Model Infrastructure & Observability Platform

Your models are
the products.
Varch is the OS behind them.

Build trading models, AI agents, and decision engines.
Deploy, observe, and scale them on a single platform.

No signal subscriptions. No black boxes. Your models. Your infrastructure.

sub-5ms
Execution latency
99.97%
Platform uptime SLA
Model types supported
100%
Your IP. Always.
The Platform

One platform. Multiple products.

Varch is the infrastructure layer. Each product inside it serves a specific operational domain — all sharing the same runtime, auth, and observability backbone.

Varch Platform
varch.me
Core Infrastructure
Live
📈
RDM Terminal
varch.me/rdm
Soon
📊
Analytics
varch.me/analytics
Soon
🛡️
Risk Engine
varch.me/risk
Soon
XYZ
varch.me/xyz
Soon
🔭
Future Product
varch.me/···
What Varch Provides

The infrastructure your models deserve.

Stop worrying about the plumbing. Focus on your model logic. Varch handles everything underneath.

🚀
Deploy Anything

Upload trading models, AI agents, algo systems, or decision engines. If it runs, Varch hosts it. No framework lock-in.

🔭
Observe Everything

Full-stack observability. Execution traces, latency histograms, decision logs — all indexed and queryable in real time.

📋
Log Every Decision

Immutable decision logs with full replay capability. Know exactly why your model acted the way it did at any point in time.

🔧
Manage at Scale

Multi-model orchestration, version control, rollback, and live parameter tuning — without downtime.

🛡️
Risk-Aware Runtime

Built-in risk gate layer. Define position limits, drawdown thresholds, and kill switches that enforce themselves.

📈
Scale On Demand

Auto-scale execution workers based on signal volume or model load. Pay for what runs, not what sits idle.

How It Works

From model to production in minutes.

01
Build Your Model

Write your trading logic, agent behavior, or decision algorithm in any language or framework you prefer.

02
Push to Varch

Deploy via CLI, API, or the web interface. Varch validates, packages, and provisions your runtime environment.

03
Run & Observe

Your model executes. Every decision, latency spike, and output is captured and surfaced in real time.

04
Iterate Safely

Version your models. Canary deploy. Roll back instantly. Tune parameters without touching production logic.

varch cli — model runtime
# Deploy your model to Varch Platform
$ varch deploy ./my_momentum_model --env production

▸ Validating model manifest...
▸ Building container image... ✓ (4.2s)
▸ Provisioning runtime environment...
▸ Registering observability hooks...
▸ Activating risk gates...

✓ Model deployed successfully
ID: mdl_9xK2mNpQ
Endpoint: varch.me/rdm/models/9xK2mNpQ
Status: RUNNING
Latency: 3.1ms p99

# Observe in real time
$ varch observe mdl_9xK2mNpQ --live

2026-06-28 09:14:22 SIGNAL BUY BIST:GARAN qty=500 confidence=0.87
2026-06-28 09:14:22 EXEC ORDER_SENT → risk gate: PASS
2026-06-28 09:14:23 FILL 500 @ 47.32 slippage=0.04%
2026-06-28 09:15:01 WARN Drawdown approaching 2% threshold
"You're not buying a model.
You're buying the infrastructure
to run your own."

Varch gives you the operating system. What runs on it is entirely yours.

Products

Every product. One platform.

Each Varch product is a purpose-built interface into the same runtime and observability engine.

Analytics
Deep Analytics Engine

Query your model's entire execution history. Build dashboards. Detect drift. Surface regime changes before they hurt.

  • SQL-queryable execution store
  • Custom dashboard builder
  • Statistical drift detection
Explore Analytics →
Risk Engine
Automated Risk Management

Define risk policies as code. Enforce position limits, drawdown caps, and correlation thresholds at the infrastructure level.

  • Policy-as-code risk rules
  • Real-time portfolio stress tests
  • Automatic kill switches
View Risk Engine →
Now accepting early access

Ready to run your models on serious infrastructure?

Request access to the Varch platform. Bring your models. We handle everything else.

Explore RDM Terminal → Read Documentation

No vendor lock-in · Your IP stays yours · Cancel anytime