AIoptimix

Work we are proud of.

A selection of the platforms, apps, and systems our team has designed, built, and shipped, for our clients and as our own products.

Selected systems

Platforms and systems we have built.

Client work and our own products, from enterprise platforms to AI systems running in production.

Illustration: Enterprise File Collaboration Platform
Enterprise Productivity / File Collaboration

Enterprise File Collaboration Platform

A self-hosted, enterprise-grade collaboration platform engineered to move and secure large volumes of files across an entire organization. Every action, including live real-time channels, is gated through a single hardened authorization path over a polymorphic team-and-user ownership model, backed by a real-time presence and notification engine, background job processing, third-party cloud import and an object-storage pipeline that generates derived assets outside the primary database. It ships with its own admin control plane, subscription billing and observability tooling as one cohesive system.

LaravelPHPReactInertia.jsTypeScriptMySQLRedisAWS S3
Ongoing Partnership
Illustration: Multi-Tenant Website Building Platform
Web Technology / SaaS

Multi-Tenant Website Building Platform

A multi-tenant platform that provisions, themes and serves an unlimited number of live customer websites from a single codebase, with strict row-level isolation and zero per-tenant code. One process simultaneously runs the marketing site, customer dashboards, an admin control plane and every published site across wildcard subdomains and custom domains, fronted by an AI provisioning engine that turns a short onboarding into a complete, ready-to-edit site. Domain automation, metered AI and shared-catalog billing are all orchestrated server-side.

Next.jsReactTypeScriptPostgreSQLPrismaLLM APIsAWS
Proprietary Product
Illustration: Automated Content Publishing Platform
Web Technology / SaaS

Automated Content Publishing Platform

A multi-tenant content engine that carries every tenant from raw idea to scheduled, published article through a staged pipeline with configurable autonomy, from human-reviewed gates to full autopilot. A separate timezone-aware scheduler and background worker fleet advance and publish each tenant on their own cadence, while an automated provisioning subsystem issues TLS certificates and wires custom domains with no human in the loop. Token accounting, entitlements, SEO artifacts and per-tenant publishing are all driven from one system.

Next.jsReactTypeScriptPostgreSQLPrismaLLM APIsnginx
Proprietary Product
Illustration: Real Estate Listing & Back-Office Platform
Real Estate Technology / SaaS

Real Estate Listing & Back-Office Platform

A multi-tenant platform that gives each organization a fully branded public website plus a complete integrated back office, all from one shared codebase with record-level tenant isolation. A single system spans public listing sites, a role-permissioned dashboard, a CRM pipeline, an accounting and invoicing module, subscription onboarding and a platform-level super-admin tier. Engineered so many independent tenants operate side by side without ever touching each other's data.

LaravelPHPBladeMySQLTailwindVitenginx
Proprietary Product
Illustration: Enterprise Marketing Automation Platform
Marketing & Advertising Technology

Enterprise Marketing Automation Platform

One of the most complex systems we have built: a large-scale marketing platform engineered as an orchestration engine rather than a CRUD app, layering several execution planes on one codebase. It runs an AI agent framework of dozens of coordinated agents over a library of hundreds of tools, a reconciliation engine that materializes each tenant's background work automatically, and a partitioned, high-throughput job fleet, surrounded by a Python crawl-and-analysis engine, an autonomous security suite, and a safe write-back layer for externally owned assets with snapshot-and-rollback across roughly twenty deep integrations.

LaravelReactInertia.jsFilamentPythonPostgreSQLRedisAI Agents
Ongoing Partnership
Illustration: High-Volume E-Commerce Storefront
E-Commerce / Direct-to-Consumer Retail

High-Volume E-Commerce Storefront

A high-volume, direct-to-consumer storefront engineered for configurable, made-to-spec products with complex pricing, freight and multi-region logic. It is assembled from dozens of purpose-built, independently versioned commerce extensions layered onto a hardened core, fronted by full-page and object caching plus a CDN to hold performance under heavy traffic, with a wholesale dealer channel, multi-currency and multi-locale routing, and outbound conversion and product-feed pipelines. A dedicated crawler runs continuous quality checks against production.

WordPressWooCommercePHP 8.4RedisCloudflarePythonMySQL
Ongoing Partnership
Illustration: AI Customer Engagement & Lead Capture System
Retail / AI Customer Engagement

AI Customer Engagement & Lead Capture System

A real-time, multi-tenant conversational platform that serves an embeddable AI chat widget to public websites and manages full-duplex conversations at scale over WebSockets. Visitor sessions are driven by an LLM agent with per-session context and supervised human handoff modeled as a state machine and mirrored live into an external system of record, with presence detection, reconnection windows and server-side guards governing every session. It adds a knowledge and model-training pipeline, telephony ingestion with local speech-to-text, and multi-provider delivery for captured leads.

DjangoDjango ChannelsPythonReactPostgreSQLRedisLLM APIsAWS
Ongoing Partnership
Illustration: Personalized Content Commerce & Membership Platform
Digital Commerce / Membership

Personalized Content Commerce & Membership Platform

A single application that fuses a storefront, recurring memberships, deterministic profile-modeling engines, a conversational AI product and an automated, print-ready document-generation pipeline. Heavy modeling runs client-side and is validated server-side so downstream AI never degrades silently, while a scheduled worker turns each paid order into a personalized long-form document as an explicit, resumable state machine. Payments, entitlements, fulfillment and lifecycle marketing are all orchestrated behind one codebase.

LaravelPHPFilamentJavaScriptPythonStripeLLM APIsDompdf
Ongoing Partnership
Illustration: AI Social Content Operations Toolkit
Marketing Technology / Social Media

AI Social Content Operations Toolkit

An AI-assisted content operations system that turns a monthly plan into finished, on-brand, publish-ready assets at volume. It pairs an AI planning layer with batch generation tooling, including a hybrid compositor that has the model draw text-free artwork while code composites the exact headline text, brand font and logo, guaranteeing typographic and brand fidelity that raw generation cannot. Every asset passes a human review gate before it is published.

PythonLLM APIsPillow
Proprietary System
Illustration: Travel Information & Directory Platform
Travel Services / Online Publishing

Travel Information & Directory Platform

A high-traffic content and directory platform engineered for SEO scale, serving a large public information site from database-backed sections with search, side-by-side comparison and fast server-rendered delivery. Behind it runs an operator-driven AI enrichment pipeline with a two-model strategy and rate control that seeds, enriches and generates long-form content across thousands of records, backed by a cached, per-page metadata service. Built to stay fast and rank under real production load.

LaravelPHPBladeAlpine.jsPostgreSQLTailwindLLM APIsnginx
Proprietary Product
Illustration: Multi-Sided B2B Marketplace & Fulfillment Platform
B2B Marketplace / Supply-Chain SaaS

Multi-Sided B2B Marketplace & Fulfillment Platform

A decoupled, multi-sided B2B platform connecting participants and operators across sourcing, freight and placement workflows, built on a stateful API core with two separate route trees over roughly seventy data models. It runs multi-stage transactional state machines (request, multi-party bidding, quotation versioning, milestone settlement, fulfillment) with a real-time notification fabric across socket, push and email, an in-product AI assistant that safely re-enters the platform's own APIs, and a full document, media and geospatial layer. A next-generation rebuild is already underway alongside the production stack.

Node.jsExpressMongoDBSocket.ioReactReduxLLM APIsStripeAWS
Ongoing Partnership
Illustration: Custom Manufacturing Commerce & 3D Configurator
On-Demand Manufacturing / E-Commerce

Custom Manufacturing Commerce & 3D Configurator

A storefront and order-management platform for custom, made-to-order goods, paired with a generative design studio that lets customers preview and configure a product in interactive 3D before it is produced. Long-running generative computation is isolated in its own containerized microservice with a dedicated async worker so it never blocks checkout, while one reverse proxy routes storefront, admin, upload and partner surfaces on a single host and a control plane manages certificates and process isolation. Engineered to keep heavy AI and 3D work off the critical path.

Node.jsExpressNext.jsReactTypeScriptPostgreSQLRedisDockerLLM APIs
Ongoing Partnership
Illustration: B2B Data-as-a-Service Platform
B2B Data-as-a-Service

B2B Data-as-a-Service Platform

A data-as-a-service platform built on a two-plane architecture that fully separates a heavy offline build graph from a thin, fast online serving layer, so customer traffic never touches build scaffolding. A numbered, idempotent pipeline collapses raw source data into golden records with probabilistic record linkage, compliance labeling and a promotion gate that blocks any release until proof artifacts pass, then projects into versioned bundles for atomic cutover and rollback. A dedicated serving tier owns tenancy, quotas and exports, while the frontend never exposes the underlying credentials.

PythonNext.jsReactTypeScriptPostgreSQLDuckDBDocker
Proprietary Product
Illustration: Marketing Performance Analytics Portal
Marketing Analytics / Lead-Pipeline Automation

Marketing Performance Analytics Portal

A serverless, event-driven, multi-tenant analytics platform where a single-page app reads a managed database directly through row-level-security-scoped queries while a fleet of over a hundred edge functions owns every write, integration and scheduled job. Webhook receivers and pull-based syncs run on in-database cron so the system self-heals when events drop and stays correct without manual refresh, feeding per-client portals of pipelines, KPIs and live reply activity. A browser-automation lane, an AI reply pipeline and financial and health-monitoring subsystems round it out.

ReactTypeScriptSupabasePostgreSQLDenoBullMQRedisLLM APIs
Proprietary Product

Client identities and proprietary system details are withheld to protect our clients. Walkthroughs and live demos are available on request.

Our own products

More products we run.

SaaS Platform

CRM and Project Management Platform

A multi-tenant CRM and delivery platform we built to run our own client relationships, designed from day one to be offered as a product.

AI Product

AI Local SEO Platform

An AI-agent driven platform that handles local search visibility for small businesses without a marketing team.

AI Product

SEO Intelligence Toolkit

A credit-based suite of market and keyword analysis tools that finds demand gaps before competitors do.

AI Product

Email Relationship Excavator

A product that mines years of email history to rebuild a company’s complete relationship map and surface revenue hiding in old threads.

Web Platform

Programmatic Jobs Board

A jobs board built around programmatic SEO, generating thousands of indexable listing pages at a scale manual sites cannot match.

AI Product

Automated Content Engine

A publishing engine that watches real search demand, drafts articles with AI, generates imagery, and publishes daily with no manual step.

Partner network

Delivered across our partner network.

Selected work from our partner network, shown by organization and industry. Confidential engagements are described by client type.

Healthcare

Almana

A bilingual patient app connecting people to hospital services: appointments, lab and radiology reports, telemedicine, medications, and payments in one place.

Healthcare

Stitch Health

HIPAA-compliant messaging that keeps care teams in step.

Up to 45% faster communication

Healthcare AI

Docpod

An AI virtual GP chatbot for triage and patient guidance.

Fintech

NymCard

A rebuilt card-issuing platform: new interface, APIs, and anti-fraud controls.

Fintech AI

Predicto

Stock forecasting models with automated trading.

Fintech and KYC

Fintech company

An OCR system that reads and validates national ID cards. Confidential engagement.

Insurance

Insurance company

Graph neural network claims fraud detection. Confidential engagement.

40% faster fraud detection, 25% fewer false positives

Insurance

Insurance company

AI policy compliance monitoring. Confidential engagement.

60% fewer manual compliance checks

Insurance

Sight Sync AI

Image-based AI pricing for insurance claims.

AI and KYC

Identity verification company

Liveness detection and face matching for identity checks. Confidential engagement.

Telecom

Internet service provider

A churn prediction model built into the CRM. Confidential engagement.

Security AI

Security company

Real-time weapon detection on CCTV feeds. Confidential engagement.

Industrial AI

GlobalReader

AI and predictive maintenance modules for a factory tracking platform.

Automation

Easyfill.ai

An AI smart forms platform.

Legal Tech

Data Solutions Company

An AI contract analyzer that reviews agreements, extracts clauses, scores risk, and compares versions.

HR Tech

HatchProof

An AI hiring and candidate matching platform.

Media and Public Notices

Column

A public notice publishing platform, taken from MVP to scale.

Used by 450+ publications across all 50 US states

Media

Tunevu

An interactive podcast app for web and mobile.

Education

Curriki

CurrikiStudio, a builder for interactive learning content.

Proptech

AppWork

A work order system: web portal plus resident and technician apps.

Real Estate

Homepie

A free marketplace connecting home buyers and sellers.

Ecommerce

Shield Republic

An apparel ecommerce website for a US brand.

Grocery Ecommerce

Anakeed Mart

A grocery website with Android and iOS apps in Saudi Arabia.

Meal Kit Delivery

Freshprep

Senior engineers added to the in-house product team.

Productivity and Wellness

UpTicker

A native iOS and Android AI productivity coach with smart scheduling, habit building, and wellness integrations.

Gaming

Stakester

A competitive gaming platform where players compete for prizes.

Entertainment

Atomic Golf

A Unity bay gaming upgrade with reservation system integration for a Las Vegas venue.

Sports

BigShooterGolf

An iOS and Android golf tournament app.

Sports Fan Engagement

Cheer Fanzone

A browser-based 3D sports fan experience built in WebGL.

40% faster load times

Mobile Gaming

SQRRRL

A Unity game for iOS and Android.

Other organizations served across our partner network include Sakeenah, ViewPro, Carma Project, Analog, Artefy, and Stemly.

Partner ecosystem

AI platforms in live operation.

Our partner ecosystem builds and runs its own family of AI platforms, product depth that every client engagement can draw on.

Learning

Hope to Skills

AI-powered learning and workforce development that prepares people for the future of work, with 112K+ registered students.

Talent

Taqwi AI

A multi-agent talent intelligence platform for AI interviews, skills assessment, and candidate vetting.

Growth

Fomax

An AI growth OS for brands and creators, combining content creation, social media automation, and personal execution.

Operations

Covis

An AI operating system for service businesses: client CRM, proposals, AI agents, and team planning in one workspace.

Your project could be next.

The same senior team, the same standard, on your product.

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