Warren Data
Fast Compute for Capital Markets

The Bloomberg alternative that runs in your VPC. Sub-millisecond market data, real-time stream processing, and on-premise AI inference — all behind your firewall.

Dragonfly Cache

Multi-core in-memory store delivering 1M+ ops/sec. Drop-in Redis replacement with 30x throughput.

  • Native multi-threading
  • Redis protocol compatible
  • Sub-millisecond latency

Apache Flink

True event-driven stream processing. Compute technical indicators and risk metrics while data is in motion.

  • Exactly-once semantics
  • Event-time processing
  • Stateful windowing

vLLM Inference

PagedAttention architecture serves Llama-3/Mistral at 24x throughput. Zero data egress — models run in your VPC.

  • KV cache optimization
  • Continuous batching
  • Local GPU inference

Built for Institutions, Not Retail

Legacy terminals weren't designed for modern quantitative workflows. Warren Data solves every structural limitation of Bloomberg and Refinitiv.

  • Flat $1,900/month — no per-terminal fees, no API surcharges
  • Deploy on-premise or in your VPC — full data sovereignty
  • Sub-millisecond latency via Dragonfly (vs 50-100ms terminals)
  • Real-time analytics via Flink (vs 5-15min batch delays)
  • Local LLM inference via vLLM (vs cloud API latency + data leakage)
  • Unified global coverage — 30+ exchanges via single API
<1ms
End-to-End Latency
Dragonfly
Cache Layer
Flink
Stream Compute
vLLM
AI Inference

Every Bloomberg Pain Point — Solved

Pain Point #1

Bloomberg:

$24-30K/year per terminal

Warren Data:

$1,900/month flat per seat

Pain Point #2

Bloomberg:

50-100ms terminal latency

Warren Data:

<1ms end-to-end via Dragonfly

Pain Point #3

Bloomberg:

Batch ETL, 5-15min delays

Warren Data:

True streaming via Flink

Pain Point #4

Bloomberg:

No local LLM, cloud only

Warren Data:

vLLM on your GPUs, zero egress

Pain Point #5

Bloomberg:

Vendor lock-in, SaaS only

Warren Data:

Docker containers, your infra

Pain Point #6

Bloomberg:

Regional data gaps

Warren Data:

30+ exchanges, unified API

Built on Battle-Tested Open Source

DragonflyDB
Apache Flink
vLLM
Finnhub

Deploy Warren Data in Your Infrastructure

Early access program open for qualified institutional clients. Source code access. White-glove onboarding. 90-day pilot.

Request Enterprise Access
About Warren Data | Warren