AI-Powered Prompt-to-Production Platform

AI-Powered
Prompt-to-
Production Platform

Go from natural language prompts to live, SEO-optimized Next.js applications in under four minutes

Go from natural language prompts to live, SEO-optimized Next.js applications in under four minutes

Enterprise Software & Cloud Solutions · USA · 2026 – Present · AI Engineering + Product Development

Enterprise Software & Cloud Solutions · USA · 2026 – Present · AI Engineering + Product Development

Go from concept to code in minutes with AI-powered Next.js generation.

Go from concept to code in minutes with AI-powered Next.js generation.

About the Platform

About the Platform

86%

Reduced Generation Time

75%

Lower Generation Costs

Lower Generation Costs

1-Click

Vercel Deployment

Vercel Deployment

The platform was built to democratize web application development, enabling founders and businesses to generate fully functional, SEO-optimized, and integration-ready Next.js 14 applications using simple natural language prompts, instantly previewed in secure cloud sandboxes

The platform was built to democratize web application development, enabling founders and businesses to generate fully functional, SEO-optimized, and integration-ready Next.js 14 applications using simple natural language prompts, instantly previewed in secure cloud sandboxes

Key Functionalities

Key Features Implemented

Key Features Implemented

01

Multi-Stream Parallel Code Generation

Employs a 4-stream concurrent LLM architecture (CSS/Layout, Primary Pages, Secondary Pages, Components/SEO) that parallelizes execution and slashes compilation times.


Employs a 4-stream concurrent LLM architecture (CSS/Layout, Primary Pages, Secondary Pages, Components/SEO) that parallelizes execution and slashes compilation times.


02

Isolated E2B Cloud Sandboxes

Replaces standard browser-based containers with cloud-hosted E2B sandboxes, providing real-time live previews, differential file updates, and dynamic terminal outputs


Replaces standard browser-based containers with cloud-hosted E2B sandboxes, providing real-time live previews, differential file updates, and dynamic terminal outputs


03

03

Pluggable App Connectors Engine

A generic, registry-driven OAuth 2.0 framework that lets generated apps seamlessly connect to external systems like Stripe (billing), Shopify (e-commerce), Google Calendar, and Microsoft Excel


A generic, registry-driven OAuth 2.0 framework that lets generated apps seamlessly connect to external systems like Stripe (billing), Shopify (e-commerce), Google Calendar, and Microsoft Excel


04

04

Model Context Protocol (MCP) Integration

Secure server-side protocol enabling the AI generator to execute terminal tools, query databases, search the web, and read/write files to autonomously debug and build features


Secure server-side protocol enabling the AI generator to execute terminal tools, query databases, search the web, and read/write files to autonomously debug and build features


05

05

Hardened, Auto-Validated SEO & AEO Layer

Guarantees production-ready SEO. Automatically generates robots.txt, sitemaps, semantic HTML, and runs post-deployment Google Lighthouse and JSON-LD schema audits

Guarantees production-ready SEO. Automatically generates robots.txt, sitemaps, semantic HTML, and runs post-deployment Google Lighthouse and JSON-LD schema audits

06

Enterprise Credential Vault & RLS


Protects external API and OAuth credentials using AES-256-GCM client-side encryption and strict Supabase Row-Level Security (RLS) policies for complete multi-tenant isolation


Protects external API and OAuth credentials using AES-256-GCM client-side encryption and strict Supabase Row-Level Security (RLS) policies for complete multi-tenant isolation


  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform

Key Results

Key Deliverables & Outcomes

Delivered a prompt-to-live pipeline that compiles and deploys complex Next.js applications in under 4 minutes.

- Scaled the backend architecture to support 1,000+ concurrent users with high-performance storage and pre-warmed sandbox pools.

-Optimized LLM operations to reduce per-generation costs by 75% through scaffold-caching and smart model routing (Sonnet + Haiku)..

-Established complete Langfuse tracing and observability to monitor LLM performance, response times, and system costs in real time.

Delivered a prompt-to-live pipeline that compiles and deploys complex Next.js applications in under 4 minutes.

- Scaled the backend architecture to support 1,000+ concurrent users with high-performance storage and pre-warmed sandbox pools.

-Optimized LLM operations to reduce per-generation costs by 75% through scaffold-caching and smart model routing (Sonnet + Haiku)..

- Established complete Langfuse tracing and observability to monitor LLM performance, response times, and system costs in real time.

Our Delivery Framework

Our Proven Delivery Approach

Our Proven Delivery Approach

Four steps from discovery to a production-ready platform your team fully owns.

Four steps from discovery to a production-ready platform your team fully owns.

01

Strategic Planning

Audited the initial Proof of Concept (POC) codebase, isolated performance bottlenecks in the parsing engine, and defined a strict 6-week MVP timeline with clear feature boundaries.

Audit deep. Plan sharp. Launch with precision.

02

Technology Selection & Architecture

Selected Remix (Vite) for the platform, Supabase (PostgreQL & Auth) for data-layer storage, E2B for secure preview sandboxes, Vercel for instant deployments, and Langfuse for LLM observability.

Right stack. Right partners. Built to scale from day one.

03

Development Kickoff

Assembled a specialized engineering pod (frontend, backend, and platform/devops specialists) to execute development streams simultaneously

Specialized pods. Parallel streams. Zero wasted time.

04

Continuous
Optimization & Scaling

Replaced browser-based WebContainers with E2B cloud runtimes, migrated page generation to a 4-stream parallel LLM architecture, and updated Vercel AI SDK to native tool-calling, cutting generation times from ~30 minutes to ~4 minutes.

Faster pipelines. Smarter architecture. From 30 minutes to 4.

01

Strategic Planning

Audited the initial Proof of Concept (POC) codebase, isolated performance bottlenecks in the parsing engine, and defined a strict 6-week MVP timeline with clear feature boundaries.

Audit deep. Plan sharp. Launch with precision.

02

Technology Selection & Architecture

Selected Remix (Vite) for the platform, Supabase (PostgreQL & Auth) for data-layer storage, E2B for secure preview sandboxes, Vercel for instant deployments, and Langfuse for LLM observability.

Right stack. Right partners. Built to scale from day one.

03

Development Kickoff

Assembled a specialized engineering pod (frontend, backend, and platform/devops specialists) to execute development streams simultaneously

Specialized pods. Parallel streams. Zero wasted time.

04

Continuous Optimization & Scaling

Replaced browser-based WebContainers with E2B cloud runtimes, migrated page generation to a 4-stream parallel LLM architecture, and updated Vercel AI SDK to native tool-calling, cutting generation times from ~30 minutes to ~4 minutes.

Faster pipelines. Smarter architecture. From 30 minutes to 4.

Your Vision Deserves Enterprise-Grade Execution
Your Vision Deserves Enterprise-Grade Execution

Senior-led teams, scalable architecture, and strategic delivery — building digital products designed for long-term growth, performance, and ownership.

Senior-led teams, scalable architecture, and strategic delivery — building digital products designed for long-term growth, performance, and ownership.

sublime.

databricks bronze tier partner

DATABRICKS Bronze tier PARTNER

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Databricks implementation and Data engineering Specialists. Helping Growth-Stage and Mid-Market Companies build production-ready Data platforms

© 2026 Sublime Data All rights reserved.

Data Services

AI & Product Services

Partners

Company

sublime.

databricks bronze tier partner

DATABRICKS Bronze tier PARTNER

Sublime LinkedIn
Sublime Facebook
Sublime Instagram
Sublime youtube

Databricks implementation and Data engineering Specialists. Helping Growth-Stage and Mid-Market Companies build production-ready Data platforms

© 2026 Sublime Data All rights reserved.

Data Services

AI & Product Services

Partners

Company

sublime.

Databricks implementation and Data engineering Specialists. Helping Growth-Stage and Mid-Market Companies build production-ready Data platforms

databricks bronze tier partner

DATABRICKS Bronze tier PARTNER

Sublime LinkedIn
Sublime Facebook
Sublime Instagram
Sublime youtube

© 2026 Sublime Data All rights reserved.

Data Services

AI & Product Services

Partners

Company