1/7

AI/Automation ConsultingthatSpeaks Business

We build custom Tools for real businesses. Measurable results.

20,000+ lines83% time savedLLM engineeringReal-time processingWeb automationMulti-industry4-week deliveryDatabase architectureEnterprise securityPython · JS · SQLCustom CRM systems
$300K+
ROI delivered
Trusted by
Startups to
F500
clients
~50%
Avg. workflows automated
Start a ProjectPast Works
2/6

How We Help

01

Automation Discovery

hover to expand
Map your workflows to find repetitive tasks and bottlenecks
Prioritize opportunities that deliver measurable ROI
02

Honest Assessment

hover to expand
Evaluate whether AI, automation, or simpler tooling fits
We'll tell you upfront if you don't need us
03

ROI-Driven Delivery

hover to expand
Every project targets measurable returns—time, cost, or revenue
If it doesn't pay for itself, we don't build it

We learn your operations first-hand. With Consulting, Finance, and PM roots—we speak business, not just code. Your ROI is our metric.

Ship + 1-month supportOr ongoing partnership1-3 months typical
3/6

Selected Work

01

AI-Powered Headhunting Automation

Full-stack recruitment automation—multi-threaded scraping, LLM filtering, automated outreach—20+ candidates/minute.

MANUAL PROCESS~5 candidates/min/personClient RolesAgentBrowseReviewContactSourcerWITH AUTOMATION100+ candidates/min/personClient RolesWeb AutoAI FilterResultsReviewOptionalContactSourcerBeforeAfter5hrs→30minper role sourcingBetter tools, same team—more clients, less stress$50K+/monthManhunt
PythonMobXLLM (Prompt Engineering)APIPlaywrightDatabase
02

S&P CLO Pricing Platform

Mission-critical pricing platform for S&P Global's CLO business, supporting millions in annual revenue.

PythonVBAExcelQuantitative Modeling
Enterpriseadoption·$XXM+revenueannually
03

Hedge Fund Tender Offer Filter

Automated screening tool for hedge fund IPO selection—83% faster than manual analysis.

30min
→
5min
ExcelVBAData Analytics
30min→5min·83%timereduction
4/5

Who We Are

2022

Hedge Fund Filter

Confidential

IPO screening tool

83% time saved
2023

CLO Pricing Platform

S&P Global

Enterprise pricing system

Enterprise adoption
2024

Website & Social Bot

Rumoir

Full-stack web + automation

Full-stack delivery
2025

AI Headhunting System

Golden Wings Talent Acquisition

LLM-powered recruitment

$50K+ ROI

Lean Team, Real Results

Founder-led with finance & tech roots

Business-first thinking

We understand operations before writing code. Finance background means we speak ROI, not just features.

Selective by design

We turn down projects that won't deliver value. If automation isn't the answer, we'll tell you.

Modern tooling

Actively learning and applying the latest in AI and automation to deliver faster, smarter solutions.

Team with experience across EU, US, and Asia. We understand cross-border business.

6/6

Let's Work Together

Have a project in mind? Let's talk about how automation can help your business.

Get in Touch