红熊AI (Red Bear AI)
Category: AI Agents
Red Bear AI is a Chinese enterprise AI company building a 'memory science' layer for large language models, enabling persistent, human-like memory for enterprise AI applications. 红熊AI (Red Bear AI) was founded in 2024. The company is led by 温德亮 (Wen Deliang). Based in Shanghai & Hangzhou, China. Team size: 101-500. Total funding raised: $91.0M. Latest round: Series A. Key investors include 华禹创投 (Huayu VC), 格睿丰投资 (Geruifeng Investment), 浙江九纬私募基金 (Zhejiang Jiuwei Private Equity), 嘉兴彰元创业投资 (Jiaxing Zhangyuan Venture Capital), 陈泳潮 (Chen Yongchao, angel investor), 鲲华投资 (Kunhua Investment), 稼沃资本 (Jiawo Capital), 库维尔基金 (Kuwei'er Fund), 徐汇资本 (Xuhui Capital), 上汽美元基金 (SAIC Dollar Fund), 嘉铭浩春 (Jiaming Haochun), 誉华资产 (Yuhua Assets).
- Founded
- 2024
- Headquarters
- Shanghai & Hangzhou, China
- Team size
- 101-500
- Total funding
- $91.0M
Value proposition
Red Bear AI solves the fundamental memory limitations of LLMs (context window constraints, knowledge forgetting, hallucination) by building a 'memory science' system (MemoryBear) that mimics the human hippocampus, enabling AI to remember, learn from, and reason across long-term interactions.
Products and solutions
1. OpenBear - Proprietary general-purpose AGI model (MoE architecture, trillion-parameter scale), 2. MemoryBear - Memory science system (layered dynamic memory: working/short-term/long-term, with temporal memory, dynamic semantic networks, intelligent semantic pruning, 3D self-reflection engine), 3. Native Agent architecture - Memory-native agent framework, 4. CodeBear - Memory-driven programming model, 5. Smart Customer Service, 6. Smart Marketing, 7. ChatBI, 8. Smart Education
Unique value
First-mover in 'AI Memory Science' — a proprietary memory layer that reduces token consumption by 25x, hallucination rate to 0.2%, and knowledge forgetting rate below 1%, enabling truly persistent, context-aware enterprise AI.
Target customer
Enterprise customers (500+ clients including Fortune 500 and listed Chinese companies) across finance, retail, manufacturing, education, healthcare, telecom; expanding to consumer (C-end) users.
Industries served
Finance, Retail, Manufacturing, Education, Healthcare, Telecom, E-commerce
Technology advantage
Proprietary MemoryBear system combining ACT-R dual memory architecture, Ebbinghaus forgetting curve, intelligent semantic pruning, and 3D self-reflection engine. OpenBear MoE model with trillion+ parameters designed 'for memory' from the ground up. 20+ software copyrights and 10+ software patents. Open-sourced MemoryBear core framework on GitHub (4.8k stars).
How they differentiate
Red Bear AI differentiates through its comprehensive 'memory science' approach combining proprietary OpenBear model (MoE, trillion-parameter) with MemoryBear memory system and native Agent architecture — creating a full-stack 'brain + hippocampus + action' ecosystem. Strong commercial traction (500+ enterprise clients, ¥170M+ revenue in H1 2026) and rapid funding cadence (6 rounds in 15 months).
Main competitors
Engram (US, $600M valuation, 13-person team, backed by Andrej Karpathy), Clipto (China, backed by Sequoia China & Hillhouse), 记忆张量 (MemTensor, China, developing open-source MemOS), MemoraX AI (China, raised ¥100M+ in seed rounds)
Key partnerships
兔悠科技 (Tuyou Technology) - strategic partnership for convenience store digitalization (Jan 2026), 四大运营商 (China Mobile, China Unicom, China Telecom, China Broadcast Network) as customers, Selected for '2025首批浙江省人工智能赋能制造业典型案例' (Zhejiang Province AI-empowered Manufacturing典型案例)
Notable customers
China Mobile, China Unicom, China Telecom, China Broadcast Network (四大运营商), multiple Fortune 500 companies and listed Chinese companies, 500+ enterprise clients total, 2 universities signed for Smart Education
Major milestones
Founded April 2024, MemoryBear product launch Oct 2025, Open-sourced MemoryBear core framework Dec 2025, Selected for Zhejiang Province AI-empowered Manufacturing典型案例 Sep 2025, OpenBear general model + MemoryBear deep integration 2026, CodeBear programming model launch Jul 2026, IPO plan: HKEX filing in Q2-Q3 2027, listing in 2028
Growth metrics
2025: Contract value ¥2.5亿, Recognized revenue ¥1.35亿. H1 2026: Recognized revenue ¥1.7亿+ (exceeded full-year 2025). ARR exceeded ¥0.5亿. 500+ enterprise clients. Customer issue resolution rate improved 60%+, manual customer service workload reduced 70%.
Market positioning
Leading Chinese startup in the emerging 'AI Memory Layer' category, positioned as a full-stack enterprise AI platform with memory at its core. Competing against both international memory-layer startups (Engram) and domestic peers, while differentiating through end-to-end model+memory+agent integration.
Geographic focus
China (primary), with stated plans for international expansion
Patents and IP
20+ software copyrights and 10+ software patents (pending and granted). MemoryBear core framework open-sourced on GitHub under Apache-2.0 license.
About 温德亮 (Wen Deliang)
Ex-Alibaba VP; Ex-Panshi (盘石) CTO; Ex-Fosun (复星) CIO. 10+ years in internet digitalization and digital transformation delivery.
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Official website: https://www.redbearai.com
