Rixvol Rixvol
Engineering · Data · Automation

Custom data systems,
engineered to operate under load.

Rixvol designs and builds bespoke data infrastructure, automation systems, and real-time intelligence platforms for teams whose product is the data itself.

Discuss your system See solutions
Trusted by engineering teams at
Betting Software Sportsbooks scraping Betting bot development EV+ Arbitrage Crypto trading bots Binance bot Polymarket bot development Kalshi bot development AI integration Web scraping Data mining Data extraction Database development API development API integration N8n Full stack development Back-end development Python
270+
Projects delivered
100+
Unique clients
3.5yrs
Avg engagement length
Solutions

Software systems we build for data-driven operators.

Rixvol delivers each as a bespoke production system - designed for the client's data, latency budget, and operational profile. Not off-the-shelf SaaS.

Sports betting Stadium with crowd at night

Odds Intelligence Systems

Low-latency odds pipelines that capture every market move, normalize the data model, and expose it as clean, decision-ready intelligence for traders and operators.

  • Multi-book capture with millisecond timestamps and strict ordering
  • Normalized pricing model, line history, and market state snapshots
  • Replayable feeds for audits, backtests, and post-mortems
Live markets Trading screens with market data

Arbitrage and EV Platforms

Decision engines that surface EV+, arbs, and pricing inefficiencies in real time, with thresholds and alerting tuned to your latency budget and risk appetite.

  • Real-time matching across books, markets, and derivatives
  • EV scoring against fair-line baselines and consensus feeds
  • Alerting with deduplication, confidence, and cooldowns
Real-time Server racks in a data center

Monitoring and Signal Engines

Streaming detectors that identify anomalies, thresholds, and patterns as they happen, feeding downstream trading, ops, or risk systems without delay.

  • Stream processing with replay, backpressure, and idempotent handlers
  • Custom detectors for drift, anomalies, thresholds, and patterns
  • Signals delivered into ops, trading, and alerting stacks
Quant tooling Laptop showing financial charts and analytics

Custom Quantitative Tooling

Research and execution tooling designed around your data model and workflows, not generic SaaS constraints or mismatched vendor schemas.

  • Unified historical + live data layer with consistent identifiers
  • Clean timestamps, reconciliation logic, and lineage tracking
  • Fast delivery into research, notebooks, and execution stacks
Web scraping Code on a screen - large-scale web scraping

Web Scraping Systems

High-scale scraping that stays reliable despite bot defenses, layout drift, and unpredictable upstream changes.

  • Proxy orchestration, fingerprinting, and anti-block tactics
  • Schema validation, change detection, and diff alerts
  • Recovery from HTML drift, rate limits, and outages
Automation Circuit board representing automation systems

Custom Automation Systems

Workflow automation that replaces manual ops with stable, repeatable systems built for long-running production use.

  • Flows modeled to real business logic and operational constraints
  • Idempotent steps, retries, checkpoints, and audit trails
  • Monitoring, alerts, dashboards, and runbooks included
Why Rixvol

Engineering standards that hold up in production.

Rixvol works as an embedded infrastructure partner - senior, accountable, and structured to behave like an internal team.

01

Production-grade engineering

Built to production standards from the first commit. Typed interfaces, tested boundaries, deterministic builds - no part is "temporary."

02

High-performance architectures

Throughput, latency, and backpressure are designed in, not optimized in afterwards. Architecture follows the load profile your business actually has.

03

Reliability and precision

Idempotency, ordering guarantees, and failure modes are part of the design surface. Edge cases are decisions, not bugs found later.

04

Tailored systems, not off-the-shelf software

Every engagement produces a system shaped to the client's data, constraints, and operational reality. No generic platforms repackaged with new logos.

Built with
Python FastAPI AsyncIO PostgreSQL ClickHouse TimescaleDB Redis Kafka NATS gRPC Polars Docker Kubernetes Terraform OpenTelemetry Grafana Prometheus
Team

A senior team that delivers products end-to-end, from idea to launch.

We take ownership from discovery through build and release, with a senior team shipping the full product.

Vladyslav
Vladyslav
Ceo-Fouder
Anton
Anton
Senior Developer · Team Lead
Oleh
Oleh
Python Developer
V
Vadym
Full-stack Developer · DevOps
What clients say

Trusted by engineering and quant teams.

Selected feedback from operators who run Rixvol-built systems in production.

"

Rixvol rebuilt our market data ingestion layer end-to-end. Latency dropped from 200ms to under 30ms across our priority venues, and we haven't had to touch the system since. They write code we'd be proud to own.

MK
M. Kovalenko
"

We came to Rixvol with a scraper held together by duct tape. They replaced it with infrastructure that runs unattended at four times our previous throughput. Clean handoff - runbooks, observability, the whole thing.

JR
J. Romero
"

They model the problem before they touch the keyboard. That's rare. Our research feed and execution stack now share a single source of truth - a project our internal team had been postponing for over a year.

AS
A. Schroeder
"

Rixvol delivered a real-time signal engine in six weeks that our previous vendor quoted six months for. More importantly, it works in production - not just in a demo. We've extended the engagement twice.

DL
D. Larsen
"

The most senior team we've ever worked with on contract. They flagged failure modes we hadn't considered before writing a single line of code. The system has been running unattended for sixteen months.

PT
P. Tanaka
"

Rixvol built our odds intelligence platform from the ground up. Sub-second ingestion, signal layer, and operator alerting - all production-grade from week one. Long-standing partnership now in its fourth year.

RW
R. Whitaker
Contact

Have a hard data problem?

Tell us what you're building. Whether it's a real-time pipeline, a scraping system at scale, or a bespoke trading tool - we'll come back with a concrete technical view, usually within one business day.

Start a conversation info@rixvol.com