Agentic Commerce Infrastructure

Introducing Sydon Symphony™
The agentic OS for commerce.

Built by a 20-engineer team on Nexus — a proprietary integration backbone — Symphony orchestrates 18 specialized AI agents across Amazon, Shopify, TikTok Shop, and DTC. Shaped by research with 4,000 sellers. Powered by Claude.

Apply for Beta Access See the Architecture
Runs across
Amazon
Shopify
TikTok Shop
DTC
Command Center
Account Guardian
Profit Intelligence
PPC Optimizer
Inventory Oracle
Channel Sync
Workflows
True Profit (30d)
+23.4%
↑ True margin vs prior 30d
Account Health
97/100
↑ All 47 signals clear
Account Guardian · Active
PPC Optimizer · Running
Inventory Oracle · Forecasting
Competitor Intel · Monitoring
Channel Sync · Live
Tax Guardian · Active
Multi-Channel Intelligence

One OS.
Every channel you sell on.

Symphony connects your entire commerce operation into a single agentic layer — making decisions, taking action, and compounding intelligence across every channel simultaneously.

🛒
Amazon

Full SP-API integration. Account Guardian monitors 47+ risk signals. PPC optimization, inventory forecasting, and compliance automation built for Amazon's complexity.

Live in Beta
Shopify

Native OAuth integration with your Shopify storefront. Unified inventory, real-time order sync, and intelligent pricing across your DTC channel and Amazon simultaneously.

Live in Beta
🎵
TikTok Shop

Commerce is moving to social. Symphony extends your agentic layer into TikTok Shop — inventory sync, order management, and performance analytics built for viral commerce velocity.

Q3 2026
🌐
DTC & Beyond

Your own storefront, your own rules. Symphony brings the same agentic intelligence to any DTC stack — Headless, WooCommerce, or custom builds — through our MCP integration layer.

Q4 2026
Sydon Symphony

Not a dashboard.
A decision engine.

Symphony is built on a four-layer agentic architecture where intelligent agents don't just surface insights — they act on them. Every decision is traceable. Every outcome compounds into a trust graph that gets smarter over time.

Symphony Architecture
L4
Application Network
Amazon · Shopify · TikTok · DTC
Channels
L3
Context Model Server
Canonical data · Deterministic logic
CDM
L2
Decision Layer
Agent orchestration · Rule engine
Agents
L1
MCP Server
Tool execution · External actions
MCP
Trust Graph — Every agent decision is logged and scored, building a compounding intelligence layer across your entire commerce operation.
01

Outcome-Driven by Design

Symphony isn't a reporting tool. Every agent is assigned an outcome — protect margin, prevent suspension, maximize sell-through — and takes autonomous action to achieve it.

02

Canonical Data, Zero Chaos

The Context Model Server creates a single source of truth across every channel. No more reconciling Amazon reports with Shopify dashboards with QuickBooks exports.

03

The Trust Graph Compounds

Every decision, every outcome, every anomaly becomes a data point in your trust graph. Symphony gets measurably smarter the longer you run it — a moat that can't be copied.

04

Powered by Claude

Symphony's reasoning layer is built on Anthropic's Claude — giving every agent access to frontier-level intelligence for complex decisions no rule engine could handle.

The Integration Backbone

Nexus.

Every agent in Symphony runs on Nexus — a purpose-built integration and canonical data governance layer that normalizes data across Amazon, Shopify, TikTok Shop, ERPs, 3PLs, and your entire tool stack into a single source of truth.

Nexus is what separates Symphony from a collection of AI features. It's the infrastructure layer that makes every agent's decisions coherent, every data point trustworthy, and every integration reliable at scale.

Canonical Data Model — one schema, every channel
Real-time sync across Amazon SP-API, Shopify, QuickBooks, ShipStation, and 50+ integrations
Agent-safe data access — no agent touches the Application Network directly
Event-driven architecture with full audit trail for every decision
Nexus Integration Layer
Connected Channels
Amazon SP-API
Shopify
TikTok Shop
WooCommerce
Nexus — Canonical Data Model
Data governance · Schema normalization · Event routing
Connected Tools
QuickBooks
ShipStation
EasyPost
Klaviyo
HubSpot
Stripe
Adyen
Razorpay
NetSuite
Keepa
+40 more
Agent Layer · 18 Agents
Account Guardian
Profit Intelligence
PPC Optimizer
Dynamic Pricer
+ 14 more agents across the full commerce stack
The Agent Suite

18 agents.
Every layer of your operation.

From account protection to procurement, each Symphony agent owns a specific outcome — and takes autonomous action to deliver it. No dashboards to check. No tasks to delegate.

Q3 2026 · Featured Agent

Agent Gate The Commerce Gateway

Agent Gate opens Symphony's intelligence layer to any external surface. Google Shopping actions, ChatGPT commerce plugins, voice interfaces, and third-party apps can query and command your Symphony agents through a single secure MCP gateway — making Sydon the agentic backend for the entire commerce internet.

Google Commerce
ChatGPT Plugins
Voice Commerce
Custom MCP Clients
Third-Party Apps
Q3 2026
Now in Beta
● Live

Account Guardian

Monitors 47+ risk factors 24/7. Detects policy drift and listing violations before they trigger suspension.

Never wake up suspended

Profit Intelligence

Strips every fee, ad cost, and return to surface true margin per ASIN. Cross-channel P&L in one view.

Know your real number

PPC Optimizer

Continuously adjusts bids and pauses wasteful keywords based on real-time ACOS and margin data.

Ad spend that converts

Inventory Oracle

AI demand forecasting trained on sell velocity, seasonality, and supplier lead times. No stockouts, no overstock.

Always the right stock level

Listing Builder

AI-generated and continuously optimized listings — titles, bullets, A+ content — tuned to your target keywords and conversion signals.

Listings that rank and convert

Dynamic Pricer

Real-time repricing across Amazon and Shopify based on margin floors, competitor pricing, and Buy Box dynamics.

Win the Buy Box. Protect margin.

Review Intelligence

Monitors review velocity, sentiment trends, and competitor review patterns. Flags issues before they damage ranking.

Protect your brand reputation

Document Intelligence

Upload any commercial document — invoices, purchase orders, bills of lading, supplier contracts — and one intelligent agent extracts, reconciles, and routes every data point into the right workflow automatically.

No more manual document processing
Q2 2026
Q2 2026

Warehouse Manager

Manages physical inventory placement, bin locations, and warehouse flow. Syncs with FBA, 3PL, and owned warehouse operations.

Full warehouse visibility

Fulfillment Manager

Orchestrates fulfillment routing decisions across FBA, FBM, 3PL, and dropship — choosing the optimal path per order based on cost and SLA.

Every order, optimal route

Order Manager

Unified order management across every channel. Handles exceptions, cancellations, and cross-channel inventory allocation automatically.

Zero order chaos
Q3 2026
Q3 2026

Competitor Intelligence

Real-time monitoring of pricing movements, market share shifts, and competitor listing changes across every channel.

Always one move ahead

Sales Tax Agent

Automated nexus tracking, compliance monitoring, and filing support across all US states and international markets.

Compliance without a lawyer

Accountant Agent

Automated bookkeeping, reconciliation, and financial reporting across all channels. Connects directly to QuickBooks and your ERP.

Books that close themselves

Agent Gate

Opens Symphony's intelligence to any external surface — Google Commerce, ChatGPT plugins, voice interfaces, and third-party apps — through a single secure MCP gateway.

Symphony as the commerce internet's backbone

Channel Expansion Agent

Identifies which new channels or markets to enter based on your existing product-market data, margin profile, and operational capacity.

Grow where the data says grow

Customer Intelligence

LTV modeling, repeat purchase patterns, and cohort analysis across DTC and Shopify. Know which customers to win back and when.

Customers that keep coming back
Q4 2026
Q4 2026

Procurement Agent

Automates PO creation, supplier communication, and lead time tracking based on Inventory Oracle signals. Closes the loop from forecast to purchase order.

Supply chain on autopilot

Commerce CLI

A developer-facing command line interface for the entire Symphony platform. Build automations, query agents, trigger workflows, and extend Symphony programmatically.

Symphony for developers
Measured Outcomes

Results sellers actually measure.

Revenue

The next wave of revenue is agentic

Dynamic Pricer captures margin windows your competitors miss. Listing Builder compounds organic rank over time. Channel Expansion Agent opens new markets without adding headcount. Revenue that grows while you sleep.

Operations

Operations cost less when agents run them

Order Manager, Fulfillment Manager, and Warehouse Manager eliminate the coordination overhead that consumes your team. Fewer tools. Fewer errors. Fewer people doing work machines should handle.

Profitability

A waterfall view of every dollar

Profit Intelligence strips every Amazon fee, ad cost, return, and COGS to show true margin per ASIN. The Accountant Agent closes your books. PPC Optimizer protects ad ROI. You finally see the whole picture — not Amazon's version of it.

Strategy

Founders focus on markets, not tasks

When 18 agents handle operations, compliance, pricing, and fulfillment autonomously, founders reclaim the cognitive bandwidth to launch new products, enter new channels, and build the business — not manage it.

The Velaro Vision
Commerce at scale shouldn't require
an army of tools, analysts, and consultants.

It should require one intelligent platform that already knows what to do.

Built by Amazon sellers who lost $500K worth of sleep to preventable problems. Sydon Symphony is the platform we needed — and couldn't find.

Meet the team ↗
— Siddharth Sajja, Founder & CEO, 5R Commerce Solutions
LinkedIn ↗
Agentic, not Assistive
Symphony doesn't surface recommendations and wait for you to act. Agents take action — within boundaries you define — so outcomes happen while you sleep.
Intelligence that Compounds
The Trust Graph captures every decision and outcome, building a proprietary intelligence layer unique to your business. Six months in, Symphony knows your operation better than you do.
Powered by Nexus
Every Symphony agent runs on Nexus — our proprietary integration backbone that governs canonical data across every channel, tool, and workflow. Nexus is what makes Symphony a true OS, not a dashboard.
Custom Agents for D2C Brands
Beyond our 19 core agents, brands can commission custom agents built on Nexus — a Returns Intelligence agent for a luxury DTC brand, an EDI reconciliation agent for wholesale operators. Same backbone, purpose-built logic.
Built for the $100K–$10M Seller
Sophisticated enough for 8-figure operators. Accessible enough for sellers who just crossed $100K and want to scale without scaling headcount.
Infrastructure
Nexus — not just an API wrapper
Nexus governs canonical data across every channel and integration. Every agent reads from and writes to a single governed data layer — making Symphony's decisions coherent and auditable at scale.
Intelligence
Claude as the reasoning core
Symphony's Decision Layer uses Claude for complex multi-variable commerce decisions — the ones no rule engine or simple ML model can handle reliably at scale.
Data
The Trust Graph moat
Every agent decision and outcome is logged into a seller-specific trust graph — a compounding intelligence layer that becomes more valuable with every transaction processed.

The future of commerce
runs on agents.

Join the beta. Work directly with our founding team to shape the platform. 50% lifetime discount for founding members.

Apply for Beta Access — No Credit Card Schedule a Demo
Amazon · Shopify · TikTok Shop · DTC
Intelligence layer Built on Claude · Anthropic
Sydon Symphony is the agentic commerce platform for multi-channel sellers and D2C brands. sydon.ai is the Amazon seller product — in active beta today. Two products, one platform, one intelligence layer.
sydon.ai — Amazon Seller Product ↗ Apply for Beta Access →
Intelligence layer powered by Claude · Anthropic