
This AWE engine upgrade is not the stacking of a single feature, but a systematic enhancement around the core value of "business execution capability." It aims to solve the core pain points of enterprise intelligentization and deliver quantifiable, highly certain business value, focusing on the most critical challenges of enterprise AI deployment:
Dramatically shortening the AI value deployment cycle. Under the traditional model, from system integration to completing a process-level automated deployment often takes months. Now, with the upgraded AWE engine, enterprises can quickly orchestrate complex business processes into AI-agent-driven automated workflows, achieving the leap from "integration" to "process-level deployment," significantly shortening the deployment cycle.
Seamlessly covering legacy systems that cannot expose interfaces. Many core enterprise businesses run on old or closed systems that cannot provide APIs. Through advanced simulated interaction technology, we enable AI digital employees to operate these systems' interfaces like real people, breaking the "last mile" barrier of automation and releasing the intelligentization potential of legacy systems.
Improving delivery certainty and return on investment. We convert hard-to-predict technical integration risks into standardized services that have been rigorously tested and hardened. What customers get is no longer an uncertain "capability demo," but deliverable results that can be clearly planned, with expected outcomes and calculable ROI.
03 Deployable Industry Application Scenarios
Based on the AWE engine upgrade, SOIN AI has simultaneously launched "AI digital employee" scenario solutions for multiple vertical industries, helping enterprises achieve low-cost, high-certainty intelligent transformation:
04 Architectural Advantages: Realizing the Complete Chain of "Understanding + Execution + Delivery"
The core of the AWE engine upgrade lies in that AI execution capability is not an isolated feature, but part of the closed loop of enterprise business processes. Through modular design and intelligent process orchestration, AI can understand task context, chain multi-stage operations, and generate traceable, verifiable results. This means enterprises gain not only analytical capability, but truly executable, deliverable agent partners.
05 Security Hardening: Building an Enterprise-Grade Trusted AI Foundation
SOIN AI understands that granting AI systems higher execution permissions must be matched by a higher level of security system. Regarding the security risks of open-source tools that the industry focuses on, SOIN AI implemented rigorous security hardening engineering during integration.
Against risks such as public internet instance exposure, credential leakage and unauthorized access that Moltbot may face, SOIN AI ensures — through private deployment, encrypted API key storage, command filtering and auditing, and identity-based access control (RBAC) — that while the AWE engine provides powerful execution capability, it meets the stringent data privacy and cybersecurity requirements of manufacturing and finance.
SOIN AI continues to be committed to converting frontier AI technology into deployable enterprise solutions. The AWE engine combined with the Moltbot capability benchmark provides global enterprises with fast-deploying, low-cost, high-certainty intelligent processes, upgrading AI from an "assistive tool" to an executable business partner, driving industrial intelligentization into a new stage.