ArNova
ArNova Solutions · Est. 2025 · Gurugram, India

ArNova Solutions. Software Innovation.

ArNova Solutions is a compact, precision-built company delivering expert software solutions including QA automation, fraud intelligence, full-stack development, and custom software products. Every system is automated, evidence-backed, and production-grade.

35+
Projects Built
150+
Defects Logged
70%
Time Reduction
95%
Resolution Rate
QA Automation Fraud Detection Python · Selenium Billing Software REST API Testing Full-Stack Dev AWS S3 GitHub Actions CI/CD Node.js · Express Compliance Testing Extension Monitoring ArNova Solutions QA Automation Fraud Detection Python · Selenium Billing Software REST API Testing Full-Stack Dev AWS S3 GitHub Actions CI/CD Node.js · Express Compliance Testing Extension Monitoring ArNova Solutions

Built By One. Wired For Many.

A compact company with extreme depth — every product, tool, and system ships with precision.

ArNova Solutions is a maximum-output technology company — QA Automation, Systems Development, and Intelligence Engineering with years of production-grade delivery.

Every project here is live on the web, every automation script runs in production, and every fraud detection tool has caught real violations. ArNova doesn't prototype — it delivers.

From billing software to browser extension compliance frameworks, from e-commerce platforms to real-time clickjacking detectors — ArNova covers the full stack of software intelligence.

The mission: build systems so automated, so reliable, so intelligent — that they run themselves. Businesses connect with ArNova for better product delivery, faster QA cycles, and fraud-free operations.

// FOUNDER PROFILE

RoleSoftware Engineer
ExperienceHands - On
LocationGurugram, India
Tools Shipped17+ Automation Tools
Coverage94% Test Coverage
Status● Open to Collaborate

Services & Expertise

End-to-end delivery across QA, automation, fraud intelligence, and full-stack development.

🤖

QA Automation

Full Selenium-Python frameworks: login flows, pagination, filtering, report generation, cross-browser regression — 94%+ coverage.

SeleniumPythonGitHub ActionsCI/CD
🛡️

Fraud Intelligence

Behavioral analysis detecting affiliate fraud, coupon manipulation, clickjacking, adware injection, and extension violations.

ClickjackingAdware HuntRedirect Map
🌐

Full-Stack Development

Live production apps: e-commerce, chat, URL intelligence, blogs, property listings — all shipped with Node.js + MongoDB.

Node.jsMongoDBExpressSocket.IO
📮

API Testing

REST endpoint validation: status codes, payloads, data contracts, schema checks — automated across environments via Postman.

PostmanREST APIJSON Schema
☁️

Cloud & DevOps

AWS S3 upload pipelines, GitHub Actions CI/CD, automated deployment, scheduled script execution — zero manual operation.

AWS S3GitHub ActionsPython
📊

Data & Reporting

Automated dashboards, Excel pipelines, and live data feeds — your numbers, always current, zero manual work.

DashboardsExcel AutoLive Data
🎨

Website Design

Premium, fast websites for any business — salons, restaurants, agencies, portfolios, startups. Mobile-first, modern, live in days.

UI/UX DesignMobile-FirstFast Delivery
💅

Beauty & Lifestyle

Salons, spas, makeup artists, fitness studios — websites that look as premium as your services, with booking systems built in.

Salon SitesBookingGallery
⚙️

Any-Workflow Automation

Tell us what your team does manually every day — invoicing, follow-ups, reports, data entry, social posts — we automate it forever.

Any BusinessZero ManualScheduled

Ongoing Products

Real software. Real problems solved. Shipped and actively developed.

✓ Live & Deployed 💰 COMMERCIAL · ₹14,000 ONE-TIME ArNova Product

🧾 ArNova Billing Software

Stop Losing Money to Manual Billing.

A complete offline billing system for clinics, shops & businesses. Professional PDF invoices, patient records, advance & due tracking, Excel reports — all in a single EXE. No internet. No subscription. Forever yours. Already deployed at The PhysioRehab, Jaipur.

  • 6 fully integrated modules — Invoice, History, Patients, Catalogue, Settings, PDF Generator
  • Auto advance & due settlement — tracks every rupee per customer across all bills, zero leakage
  • Professional A4 PDF invoices with clinic logo, itemised table, discount, Amount in Words (Indian system — lakhs & crores)
  • 4-table SQLite database with PRAGMA indexing, atomic transactions, auto-migration on upgrade
  • Multi-search & autocomplete — live search across name, mobile, and customer ID simultaneously
  • Excel export with styled headers, borders, auto column widths — exports exactly what's filtered
  • 2,950+ lines of code · 130+ functions built · Single portable EXE via PyInstaller
  • Runs on any Windows PC — no Python, no installation, database auto-stored next to the file
MOST POPULAR
₹14,000
ONE-TIME · LIFETIME LICENSE
vs ₹2k–5k/mo SaaS = saves ₹1.2L in 5 yrs
✓  All 6 modules
✓  Custom clinic branding
✓  Same-day setup
✓  3 months support
✓  100% offline & private
Also: ₹12,000 referred · ₹3,000/yr AMC
📱 WhatsApp for Demo
// BUILT FOR
🏥 Physiotherapy Clinics 🦷 Dental Clinics 💆 Wellness & Spa 🛒 Retail Shops 🎓 Coaching Centres 🔧 Service Centers 🏢 Any Small Business
Python PyQt6 SQLite3 PyQt6 WebEngine openpyxl PyInstaller · Single EXE HTML5 + CSS3 PDF Windows · Offline
✓ Live in Production

🛡️Monitoring Dashboard

A full-scale affiliate fraud intelligence platform — built entirely from scratch. Real-time monitoring across browser extensions, brand sites, affiliate networks, and VM servers. Every violation is captured, scored, and exportable.

  • 9-card KPI system with week-over-week trend analysis and anomaly spike detection
  • Affiliate ID Swap Detector — catches extensions hijacking merchant publisher IDs in real-time
  • Affiliate Fingerprint Engine — clusters injected IDs across extensions to expose coordinated fraud rings
  • Network × Brand heatmap matrix — click any cell to filter records to that exact combination
  • Publisher Intelligence Table — ranks injected pub IDs by extension count, brands hit, coupon site source
  • Extension Risk Scoring — composite score: brands × avg violation weight × log(findings)
  • Coupon Site Attack Surface — maps which coupon/cashback sites trigger affiliate injections
  • VM Adware Monitor — live server status, browser breakdown, adware timeline per VM
  • Unified Evidence Viewer — screenshot gallery, inline video player, SAZ network log iframe
  • Excel export for every table: records, risk report, brand summary, VM adware
  • Live API integration — server status, VM adware, running tasks
// DASHBOARD STATS
KPI Cards9
Chart Types10+
Intelligence Tables7
Nav Tabs4
Live API Endpoints3
Excel Exports4
Evidence Types📸 🎬 🌐
StackJS + Chart.js
↗ View Live Dashboard Request Demo
Affiliate Swap Detection Fraud Fingerprinting Risk Scoring Engine Network × Brand Matrix SAZ Log Viewer VM Server Monitor Anomaly Detection Publisher Intelligence Coupon Site Mapping Evidence Modal (Video/Screenshot/SAZ) 4× Excel Export Live API — Integration
✓ Live & For Sale 💰 COMMERCIAL · $49 ONE-TIME

🔔 Notification Manager

A portable Windows utility that reads directly from the Windows Notification Database and silently auto-dismisses every app not on your whitelist — every few seconds, forever. No install, no service, no subscriptions. Just drop the EXE and run.

  • Reads directly from wpndatabase.db — the actual Windows notification store, no screen-scraping
  • Smart XML parsing with BeautifulSoup — decodes UTF-16LE payloads, extracts title, subtitle, attribution
  • Whitelist-based: two plain text config files, one app name per line, case-insensitive fuzzy matching
  • Uses .NET 8 helper to call the real Windows dismissal API — no fake clicks or AutoHotkey
  • Fully portable PyInstaller EXE — no Python runtime, no installation, works on any Windows 10/11
  • Configurable loop interval (default 15s) — always watching, near-zero CPU and memory usage
$49
ONE-TIME · NO SUBSCRIPTION
✓  Portable EXE
✓  Windows 10 & 11
✓  No installation
✓  Lifetime updates
✓  No telemetry
⬇ Get it — $49
Python .NET 8 Windows Notification API SQLite · wpndatabase.db BeautifulSoup · XML Parsing PyInstaller · Portable EXE
✓ Production Tested

Dashboard Analytics

Compliance analytics dashboard — tested with 200+ cases, 45+ critical defects resolved. Real-time data integrity, filter accuracy, and cross-browser compatibility.

  • 200+ test cases: functional, UI/UX, integration
  • Automated dashboard validation via Selenium
  • Excel-based compliance reporting (70% time saved)
✓ Production Deployed

Browser Extension Compliance

Automated detection of policy violations across Chrome, Edge, and Firefox. Extracts metadata, permissions, and behavioral patterns at scale.

  • 25+ non-compliant extensions identified
  • Cross-browser: Chrome / Edge / Firefox
  • Prevents security breaches before deployment

Shipped & Live

Real products, live on the web. Each one shows what we can build for your business — connect with us to start yours.

Netlify Render GitHub
01 · FRAUD INTEL

Fraud Intelligence Dashboard

A live monitoring platform that tracks KPIs, flags suspicious activity, and scores risk automatically — your ops team sees what matters, in real time.

JavaScriptChart.jsREST API
↗ Live ⌨ GitHub → Want this? Connect
02 · COMMERCIAL

Notification Manager $49

Windows EXE that reads wpndatabase.db and silently kills unwanted notifications. .NET 8 + Python + PyInstaller.

Python.NET 8Windows APIPyInstaller
↗ Live ⌨ GitHub → Want this? Connect
03 · E-COMMERCE

E-Commerce Store

A complete online store — product listings, cart, checkout, and order tracking. Ready to sell from Day 1, built specifically for your brand.

JavaScriptDummyJSON APIHTML/CSS
↗ Live ⌨ GitHub → Want this? Connect
04 · STREAMING

Media Streaming Platform

A branded streaming app — search, browse, play, with real-time content loading. Great for music labels, media brands, or entertainment businesses.

JavaScriptMusic APICSS
↗ Live ⌨ GitHub → Want this? Connect
05 · REAL-TIME

Live Chat System

Real-time chat for your product — customer support, team rooms, or community spaces. Instant messages, live presence, works on any device.

Node.jsSocket.IOExpress
↗ Live ⌨ GitHub → Want this? Connect
06 · INTELLIGENCE

URL Intelligence Shortener

Branded short links with full analytics — who clicked, when, from where, which pages they hit. Built for marketing campaigns that need real data.

Node.jsMongoDBExpress
↗ Live ⌨ GitHub → Want this? Connect
07 · PLATFORM

Property Listing Platform

A marketplace for properties, rentals, or services — full listings, search, filters, and booking management. Your own platform, your own brand.

Node.jsEJSMongoDB
↗ Live ⌨ GitHub → Want this? Connect
08 · BLOGGING

Blog & Content Platform

A full CMS — write, publish, manage posts with a clean editor. Perfect for businesses that want to own their content without paying for Substack or Medium.

Node.jsExpressMongoDB
↗ Live ⌨ GitHub → Want this? Connect
09 · MONITOR

Server Monitor Tool

An admin dashboard to track your servers, manage entries, and keep operations visible — access-protected, built for internal production teams.

Node.jsExpressAdmin Auth
↗ Live ⌨ GitHub → Want this? Connect
10 · UTILITY

Redirect & Link Monitor

Automatically tracks every redirect hop across your domains — catches broken links, unauthorized redirects, and destination changes before your users do.

PythonSeleniumLogging
⌨ GitHub → Want this? Connect
11 · BILLING

Billing Software Custom Pricing

A complete offline billing system — PDF invoices, payment tracking, database, Excel export. Delivered as a single-click EXE. Built for clinics, shops, and service businesses.

PythonPyQt6SQLitePyInstaller
↗ Live ⌨ GitHub → Want this? Connect
12 · MINI APPS

Frontend Mini Projects

To-Do App, Bat Ball Stump Game, Student Feedback Survey, Registration Form — all live with localStorage persistence.

HTMLCSSJavaScript
↗ To-Do ↗ Game ↗ Survey → Want this? Connect
12
Total Projects
5
On Netlify
5
On Render
14
GitHub Repos
$49
Commercial Product

Scripts That Run Themselves

Every repetitive task gets automated. These scripts run silently, require zero manual input, and solve real daily problems.

SCRIPT · 01

Keyword Shortcut Assistant

AI-powered personal launcher — type any custom keyword and it instantly opens any app, folder, or file on your system. Replaces the entire Windows search workflow with one smart command.

PythonKeyword EngineWindows
SCRIPT · 02

Server Bridge — Services Layer

Bidirectional data pipeline — pulls output from remote servers and feeds it as input to running systems. Takes output from those systems and pushes back to servers for storage, processing, and continuation. Keeps the loop alive with zero manual intervention.

PythonREST APIServer Bridge
SCRIPT · 03

SR Closed — Screenshot Click Engine

Handles extension popups that are undetectable via DOM — takes real-time screenshots, identifies popup positions through image analysis, and performs precise clicks for accurate affiliate tracking. Built for edge cases that Selenium can't reach.

PythonScreenshotImage AnalysisClick Automation
SCRIPT · 04

HrMates Punch In/Out Engine

Fully automated attendance system for the HrMates dashboard — logs in, punches in at start of day, punches out at end, zero manual clicks. Runs on schedule via GitHub Actions or on-demand via batch file.

PythonSeleniumGitHub ActionsScheduler
SCRIPT · 05

Video Timer & Speed Boost

Real-time video overlay tool — adds a live countdown or elapsed timer positioned left or right on screen during video playback. Also controls video speed dynamically — speed up, slow down, reset — all on demand without touching the player UI.

PythonOverlayVideo APIReal-time
SCRIPT · 06
✦ ApplyAI 4 modules · Full pipeline

Automated Job Application Engine — from LinkedIn post to sent email

Paste a LinkedIn job post → AI extracts recruiter name, company & email → analyzes JD against real verified skills → generates a tailored, honest email → self-verifies for hallucinated skills (retries 3x, scrubs manually if needed) → sends via Gmail SMTP with resume auto-attached. Zero manual steps.

// ai_generator.py
OpenRouter API (arcee-ai/trinity)
JD vs skills match scorer (0–100%)
Partial match map (Jenkins→GH Actions)
Self-verification loop — 3 retries
Forbidden skills regex scrubber
Greeting fixer + sign-off enforcer
// main.py — Tkinter UI
Dark theme GUI (BG #0f1117)
Match score bar + skill pills
Gap analysis panel (missing/partial)
Tabbed output: Email + LinkedIn DM
Word count · 4-step progress log
Confirm dialog → Gmail send
// resume_parser.py
pdfplumber + python-docx
Broken line / mid-sentence fix
UTF bullet symbol cleanup
PDF line-wrap hyphen removal
// email_sender.py
Gmail SMTP · TLS · smtplib
Auto-detects resume in folder
MIME multipart with attachment
.env credentials (never hardcoded)
PIPELINE STATS
4
Python Modules
Self-Verify Retries
0
Manual Steps
100%
Honest Output
// WHY THIS IS DIFFERENT Most AI email generators blindly trust the model output — if the AI hallucinates "Java" or "Docker" in your email, you won't know until the interviewer asks you about it. ApplyAI has a built-in honesty verification layer: after every generation, it regex-scans the output against a hardcoded forbidden skills list, retries with escalating prompts if violations are found, and manually scrubs if 3 attempts still fail. The email that gets sent is always factually accurate to the candidate's real resume.
Python Tkinter OpenRouter API arcee-ai/trinity-large pdfplumber python-docx smtplib · Gmail SMTP dotenv regex · MIME
SCRIPT · 07

Dashboard Reconstruction Engine

Intercepts live API calls, rebuilds dashboard data with custom filters and validations, exports directly to formatted Excel. Reconstructs any dashboard's data independently without needing UI access.

PythonREST APIExcelPandas
SCRIPT · 08

Cloud Upload Automation

High-speed API-based file uploads to AWS S3 — optimised bandwidth, parallel uploads, automated pipeline integration. Runs as part of larger data pipelines with zero manual file management.

PythonAWS S3APIPipeline
SCRIPT · 09

Excel Comparison Engine

Compares two Excel datasets — extracts unique values, common values, and differences between them. Clean structured Excel output with colour-coded results. Built for weekly compliance data validation.

PythonPandasopenpyxlExcel
SCRIPT · 10
✦ Vizula v2 OpenCV · pygame · ffmpeg v2 · 13 improvements

Vizula — Cinematic Slideshow Engine — images + music → MP4

Loads a folder of images, plays synchronized background music via pygame, renders 4 cinematic transitions per image (randomly selected per slide), records every frame at 24fps, then exports a finished MP4 with music baked in — via ffmpeg (primary) or moviepy (fallback). Precise start/duration control, frame-accurate recording, zero editing software needed.

// 4 TRANSITIONS (v2 fixed)
Fadecv2.addWeighted alpha blend
Slide — direction randomized left/right per image
Zoom — bounds clamped (max/min), crop resized back to (w,h) — crash fix
Rotate — src switches prev→new at 50% through rotation — smoother
// PRECISION TIMING (v2)
_max_frames = max_seconds × fps
Frame-count limit — immune to waitKey timing jitter
SLIDESHOW_START_SEC — skip to any timestamp
SLIDESHOW_DURATION_SECS — stop after N seconds
set_pos(start_sec) — audio synced to skipped offset
Milestone log every fps frames ("Xs recorded")
// ScreenRecorder
MJPG AVI temp write (fast, frame-safe)
threading.Lock on every frame write
ffmpeg → H.264 + AAC 192kbps + volume=2.0
moviepy fallback (identical quality settings)
Temp AVI auto-deleted after merge
// AUDIO + CONTROLS
pygame live playback · 44100Hz · 16-bit
SPACE pauses music + display together
mp4→mp3 auto-convert via ffmpeg
Audio looped if video longer than song
pygame.get_init() safe cleanup on exit — v2 fix
// v2 KEY UPGRADE v1 used wall-clock time for recording limits — susceptible to drift from cv2.waitKey jitter. v2 switches to frame-count based precision: _max_frames = max_seconds × fps — the output video is always exactly the requested duration, regardless of system load or rendering speed. Zoom transition crash on edge crops and rotate crossover artifact both fixed.
ENGINE STATS
4
Transition Types
24fps
Frame-Accurate
CRF 18
Near-Lossless
13
v2 Improvements
Python OpenCV NumPy pygame ffmpeg subprocess moviepy fallback H.264 · AAC · MP4 threading.Lock MJPG VideoWriter
// PHILOSOPHY:  If a task takes a human more than once — build a system to do it forever.

We Can Build This For You

Any business, any workflow. Tell us the problem — we build the system. Here's a taste of what's possible.

💅

Salon / Spa Website

Premium booking site with service menu, gallery, online appointments, and WhatsApp integration. Clients book while you sleep.

// WHAT YOU GET Online booking calendar · Service & pricing page · Photo gallery · WhatsApp click-to-chat · Mobile-perfect design
→ Build Mine
🍽️

Restaurant / Food Business

Digital menu, table reservation, online ordering, and delivery tracking — the full restaurant experience, online.

// WHAT YOU GET Digital menu with photos · Table booking form · Online order system · WhatsApp order alerts · Google Maps embed
→ Build Mine
📋

Invoice & Billing Automation

Stop making invoices manually. Auto-generate PDFs, track payments, send reminders, export to Excel — all on schedule.

// WHAT YOU GET Auto PDF invoices · Payment due tracker · Email reminders · Excel export · Client database · Single-click EXE
→ Build Mine
📧

Email / Follow-Up Automation

Never manually follow up again. Auto-send welcome emails, payment reminders, appointment confirmations, and check-ins on a schedule.

// WHAT YOU GET Welcome sequences · Payment reminders · Appointment confirmations · Re-engagement emails · Fully scheduled
→ Build Mine
📊

Business Reporting Bot

Auto-pull your sales, inventory, or operations data every day and deliver a clean report to your inbox — formatted exactly how you want it.

// WHAT YOU GET Daily / weekly reports · Excel or PDF · Email delivery · Dashboard view · Zero manual data collection
→ Build Mine
🤖

Custom Automation — Any Workflow

You name the task. If your team does it more than once, we automate it — no matter the industry, platform, or complexity.

// EXAMPLES Social media posting · Inventory sync · WhatsApp notifications · Lead capture → CRM · Attendance logging · File management
→ Tell Us Your Workflow
Not sure what you need?

Just describe what your business does and what's slowing you down. We'll figure out the solution.

💬 Let's Talk

Tools of the Trade

Core competencies built through production deployments — not tutorials.

Automation

Selenium WebDriver 95%
Python 90%
GitHub Actions 82%
Framework Design 85%

🧪 QA & Testing

Manual Testing 95%
API Testing (Postman) 90%
JIRA / Bug Lifecycle 90%
SQL Validation 78%

🌐 Full-Stack

Node.js / Express 82%
JavaScript 80%
MongoDB 75%
HTML / CSS 88%

☁️ Cloud & Tools

AWS S3 78%
Web Scraping 88%
Pandas / Excel 82%
PowerShell 70%

Tools & Technologies

Every tool is chosen for one reason — it gets the job done in production, not just demos.

// Automation & Testing
🐍Python
🤖Selenium
🎭Playwright
📮Postman
⚙️GitHub Actions
🔄CI/CD Pipelines
// Full-Stack Development
🌐Node.js
Express.js
🍃MongoDB
🔌Socket.IO
🎨HTML / CSS / JS
🖥️PyQt6
// Data & Cloud
☁️AWS S3
🗃️SQLite / SQL
📊Pandas
📋Excel / openpyxl
🌐Netlify / Render
🤖AI APIs (OpenRouter)

Behavioral Intelligence Lab

12+ specialized tools — detecting, mapping, and exposing affiliate fraud, coupon manipulation, SERP hijacking, and extension behavioral anomalies. All automated. All evidence-backed.

LAB · 01

Clickjacking Detection Framework

Collects 10–20 pages of URLs per keyword, visits each domain, simulates clicks, detects hidden redirections and notification abuse traps. Built from AK_Clickjacking_Wpn.

LAB · 02

Inline Adware Hunting System

Searches adware keywords across engines, scrapes sponsored links, visits each landing page, checks keyword matches — full screenshot evidence output. Source: Adware Hunting.

LAB · 03

Coupon Site Scraper + Network Mapper

Scrapes all brand listings from coupon sites, follows every redirect to expose which affiliate network is running behind each coupon. Source: Couponsite Scrapping + Coupon Site Crawler.

LAB · 04

Web Extension Behavior Monitor

Tests browser extensions across brand sites to detect injected cashback popups, discount overlays, and click-hijacking during active sessions. Source: Web_Extension_Scrapping + ExtensionScraper.

LAB · 05

SERP Modification Checker

Detects when browser extensions modify Google/Bing search results — injecting ads, swapping links, or altering organic rankings. Source: Check Serp Modification by Ext.

LAB · 06

SERP Link Extractor

Extracts all links from search engine result pages for a given keyword — feeds directly into the adware and redirect detection pipeline. Source: Link_Extractor_From_SERP.

LAB · 07

Typosquatting / Domain Redirect Tracker

Opens typo and tracking domains one by one, follows every redirect chain, logs each hop until the final affiliate destination is confirmed. Source: Typo Sqotting.

LAB · 08

Extension Popup Injector Detector

Detects when extensions inject popup overlays — cashback prompts, discount banners, notification traps — into brand pages during live sessions. Source: Ext popup Code.

LAB · 09

Unique Advertiser ID Analyzer

Groups and ranks advertiser/merchant IDs being targeted across networks and brands — maps the full attack surface per advertiser. Source: unique advertiser code.

LAB · 10

VM Wise Adware Tracker

Tracks which adware extensions are installed across which VMs and browsers — feeds the Dashboard VM Adware tab via live API. Source: VmWiseAdwareAdd.

LAB · 11

Honey Notification Trap

Monitors and traps abusive notification push patterns from adware extensions — identifies notification abuse campaigns in real time. Source: Honey Notification.

LAB · 12

Dashboard Data Server

Backend data pipeline that feeds the Analytics compliance dashboard — scrapes, processes, and structures findings for reporting. Source: Dashboard_data_server.

12+ Lab Tools
35+ Total Project Folders
100% Automated & Evidence-Backed
Built at Virus Positive Technologies · Dec 2023 – Present

The Process

Every engagement follows the same discipline — understand, design, build, ship, monitor. No shortcuts.

01

Discovery

Understand the problem — automation gap, fraud pattern, or product requirement. Define scope and constraints clearly.

02

Architecture

Design the system — choosing the right stack, data flow, automation triggers, and edge case handling upfront.

03

Build

Write clean, documented, production-grade code. Every feature tested. Every edge case covered. No prototype quality.

04

Deploy

Ship to production — cloud deployment, CI/CD pipelines, zero manual operation on Day 1.

05

Monitor

The system runs itself. Automated alerts, scheduled reports, and continuous improvement cycles keep it production-fit.

Real-Time Fraud Feed

Simulated live output of the fraud detection pipeline — signals, clean sessions, and accuracy in real time.

LIVE FRAUD SIGNALS

Detection Dashboard

0
Blocked
0
Clean
0%
Accuracy
Fraud Signals Clean Sessions ↻ Updates every 2s  ·  Simulated live data

// Ready to Build?

Let's Automate Your Entire Workflow.

Looking to create something new? Whether it's a QA challenge, affiliate fraud problem, billing software, or a full software solution from scratch — ArNova delivers it production-ready. Connect directly with us today.

35+
Projects Shipped
150+
Bugs Caught
70%
Time Saved
₹14k
Software Sold

Let's Build a Solution

Ready to create software? Whether it's a QA challenge, a fraud detection problem, billing software integration, or building a custom ArNova Solution end-to-end — we deliver. Reach out directly to start.