Senior data & AI firepower,
without hiring an executive team.
AnyAgent helps US and EU companies design and ship AI applications, data platforms, and risk & compliance systems. Led by a former data director with 15+ years across JD.com, Yili, and Fortune-scale fintech — you get the architect, not the agency.
Years in data & AI engineering
Platform uptime delivered
Losses prevented via risk systems
Engineers led per program
What We Do
Four service lines, one goal: senior engineering outcomes with predictable scope and cost.
AI & LLM Applications
RAG pipelines, autonomous agents, and AI workflows that actually ship to production. Model selection, evaluation, and cost control baked in from day one.
- Agent & RAG systems
- AI feature engineering
- Evaluation & guardrails
- Cost optimization
Data Platforms & Engineering
Warehousing, real-time pipelines, governance, and BI — architected by someone who has scaled platforms from hundreds to thousands of nodes.
- Data warehouse & lakehouse
- Real-time streaming
- Data governance & quality
- Self-serve BI
Risk & Compliance Systems
Anti-fraud, regulatory reporting, and automated compliance validation. A differentiated capability our clients struggle to find anywhere else.
- Fraud & anomaly detection
- Regulatory reporting automation
- Audit trails & controls
- Model risk review
Architecture & Advisory
Technical due diligence, architecture assessment, and roadmap guidance. Fractional CTO or data-leadership support at a fraction of the cost.
- Architecture review
- Technology due diligence
- Hiring & org support
- Fractional CTO / CDO
Selected Case Studies
Representative work across fintech, e-commerce, and manufacturing. Details anonymized under NDA; outcomes are as-delivered.
Enterprise data foundation for a national consumer-finance lender
Designed and stood up a standardized financial data foundation from zero in 6 months — unified asset/liability cash-flow data, then layered AI-driven analytics on top.
Regulatory reporting engine for a national lender
Rebuilt the regulatory reporting pipeline with automated rule parsing and validation. Reporting accuracy reached 99.99% with a 50% faster cycle.
Data-as-a-product line at a top-5 Chinese e-commerce company
Packaged internal financial and transaction data assets into two standardized SaaS-style data products, monetized in 7 months.
AI forecasting at a global dairy group
Deployed sales and raw-milk production forecasting models into production across supply chain, finance, and inventory — cutting spoilage and cash drag.
Open Source
We believe in shipping real code, not just slides. Our working infrastructure and playbooks are public — inspect them before you engage us.
Production deployment of an OpenAI-compatible AI API gateway — multi-model routing, per-token billing, and a management console. This is the product we run ourselves.
Field notes on shipping LLM agents and RAG pipelines to production — evaluation, guardrails, and cost control patterns we use with clients.
Reference architecture for warehouse, real-time pipelines, and governance — distilled from deployments at fintech and retail scale.
More repositories coming as we productize our playbooks. Follow us on GitHub for updates.
AnyAgent AI Gateway
A production-grade, OpenAI-compatible API gateway — the same infrastructure we run for ourselves and our clients. Prepaid credits, multi-model routing, and per-token billing.
Quickstart
1. Install the OpenAI SDK
npm install openai2. Point it at AnyAgent
import OpenAI from 'openai';
const openai = new OpenAI({
apiKey: 'YOUR_API_KEY',
baseURL: 'https://anyagent.best/v1'
});Led by someone who has already built it — at scale.
AnyAgent was founded by a senior data & AI engineering leader with 15+ years in production, most recently as Data Director at two Fortune-adjacent Chinese financial groups — managing teams of 70-95 engineers and annual budgets up to $7M USD.
That background is the product. When you work with AnyAgent, you get the architect who has delivered national-level data platforms, deployed AI forecasting into a global dairy supply chain, and built data products that generated millions in direct revenue — not a junior team learning on your dime.
We stay deliberately small, take on a limited number of engagements at a time, and put our working code in the open so you can judge us before we talk.
Beijing Institute of Technology
M.S. in Computer Software
Founded as one of China's earliest military-tech universities.
JD Finance · Haier Consumer Finance
Data Director
Scaled data platforms from hundreds to thousands of nodes.
Yili Group · Dangdang
Data Platform Lead & Monetization
Turned data teams into P&L centers with SaaS-style products.
IBM · Accenture collaboration
Program Delivery Lead
Ran large transformation programs with global SIs.
Let's talk about your project
Tell us where you are, where you want to go, and what you've already tried. We reply within one business day — usually faster.