PLUS8SOFT

We built an AI that detects money laundering. And we're giving it away for free. Three years ago, when we started building software for fintech clients, I kept hearing the same thing from compliance teams: "Our current system flags 50,000 alerts a month. My analysts review 2% of them. We know we're missing real cases - we just don't have time." That stuck with me. Financial crime drains trillions from the global economy every year. Yet most mid-market banks and fintechs still can't access enterprise-grade AML technology. The cost is brutal, integration drags on for a year, and that's after the 6-month sales cycle. So we built something different. Introducing PLUS8SOFT AML Detection Pipeline (Community Edition). A production-ready Python ML pipeline for detecting suspicious financial transactions. Free. Open source. Apache 2.0. We spent 6 months just on the graph module. Early versions kept missing layered transactions through shell accounts. It took several iterations to catch them reliably. What's inside: ▸ Graph-based transaction analysis (NetworkX) to surface hidden network patterns ▸ Correlation-driven feature engineering to cut noise ▸ Three ML models out of the box: RandomForest, XGBoost, LightGBM ▸ Automatic best-model selection based on your data ▸ F1 score of 0.92 on benchmark datasets (95% recall) For teams that need more - production SLAs, custom integrations, dedicated support - we offer an Enterprise Edition. This is the tool I wish we had when we started. If it saves one compliance team from triaging 50,000 false alerts a month, it was worth building. Compliance and risk teams - I want to hear from you: What's the biggest gap in your AML stack right now: false positives, integration time, cost, or something else? Drop your #1 pain point in the comments. We're prioritizing the next release based on what we hear this week. ⭐ Star the repo if useful - link in the first comment. Enterprise: sales@plus8soft.com #AML #FinCrime #RegTech #OpenSource #FinTech #Compliance

PLUS8SOFT wins Gold among 3,700+ companies at the 24th Annual American Business Awards! We earned a Gold as Tech Startup of the Year (Services), presented by The Stevie® Awards. This prize means a great deal to us. It reflects the trust our clients place in us and the dedication of every person on our team. For our clients and our team - thank you for making it happen. 🏆 #Plus8Soft #TheStevieAwards #StevieWinner2026 #TechStartup

Your AI coding assistant has a secret: it doesn't understand your JavaScript. GitHub Copilot, Claude, Cursor — they all work dramatically better with TypeScript. Why? Because types are how AI models understand your codebase. Without them, every suggestion is an educated guess. Research shows 94% of compilation errors in LLM-generated code are type-check failures. TypeScript catches those before you even hit the run button. But that's just one piece of the puzzle. The real story of 2026 is that TypeScript is no longer a choice and became the default:  40% of developers write exclusively in TypeScript (State of JS 2025 Survey - up from 34% the year before)  Adoption grew from 12% to 37% in seven years (JetBrains Dev Ecosystem 2024) Every major framework ships TypeScript-first (Next.js, SvelteKit, Astro, Vue 3)  Zero-config runtimes killed the setup barrier (Deno, Bun, Vite) Builder.io's analysis confirms what teams are seeing in practice: TypeScript leads to "more accurate and reliable" AI-generated code because type context ensures output aligns with existing patterns and valid APIs. JavaScript isn't going anywhere — it's still the runtime. But as a language you actually write? It's becoming the assembly of the web. The war is over. TypeScript won. We wrote a deep dive into why — and what it means for teams still on the fence https://lnkd.in/eqy6gbRJ #TypeScript #JavaScript #DeveloperProductivity #AIAssistedDevelopment #WebDev

Two years ago we were a team most people hadn't heard of. Today we're in the top 10 of Clutch's 100 Fastest-Growing B2B companies. How? No secret formula. We took on hard engineering problems. We delivered. Clients told other clients. Repeat. This recognition is based on real revenue growth — Clutch doesn't do participation trophies. Being in the top 10 alongside companies we respect means something to us. Thank you to every client who bet on us and every engineer who made that bet pay off. We're not done. #Clutch100 #FastestGrowing #B2BServices #SoftwareDevelopment

Recently, I've created a material for PLUS8SOFT blog about building a secure and efficient local RAG system. And here I’d like to share just some key ideas. In 2026 a powerful AI is not only OpenAI ChatGPT or Anthropic Claude. With models like DeepSeek AI-R1 and Qwen3, there’s no more technical barrier for building a local AI. This is crucial for business sectors that demand data sovereignty, such as healthcare, defense, and fintech. A local RAG system allows companies to keep every single byte of data inside their own ecosystem. No IP leaks, no dependency on third-party model updates or unpredictable pricing. And at PLUS8SOFT we help businesses to transition from cloud-dependent AI to a private RAG. If you're interested in learning more about local RAG, read the full article here: https://lnkd.in/eKsT9jZn #RAG #LocalAI #PrivateAI #GenerativeAI #LLM #EnterpriseAI #AIStrategy #Plus8Soft

React is evolving to be more like... HTMX? 🤔 The latest piece from our team goes deep on the latest state of web dev for 2026. React is still king for high-fidelity applications, but HTMX is stealing hearts for those who are sick of "Hook Hell" and massive JavaScript bundles. The Highlights: HTMX: A 14 KB payload, zero hydration, "Database as State." Great for admin interfaces and CRUD applications. React: The go-to for collaborative applications, offline support (PWA), and complex real-time data applications. Even React Server Components are starting to realize that shipping massive JavaScript bundles for static content was a bad idea to begin with. Read the full comparison here: https://lnkd.in/eXsaAhau #WebDevelopment #ReactJS #HTMX #SoftwareArchitecture #CodingTrends

We’re all busier than ever, so why does it feel like we’re getting less done? It’s the Productivity Paradox. Recent data shows that using AI tools on mature, complex codebases can actually increase task completion time by 19%. Now wait a sec, wasn't AI supposed to make us faster? In our latest blog post, we look at why "speed" is a vanity metric. The real bottleneck isn't how fast we type; it's the instability in decision-making. When we lean on "Generate First, Review Never," we aren't saving time - we're just shifting the work from the writer to the reviewer. AI just multiplies what you already have. 👉 Read the full breakdown on how to actually bridge the productivity gap: https://lnkd.in/e2yQZFHK #SoftwareEngineering #AI #TechStrategy #ProductivityParadox #Plus8Soft

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We’re honored to announce that Plus8Soft has been named a Rising Star on the IAOP Global 100 list for 2026! 🏆 The IAOP Global 100 is one of the most prestigious recognitions in our industry, evaluated by a panel of outsourcing leaders based on measurable standards of excellence and continuous improvement. This is a meaningful milestone for us, and this recognition truly belongs to our team — your talent, dedication, and commitment to quality made it possible. To our clients and partners: thank you for trusting us and allowing us to be part of your journey and success. This is just the beginning. Here’s to what we’ll build together in 2026 and beyond. #IAOP #Global100 #Plus8Soft #SoftwareDevelopment 

The "Junior Developer" role as we know it is dead. The landscape of software development has now changed from merely progressing through the framework of traditional methods; it actually been materially transformed. By 2026, things will radically change — the way companies hire and train entry-level employees will not be to have them develop their "skills" as early-career professionals, rather they will be utilizing Agentic AI's and "Vibe Coding" to create a workforce with adequate experience. In this article, Evgeniy Zhdanov, CEO of Plus8Soft, takes us through the new reality of the "Seniority Gap" and how the "human moat" has changed to include three foundational elements (Judgment, Responsibility, Empathy). Additional insights from our blog: Decrease in entry-level hiring by approximately 50%. Development of "Shadow Workspaces" as well as Agentic IDE's. The "Mentorship Crisis" and impending Senior Shortage by 2030. The question is not will AI replace developers; the question is how fast will we be able to transition from being "Coders" to being "Architects". Read the full analysis here: https://lnkd.in/eReHRKRM #SoftwareDevelopment #AI #TechTrends #EngineeringManagement #Plus8Soft #FutureOfWork