Enterprise SaaS · AI Infrastructure · Cloud Architecture · API Ecosystems

    We Build the Systems
    Behind Serious Products.

    Platform engineering, AI infrastructure, and cloud-native architecture for teams that need production-grade systems — not prototypes. Kubernetes, API gateways, data pipelines, and scalable SaaS. Shipped.

    Recent Engineering Work

    Customer Analytics Platform

    Segment integration & data pipelines

    Cloud Model Hardening

    Infrastructure for ML security (NDA)

    Psychiatry Matching Platform

    Aiolu — NA/SA patient-provider system

    Enterprise API Gateways

    MuleSoft Flex, Mule Gateway & Cloudflare

    VidForgeX TMA

    Time & Motion Analysis — AI video intelligence (flagship)

    SaaS GTM & Engineering

    Full-stack product + go-to-market delivery

    Wrenchub

    Digital workshop management for auto service centers

    VidForgeX Product Suite

    One Platform. Three Verticals.

    More intelligence verticals on the way. The video revolution is just getting started.

    Enterprise Video Intelligence

    VidForgeX TMA

    The intelligence layer your organisation is missing. TMA converts meetings, screen recordings, and operational workflows into searchable memory, ROI audits, workflow intelligence, and actionable business insights — at enterprise scale.

    Time & Motion Analysis from any screen recording

    AI-generated activity breakdowns & productivity reports

    SOP compliance, meeting summaries & workflow audits

    Works inside Claude & Cursor via MCP integration

    Meetings, screen recordings & operational workflows
    Searchable organizational memory & ROI audits
    MCP integration for Claude & Cursor
    tma.vidforgex.com

    How We Work

    Engineering Services

    Whether you need a dedicated engineering team, a single platform build, or architecture consulting — we engage at the level your project demands.

    Platform & SaaS Development

    End-to-end development of multi-tenant SaaS platforms — from tenant isolation and subscription billing to admin dashboards and role-based access control.

    Architecture DesignFull-Stack BuildMulti-TenancyLaunch Support

    AI & ML System Engineering

    Production AI systems beyond prototypes. We build inference pipelines, RAG architectures, model serving infrastructure, and AI-powered features integrated into your product.

    RAG PipelinesModel IntegrationVector SearchAI Features

    Cloud & Infrastructure Engineering

    Infrastructure-as-code, Kubernetes deployments, cloud migrations, and cost optimization. We design cloud architectures that are secure, scalable, and cost-efficient.

    Terraform/IaCK8s ClustersCloud MigrationCost Optimization

    DevOps & CI/CD Transformation

    Developer platform engineering with automated pipelines, staged environments, observability stacks, and deployment workflows that reduce friction and ship faster.

    Pipeline DesignMonitoringAutomated TestingRelease Management

    API Architecture & Integration

    API gateway design, service mesh deployment, enterprise integration patterns, and API lifecycle management across cloud and on-premise environments.

    Gateway SetupAPI DesignOAuth/OIDCService Mesh

    Analytics & Data Infrastructure

    Real-time analytics pipelines, data warehousing, streaming architectures, and operational dashboards that turn raw data into decisions.

    Data PipelinesReal-Time StreamingDashboardsETL/ELT

    MVP & Rapid Prototyping

    For founders and product teams that need to validate fast. We build functional prototypes with production-quality architecture so you don't rewrite later.

    Rapid BuildProduct StrategyArchitectureLaunch Ready

    Platform Modernization

    Migrate monoliths to microservices, upgrade legacy stacks, re-platform to cloud-native, and modernize outdated architectures without disrupting operations.

    Legacy MigrationMicroservicesRe-architectureIncremental Rollout
    Real Systems, Real Architecture

    Project Architecture

    Engineering work we've delivered — from customer data platforms and AI infrastructure to API gateways and production SaaS systems.

    Customer Analytics Platform

    Segment Integration & Large-Scale Data Engineering

    Integrated Segment for customer event tracking across web and mobile. Built large-scale data cleaning and migration pipelines to unify customer data from multiple sources into a single analytics platform.

    Architecture Highlights

    Segment SDK integration across web and mobile touchpoints
    ETL pipelines for large-scale data cleaning and deduplication
    Cross-platform customer identity resolution
    Real-time analytics dashboards with actionable insights
    SegmentPythonPostgreSQLReactNode.js
    View detail

    Cloud Model Hardening Infrastructure

    ML Security Infrastructure (Confidential Client)

    Designing and deploying cloud infrastructure for model hardening — securing ML models against adversarial attacks, data poisoning, and extraction attempts. Working under NDA with an enterprise client.

    Architecture Highlights

    Isolated compute environments for model training and testing
    Infrastructure-as-code with Terraform for reproducible deployments
    Secure model serving with access controls and audit logging
    Monitoring and alerting for model integrity verification
    GCPTerraformKubernetesDockerPython
    View detail

    Aiolu

    Psychiatrist-Patient Matching Platform (NA/SA)

    Built an online platform matching psychiatry patients with providers across North and South American regions. Scheduling, provider profiles, patient intake workflows, and secure communication. Project paused due to funding constraints.

    Architecture Highlights

    Provider-patient matching algorithm with availability scheduling
    Multi-region deployment for NA and SA coverage
    HIPAA-aware data handling and secure messaging
    Patient intake and assessment workflow engine
    ReactNode.jsPostgreSQLSupabase
    View detail

    VidForgeX TMA ★

    Flagship — Enterprise Video Intelligence

    Transform meetings, screen recordings, and operational workflows into searchable organizational memory, workflow intelligence, ROI audits, and actionable business insights. MCP-native for Claude & Cursor.

    Architecture Highlights

    Video ingestion with AI-powered activity classification
    Time & Motion Analysis with time-bucketed breakdowns
    SOP compliance reports & ROI audits
    MCP integration for Claude & Cursor workflows
    ReactNode.jsPythonFFmpegGCPMCP
    View detail

    VidForgeX

    AI Video Performance Analytics — Sports & Talent

    AI-powered platform for objective performance evaluation across sports tryouts, modeling auditions, and talent assessments. Frame-level video analysis with group benchmarking and outlier detection.

    Architecture Highlights

    Video ingestion pipeline with HLS streaming
    Computer vision models for frame-level analysis
    Real-time scoring engine with statistical benchmarking
    Multi-tenant dashboard with role-based access
    ReactNode.jsPythonFFmpegGCP
    View detail

    Enterprise API Gateway Platform

    MuleSoft Flex, Mule Gateway & Cloudflare Deployments

    Designed and deployed containerized API gateway architectures using MuleSoft Flex Gateway on Kubernetes and Cloudflare. Centralized policy enforcement, traffic management, and API lifecycle governance across distributed environments.

    Architecture Highlights

    Flex Gateway on K8s with Helm-based deployment
    Centralized policy engine with runtime enforcement
    OAuth/OIDC integration with enterprise IdP
    API analytics and traffic monitoring dashboards
    MuleSoftKubernetesDockerTerraformCloudflareGrafana
    View detail

    Wrenchub

    Digital Workshop Management Platform

    Building a SaaS platform for auto service centers — digital job cards, workshop scheduling, inventory tracking, customer management, and service history. End-to-end product engineering from architecture to deployment.

    Architecture Highlights

    Multi-tenant workshop management with role-based access
    Digital job card workflow with real-time status tracking
    Inventory and parts management system
    Customer portal with service history and notifications
    ReactTypeScriptSupabaseNode.jsTailwind
    View detail

    QR Management

    SaaS Go-to-Market Engineering & Operations

    Full-stack engineering for a SaaS product — built features, fixed production bugs, implemented GTM tracking, and handled operational engineering. Delivered under contract engagement.

    Architecture Highlights

    Feature development and production bug resolution
    GTM (Google Tag Manager) implementation and analytics setup
    Performance optimization and deployment workflows
    Full-stack product engineering across frontend and backend
    ReactNode.jsTypeScriptPostgreSQL
    View detail
    Live Proofs of Concept

    Watch What You Achieve. Control Your Launch.

    Before you pitch, publish, or submit — see exactly what AI surfaces in your content. Score it. Fix it. Ship with confidence.

    Film Analysis POC #1
    2 Much Break Up Party · 35 min independent film
    Live48 metrics
    5.8
    / 10 overall
    ⛔ Flop · Skip

    AI dissects 48 craft metrics — story structure, cinematography, acting naturalness, sound design, editing rhythm, character arcs — benchmarked against elite cinema.

    15-phase narrative arc with emotional trajectory
    3 characters tracked — arcs, believability, weak moments
    5 multi-critic perspectives: Hollywood → Malayalam
    Timestamp-anchored improvement notes
    See the Full Analysis
    Snapshot · Key Metrics
    Story Structure
    6/10
    Cinematography
    50%
    Lead Performance
    60%
    Narrative Arc
    15 phases
    Characters Tracked
    3
    Analysis Time
    111s
    Multi-Critic Verdict
    🎬 Hollywood"Lacks narrative coherence."
    🎭 Bollywood"Not paisa vasool."
    🌿 Malayalam"Not rooted in reality."
    · Film Intelligence· Character Arcs· Narrative Timeline· Scene-level Feedback
    Powered by VidForgeX · Google AI
    Short Films
    Student projects, festival submissions, and indie productions. Get a full critique before you spend on DCP.
    Feature & OTT
    Pre-release distribution analysis. Know your RT forecast, audience segments, and weakest scenes before the press screening.
    Your Film, Next
    Upload any video. Get 48 metrics, character tracking, and timestamp-level notes back in minutes.
    hello@raynxai.com

    Why RaynX

    Built for Trust. Engineered for Scale.

    We earn trust through engineering quality, not sales decks. Here's how we operate.

    Production-Grade Engineering

    Every system we build is designed for production from day one. No throwaway prototypes, no tech debt shortcuts. Clean architecture, tested code, documented decisions.

    Security-First Design

    OWASP-compliant development practices, encrypted data at rest and in transit, least-privilege access patterns, and security reviews as part of every delivery cycle.

    Infrastructure You Own

    We deploy to your cloud accounts, use your repositories, and hand over full documentation. No vendor lock-in to us. Your infrastructure, your control, always.

    Long-Term Partnership Model

    We're not a feature factory. We build relationships with engineering teams and stay engaged through architecture evolution, scaling challenges, and platform growth.

    Transparent Engineering Process

    Regular architecture reviews, clear sprint deliverables, accessible repos, and direct communication with senior engineers. No account managers in between.

    Founder-Led Engineering

    Our founder is a hands-on engineer who leads architecture decisions and writes production code. You work directly with the people building your systems.

    Let's Talk

    Ready to Build Something That Lasts?

    Whether you need a platform architect, a dedicated engineering team, or a technical partner for a long-term build — we'd like to hear about your project.

    Email Us

    Send us a brief about your project, architecture challenge, or engagement needs.

    Book a Technical Call

    Schedule a 30-minute architecture discussion with our engineering team.

    Schedule Call

    Based in Coimbatore, India · Working with teams globally