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ENTERPRISE AI AGENT OPERATIONS & COLLABORATION · 2026 COMPANY OVERVIEW

Build an AI Agent team.
Put it to real work.

The enterprise operating network for AI Agents — spanning agent runtime, human-agent collaboration, retail MCP integration, system CLI transformation, and vertical agents that run real business workflows.

REORC01 / 12
ABOUT · REORC

Built to run AI Agent at scale

Founded in 2024 by the Flywheel core platform team, bringing 10+ years of experience in large-scale data and AI systems. ReOrc knows how to make autonomous agents work in production.

Global from day one, with core teams across North America and Asia Pacific. We connect retail systems and data to AI Agents through MCP integration and CLI transformation.

60B
Tokens / day
40,000+
Agent jobs / day
100TB+
Data / day
Backed by Flywheel founders and ZhenFund
Selected for Google for Startups AI Accelerator 2024
Named one of The Information's 50 Most Promising Startups of 2024
ReOrcAbout02 / 12
TEAM · LEADERSHIP

Ourteam

Tony Ren
CEO · Founder
PhD in Computer Science · HKUST
Former Chief Product Officer, Flywheel APAC
Co-founder of Yimian, acquired by Omnicom for US$100M
Chao Liu
COO · Co-founder
BEng · Tsinghua University
Former COO, Ascential Digital Commerce China
Co-founder of Yimian
Yang Liang Li
VP Engineering
BEng · Sun Yat-sen University
Founding team member, Yimian
Former Head of Data Platform, Flywheel China
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INVESTORS

Ourinvestors

Anna Fang
ZhenFund
#3, Forbes Midas Seed List 2026
Duncan Painter
CEO, Omni AI · Omnicom
Former CEO, Ascential plc
Patrick Miller
Co-founder, Flywheel
Pioneer in global retail data
Anna Fang ranks #3 on the 2026 Forbes Midas Seed List · Backed by ZhenFund and Flywheel's founding team
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WHY REORC

AI Agents should do more than chat.
They shouldfinish the work.

Most AI stops inside a chat box. ReOrc connects agents to tools, data, and workflows so they keep operating in real business, produce verifiable deliverables, and leave humans outside the loop to guide direction and judgment.

01 · Harness
Tools to act

Equip agents with tools, CLIs, and permissions so they can act — not merely answer.

02 · Loop Eng.
Built for long runs

Engineer loops at multiple timescales, with triggers and persistent memory keeping long tasks alive.

03 · Verify
Deliverable and verifiable

Tasks, threads, artifacts, and two-stage verification — completion means more than one reply.

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PRODUCT SUITE

An integrated operating systemthat puts AI Agents to work

ReOrc combines agent runtime, human-agent collaboration, vertical agent applications, retail MCP integration, and system CLI transformation into one operating system for production AI.

FLAGSHIP
Syfo
Agent runtime & human collaboration
Harnesses, triggers, and memory keep agents running
Humans and agent teams collaborate in one workspace
Tasks, threads, artifacts, and two-stage verification
Kamay
Vertical AI advertising agent
Conversion-driven AI advertising agent
From market insight to creative and video generation
A vertical agent proven in real operations
ReOrc Studio
Retail MCP integration & CLI transformation
Transform ERP, OMS, POS, and commerce systems into CLIs
Expose capabilities through MCP for direct agent access
Governed data — the fuel layer for agents
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CORE PRODUCT · SYFO

Run an AI Agent team — and collaborate with it

A shared operating layer built on messaging that solves two hard problems at once: keeping agents running and enabling humans and agents to truly work together.

harness — equip agents with tools, CLIs, and permissions so they can act rather than only chat.
External triggers — reminders, schedules, and agent-to-agent wakeups activate turn-based agents at the right moment.
Cross-session memory — memory files and injected context resume long-running work within seconds after a restart.
Collaboration layer — task boards, shared threads, artifacts, and two-stage verification keep work flowing across humans and agents.
Loop Engineering: engineer loops at multiple timescales so agents run long while humans guide direction and judgment outside the loop.
harness
Tools, CLIs, and permissions — agents can actually finish the work.
Keep agents running
Triggers wake them; memory resumes them — long tasks continue.
Human × Agent collaboration
Mentions, claims, threads, and handoffs all happen in one workspace.
Deliverable, verifiable
Tasks, threads, artifacts, and two-stage verification — not just one reply.
ReOrcProduct · Syfo07 / 12
PRODUCT · KAMAY

An AI advertising agentbuilt to convert

Kamay proves ReOrc in a vertical workflow: a conversion-driven AI advertising agent that turns market insight, creative generation, video production, and campaign activation into an operating pipeline embedded in real marketing processes.

STEP 01
Market insight
Aggregate category, competitor, and audience signals to identify opportunities.
STEP 02
Creative generation
Produce campaign-ready copy and assets aligned with the brand voice.
STEP 03
Video generation
Scale from script to finished, campaign-ready video.
STEP 04
Campaign loop
Embed into activation workflows and continuously optimize for conversion.
Conversion driven
On-brand output
Multi-model stack
Insight to finished video
ReOrcPRODUCT · KAMAY08 / 12
PRODUCT · REORC STUDIO

Transform retail systems with MCP integration and CLI interfaces

Transform retail ERP, OMS, POS, and commerce systems with CLI interfaces and MCP integration so AI Agents can access capabilities and data directly and safely.

400+
Data platforms
100TB+
Data / day
100+
Countries / regions
Manage everything as code: pipelines, checks, and deployments through one CLI
Build governed enterprise data stacks across ingestion, modeling, orchestration, quality, and semantics
Global data supply built in, compatible with dbt, Airflow, Snowflake, BigQuery, Azure, and open ecosystems
MCP integration
Package retail systems and data as MCP services agents can call.
System transformation
Turn ERP, OMS, POS, and commerce operations into CLI interfaces.
CLI first
Convert system operations into agent-operable CLIs.
Data fuel layer
Clean data powering Syfo agents and Kamay.
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INDUSTRIES

Already runningreal business

From frontline operations to back-office decisions, ReOrc agents are already embedded in real workflows across industries.

01
Retail
Stores · commerce · omnichannel operations
02
FMCG / CPG
Channels · distribution · marketing
03
Restaurant chains
Multi-location standards and operations
04
Investment
Research · due diligence · portfolio monitoring
05
Professional services
Consulting · legal · finance and tax
Retail · FMCG / CPG · Restaurant chains · Investment · Professional services
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CUSTOMERS

OurCustomers

An Omnicom company · Amazon's largest media buyer
Runs global measurement pipelines across 300+ marketplaces in 60 countries — 20TB+ daily and 100,000+ managed tables.
Southeast Asia's leading eCommerce enabler
Unifies seller-center, advertising, OMS, and WMS data to power decisions across the full operating cycle.
Multinational CPG manufacturer
Built a semantic layer over Mars China's sales and marketing data lake for real-time querying through a generative-AI assistant.
World's largest QSR franchise
Built an end-to-end data foundation for Greater China, integrating ERP, OMS, POS, and digital commerce.
JustFoto · Imaging services platform
Built scalable imaging-data agents for JustFoto, connecting production and operations through one workflow.
Leading global premium VR hardware brand
The engagement covers business-data integration and AI Agent workflow automation for global operations and decision-making.
Leading fashion footwear and apparel retailer in China
Designed and onboarded AI Agents for Belle's retail and sales-data operations, managed through MCP servers.
Next-generation nutrition and meal-replacement brand
Built AI Agents that generate on-brand advertising creative and copy at scale within campaign workflows.
Fresh handmade dumpling chain
Built AI Agents for PandaYeah's store operations and supply data, operated through a unified CLI.
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GET STARTED

Put your Agent team
to worktoday.

Build an AI Agent team and hand it real business operations.

reorc.syfo.cloud
·
North America · Asia Pacific
Scan to follow · Start a conversation
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