Systems Engineering Studio

Your Data Hides
Money. We Find It.

Most companies bleed $50k+ in hidden waste. We audit your systems, expose the leaks, and hand you a forensic report—not consulting theater.

We Don't Guess.
We Decode.

Anvilon exists at the intersection of code and commerce. We combine elite software engineering with real-world market intelligence.

Native iOS Development + Data Architecture + Ruthless Automation.

The result? Systems that grow your business while you sleep. No meetings. No decks. Just code that works.

Stable Code
Data Backed
Growth Focused

Studio Leadership

Ruzilia Kalyon
Ruzilia Kalyon

Director of Strategy

Ex-Magnit & Henkel Logistics. Translates warehouse chaos into audit targets. Writes the "Operational Bottlenecks" section of every forensic report.

ruzilia.com →
Huseyin Ongan Aydogdu
Huseyin Ongan Aydogdu

Market Intelligence

FMCG & E-commerce analytics (London). Benchmarks your pricing, inventory turns, and CAC against industry standards.

ongan.uk →
Birkan Kalyon
Birkan Kalyon

Full-Stack & Data Engineering

Native iOS (Waymind, Covenant Fuel) + Python data pipelines. Turns messy CSVs into executive dashboards.

birkan.us →
Operations: Salem, NJ
Est. 2024

How We Work

Start with a forensic audit. Upgrade to automation. Graduate to custom apps. Most agencies talk. We ship.

Most Popular
THE ENTRY POINT

Forensic Systems Audit

Fixed Scope

You're bleeding cash. We find where. 30-40 hours of forensic analysis. One-time fee. Zero ongoing commitment.

AUDIT REQUIRED

Automation Dashboards

Project Based

Build once. Run forever. We turn audit findings into live dashboards and automated workflows that work while you sleep.

ENTERPRISE ONLY

Custom Applications

Custom Quote

Native iOS apps and robust data pipelines for enterprise clients. When you need more than a dashboard.

Flagship Solutions

Before we build, we analyze. Here's what happens when analysis meets execution.

View All Projects
LIVE SIGNAL
TSLABULLISH 0.74
NVDABULLISH 0.81
AAPLNEUTRAL 0.51
METABEARISH 0.62
3,800+ videos · 23 channels · updated live
Not investment advice — informational sentiment data only
Financial Intelligence API

Voltara Signal

We watch 23 YouTube finance channels around the clock. 3,800+ transcripts indexed, AI-extracted sentiment per ticker, with every directional call scored against the actual market-adjusted return. Query any stock and get the signal — in milliseconds.

FastAPINLP PipelineLive on RapidAPIPostgreSQL

Independently re-verified: a separate study across 17,397 videos and 14,065 directional calls reached the same conclusions we publish on our own accuracy page — two independent measurements, same result.

27,564 POSTS TESTED
Apr 3, 2025 · tariff post-6.69%
Apr 8, 2025 · tariff post+14.76%
Apr 9, 2025 · tariff post-5.06%
Same week. Same topic. Opposite directions.
Magnitude was predictable. Direction never was.
Research Note

President Politics

We scored 27,564 presidential social posts and matched them against Mag7 price reactions since 2022. Most posts move nothing. The ones that do — tariff threats, 2025 only — predict how hard markets will move the next day. They never predict which direction. We test the claim, and we publish it even when the answer is no.

27.5K posts scoredNegative results published2022-2026

Built From The Road

Independent · Owner-Operator Tool
Built ByA Working Driver
UsersSmall Driver Group
Optimization TargetFuel Margins
Field-Tested, Not Focus-Grouped

Covenant Fuel

A fuel-margin decision tool built from the driver's seat — literally. One of our founders spent time driving professionally and built this native iOS app and web dashboard to solve his own refueling decisions on the road. A small group of fellow drivers use it too now. No client, no contract — just a real problem we lived with daily.

Native iOSFuel LogicPWA Dashboard
Waymind App Mockup
Navigation & Logistics

Waymind

A high-performance native iOS utility for spatial visualization. Built with pure Swift and MapKit, it provides zero-latency distance analysis while keeping 100% of user data private on the device. No cloud. No leaks.

SwiftUIMapKit2.4 MB BinaryNative
Live Simulation
20242100
Anvilon Data Division

Project Vitality

Beyond the noise of daily headlines lies the signal of long-term survival. We built a real-time demographic engine to simulate the "Great Filtration" of the 21st century.

ReactRechartsPredictive Modeling

CanAuto Group

Legacy Client • Since 2018
Digital InfrastructureOptimized
Automotive Infrastructure

Digital Fleet Core

Our longest-standing partnership. We engineered the complete digital backbone for CanAuto Group and CanAuto Care, unifying retail showrooms and service centers into a single coherent web ecosystem.

Web InfrastructureSEO EngineeringService Branding