Our Technology

Whatsoever.ai Technology Stack

AI Platforms, Models & Knowledge Systems

Whatsoever.ai builds practical AI systems using frontier models, local and open-source tooling, custom automation, creative AI workflows, ecommerce infrastructure, and production software development.

Our stack spans AI strategy, model selection, RAG systems, agentic workflows, workflow automation, generative media, data engineering, ecommerce integration, and advanced web experiences.

CATEGORY	PLATFORMS/TOOLS
AI Strategy	AI readiness assessments, workflow audits, staff training, process redesign, tool selection, implementation roadmaps, AI adoption planning
Frontier AI Platforms	ChatGPT, Claude, Claude Fable 5, Gemini Advanced, Perplexity AI, Microsoft Copilot, Deepseek, Qwen
Model Access and Inference	OpenAI API, Anthropic API, Google Gemini API, OpenRouter, Hugging Face, Ollama, Llama, Fal.ai, local inference workflows, embedding models
Knowledge Systems	Custom agents, tool-calling systems, MCP orchestration, prompt systems, evaluation workflows, AI assisted operations
Agentic Workflows	Hugging Face Spaces, ComfyUI, Kohya, AUTOMATIC1111, Forge UI, CivitAI, FLUX.2, Black Forest Labs tools, LoRA training, checkpoint workflows
AI Prototyping	Hugging Face Spaces, ComfyUI, Kohya, AUTOMATIC1111, Forge UI, CivitAI, FLUX.2, Black Forest Labs tools, LoRA training, checkpoint workflows

Creative AI & Multimedia Production

CATEGORY	PLATFORMS/TOOLS
Image Generation	Midjourney, Ideogram, Leonardo AI, Recraft AI, Meta AI, OpenAI GPT, Gemini Nano Banana, Reve, Flux
Video Generation	Luma Dream Machine, Kling, Mochi, MiniMax Hailuo, Runway, Seedance, WAN, Google Veo
Voice and Music	ElevenLabs, Suno, AceStep
Creative Finishing	Adobe Creative Suite, Topaz Suite, image refinement pipelines, generative design workflows, multimodal production systems

Software Development

CATEGORY	PLATFORMS/TOOLS
Web Applications	HTML, CSS, JavaScript, TypeScript, React, TSX, Tailwind, Bootstrap, Liquid
Interactive Web	Three.js, WebGL, advanced shaders, animation systems, interactive interfaces, custom web experiences
Backend Systems	Node.js, Express, FastAPI, GraphQL, REST APIs, webhooks, middleware, automation services
AI Development	Python, PyTorch, TensorFlow, Kohya, NumPy, Pandas, scikit-learn, embedding models, local inference, model evaluation
Data Engineering	SQL, R, Julia, Jupyter, Apache Spark, JSON pipelines, ETL workflows, structured data processing
Deployment	GitHub, Vercel, DigitalOcean, Cloudflare, Supabase, application deployment, repository management, production workflow tooling

Business Systems and Automation

CATEGORY	PLATFORMS/TOOLS
Project Management	Jira, Trello, Asana, Basecamp, Monday.com
Process Automation	Zapier, Slack, Discord, Dropbox, Microsoft 365, Formstack
Operations Systems and ERP	Finale, Epicor, process optimization, internal tooling, workflow redesign
Content Systems	Contentful, structured content systems, documentation workflows, analytics-informed content optimization
Marketing Analytics	SEMrush, Google Analytics, Hotjar, customer journey analysis, search visibility research, conversion optimization

Ecommerce Integration

CATEGORY	PLATFORMS/TOOLS
Ecommerce Platforms	Shopify, WordPress, WooCommerce, Wix, Magento
Marketplace Operations	Amazon FBA/FBM, Amazon SP-API, Walmart Marketplace, Walmart Retail Link, Google Merchant Center, ChannelAdvisor
CRM and Email	Mailchimp, Klaviyo, HubSpot, MailerLite
Product Data Automation	EDI, Product enrichment, catalog automation, marketplace optimization, structured product data, AI-assisted merchandising, ecommerce workflow automation

whatsoever.ai

Applied AI for teams that ship. Whatsoever.ai has over 20 years of expertise in e-commerce, digital marketing, and advanced technology.