XINVAY
XINVAY / HANGZHOU / 2026

We don't stack compute. We finesse algorithms.Less is more. A hacker mindset to rebuild your ROI.

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47°N · 120°E — we ship from Hangzhou.
// Manifesto
Stop feeding bloated teams.
We use state-of-the-art model architectures to turn 'content operations' into one line of code.
A badass boutique algorithm company. Hangzhou. We ship.

// Leverage

Data hackers driven by algorithms.

0M+
High-quality posts generated monthly
0%
Average client productivity increase
0
Mainstream platforms fully supported
0.0%
System uptime & delivery rate

// The truth

Still fighting algorithms with human bodies? It's a cost black hole.

01¥0+
Monthly cost of a standard team: planning, copy, design, operations.
020%
The actual probability of human creation beating the platform recommendation algorithm. The other 80% is invalid involution.
030Days
The cycle for a traditional team to run through 'plan-produce-data review-strategy adjustment'. We only need 7 seconds.

// How it works

Low-level reconstruction. Omnichannel automation.

Ditch the complex forms of traditional SaaS. We deeply integrate Multi-Agent collaboration with LLMs to build true digital-native workflows.

  1. 01StrategyAI analyzes your industry, competitors and platform trends — then builds a content calendar.
  2. 02CreationLLMs generate copy and visuals in batch — quality on par with senior editors.
  3. 03DistributionAuto-adapted for Xiaohongshu / Zhihu / WeChat / Douyin — one brief, every platform.
  4. 04IterationReal-time performance tracking. AI steers the next piece toward what actually works.
10x faster70% less costDeploy once, ship continuously

// Product Matrix

The first 5 digital employees.

Deeply fine-tuned with industry know-how. Not just LLMs, but best-practice workflows.

1
A01Customer Success Agent

AI Customer Success

7×24 online. Pre-sales consulting & after-sales support. Automatically updates company knowledge base.

2
A02Content Marketing Agent

AI Content Marketer

Batch generates posts for Xiaohongshu, Douyin, WeChat. Smart comment replies, never misses a trend.

3
A03Recruiting Agent

AI Recruiter

Auto-optimizes JD keywords, smart resume matching, AI phone screening and offer assistance.

4
A04Training & Onboarding Agent

AI Trainer

Automated onboarding workflows, skill QA, immersive AI roleplay for sales & support.

5
A05Event Planning Agent

AI Event Planner

Generates complete event plans, supplier comparisons, and post-event reports from basic input.

// The data speaks

Results speak. No fluff, just ROI.

P0012025 → Now

+2400% follower growth

New consumer brand · Xiaohongshu + Douyin

Approach

Proprietary atlas builds brand corpus graph → router distributes by platform tone → lens real-time feedback loop.

Result

200 → 5,000+ followers in 3 months. Peak post: 120K impressions. Founder's energy completely freed.

“

XINVAY's algorithms know Xiaohongshu better than any agency we've hired.

P0022024 → 2025

+300% monthly leads

B2B SaaS Enterprise · Zhihu + WeChat

Approach

Connected to internal tech doc repo for RAG enhancement, deployed developer corpus fine-tuned model.

Result

Stable monthly update of 20 in-depth tech notes. Quarterly organic leads grew 140%, directly bringing million-level revenue.

“

Finally someone can use AI to tell the commercial value of hardcore tech.

P0032025 → Now

+40% foot traffic

City restaurant chain · Xiaohongshu + Dianping

Approach

Store-level personalized content packs + LBS precise distribution strategy.

Result

Avg 300+ new visits/month per store. Converted influencer budget directly into private domain assets.

“

Now every store manager has a top-tier AI planner.

P0042025

Global matrix 0-1

3C Brand · TikTok + Instagram

Approach

Cross-lingual visual generation flow muse + localized sentiment analysis engine.

Result

Cold started 15 overseas accounts in 2 weeks, achieving daily updates of multilingual graphic/video scripts.

“

XINVAY's cross-lingual generation capabilities directly saved us an overseas ops team.

// Stack

Built in-house. Shared with the world.

Proprietary--private
  • //xinvay/atlasContent graph & semantic memory[+]

    Brand-specific content semantic network. Automatically extracts entities, relations and events, forming a queryable, inferable dynamic knowledge graph for multi-agent decision making.

  • //xinvay/routerPlatform-aware distribution engine[+]

    Deep understanding of recommendation algorithms across Xiaohongshu/TikTok/Zhihu. Auto-formats, tone-adjusts and rewrites — one piece of content fits every platform.

  • //xinvay/lensReal-time content telemetry[+]

    Millisecond-level content performance telemetry across platforms. Auto-constructs feedback loops, driving AI to optimize the next round of creation.

  • //xinvay/museMultimodal creative pipeline[+]

    Text-to-image, text-to-video with brand visual constraints. Auto-generates on-brand visual assets, supporting bilingual CJK layout.

  • //xinvay/nexus-codeAI IDE — Swarm-collaborative coding[+]

    A self-developed AI programming environment built on the Nexus swarm architecture. Multiple AI agents collaborate on codebase understanding, distributed code review, intelligent autocomplete and autonomous refactoring. Local deployment — code never leaves your machine.

  • //xinvay/vector-dbHigh-performance vector database[+]

    Proprietary distributed vector database engine. Deeply optimized for content retrieval scenarios, supporting millisecond-level recall over billion-scale vectors. Natively integrated RAG pipeline — no extra middleware needed.

  • 01vercel/next.jscontributor
  • 02langchain-ai/langchaincontributor
  • 03shadcn-ui/uicontributor
  • 04xinvay/specsMIT

// About

Algorithms can replace hardware.

XINVAY Digital Technology · Hangzhou · 2026

AI-powered content operations for businesses that refuse to settle for average.

// Next

Ready.

Free 30-minute consultation. We'll diagnose your content operations in one session.

Book consultation →hello@xinvay.ai