AI-First Digital product studio

Claude API / LangChain·LangGraph / Flutter·Dart / Vibe Coding / RAG·LlamaIndex / Pinecone·ChromaDB

CraftingCraftingCraftingAI Products
Inspire Users &Drive

From LLM-powered Flutter apps to RAG pipelines and autonomous AI agents — we design and develop using Claude, OpenAI, LangChain, LlamaIndex, and Pinecone. Shipped at vibe-coding speed, engineered for production.

Flutter
React
Next.js
Node.js
Firebase
MongoDB
Android
iOS
Laravel
Web Apps

AI Build Stack

AI tools are helpful.
Smart workflow make powerful.

We use vibe coding tools as an acceleration layer, then bring in product thinking, clean architecture, design polish, and human review so prototypes become real software.

Interactive Stages
AI-assistedDesign-awareHuman-reviewed

Neural Tool Mesh

Hover a stage on the left to see the tools light up.

Active Stack
LovableDesign-led
Bolt.newPrototype
RocketLaunch
Base44Internal apps
CursorEditor
CodexAgent
Replit AgentCloud IDE
GitHub CopilotAssist
v0 by VercelUI drafts
Figma AIDesign
Claude CodeTerminal
Gemini CLIResearch
initio@build-pipeline:~
$

0+

AI Products Shipped

0

Faster with Vibe Coding

0

LLM Providers Integrated

0+

Flutter Screens Delivered

0+

Saas Product

0/7

AI-Assisted Development

What We Do

Turning Challenges Into Digital Success.

01
EcoRide
#01 -#MobileApplication#ElectricMobility

EcoRide

Electric MobilityUSA5 Months
Elastic EV Charging Hub
Real-Time Fleet Intelligence
Mobile Application

EcoRide unifies fragmented EV charging networks into a high-performance intelligence hub. It empowers drivers with live station availability, predictive range modeling, and seamless cross-provider payment integration, allowing users to manage charging sessions across 15+ major providers through a single, low-latency interface.

Flutter
Node.js
Firebase
PostgreSQL
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+2k
4.9
Global Success
Available onPlay Store
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Full-Stack AI Services

What We Build

From streaming interfaces to self-correcting agents — discover our full-lifecycle capabilities presented in a cinematic bento grid.

SERVICE 01

LLM App Development

Production-ready models configured via OpenAI, Claude, and Gemini API. Supports low-latency stream responses, custom function tools, and strict validation layers.

Claude APIStreamingTool UseFunction Call
llm-stream.tsx
const stream = await client.chat.create({
  model: "claude-3-5-sonnet",
  messages: [{ role: "user", content: msg }],
  stream: true
});
Tokens: 1,024/sSTREAM ACTIVE
SERVICE 02

RAG Pipelines

Retrieval systems connecting private data endpoints safely to LLMs via vector embedding match matrices.

Vector Index SearchPinecone
chunk_1 (98%)
chunk_4 (89%)
chunk_2 (94%)
chunk_3 (76%)
SERVICE 03

AI Agent Workflows

Autonomous workflow paths executing search tasks, generating scripts, checking logic loops, and validating criteria.

LangGraphMulti-AgentMCP Servers
LangGraph Routing
User Input NodeGoal: Analyze competitor rates
Planner AgentBranching Web research workflows
Executor ToolRunning API data extractions
Validation CriticChecking schema formats
SERVICE 04

Flutter × AI Mobile

Cross-platform smart applications featuring locally run neural models and live recording classification.

Processing receipt...
Parsed: 4 items ($128.40) ✓
Dart / TFLite Mode
SERVICE 05

Prompt Evals

System prompt optimizations and multi-variant assertions checking accuracy metrics.

Optimized Prompt testAsserts: 1,000
Prompt A (Baseline)78.4% Acc
Prompt B (CoT + Format)99.2% Acc
SERVICE 06

LLM Fine-Tuning

Adapter merges (LoRA / QLoRA) run on tailored training parameters. Delivers domain-specific consistency and latency reductions.

Llama 3MistralLoRA WeightQLoRA Run
Training Run: epoch_5/5Steps: 1,000/1,000
Train Loss
0.14
Validation Loss
0.18
CONVERGED
Why Clients Choose Us

We don’t just build applicationscreate scalable digital products.

We create high-performance mobile and web experiences designed for long-term business growth, user engagement, and real revenue generation.

Product-Driven Approach

Every successful product starts with strategy. We analyze your market, user behavior, and growth opportunities before development begins, ensuring every feature delivers measurable value.

Strategy First

Faster Time to Market

Using modern Flutter architecture and optimized development workflows, we deliver high-quality MVPs quickly — helping you launch faster, validate ideas, and stay ahead of competitors.

Launch Faster

Scalable Foundation

Our applications are built with clean architecture, scalable backend systems, and future-ready codebases, making it easy to expand features as your business grows.

Built to Scale

Built for Monetization

From subscriptions and in-app purchases to advertising and premium models, we integrate revenue-focused systems from the start to help your product generate sustainable growth.

Revenue Generation

Our AI Tech Stack

Built With Modern Tools That Scale

We stay current. Every tool below is in active production use — not just on our website.

Anthropic Claude

Strong reasoning, long-context, and XML/JSON tools.

OpenAI GPT / o1

Multimodal models, structured outputs and fast generation.

Google Gemini

Large context window with native multimodal capabilities.

Meta Llama

Open-weight models for private and self-hosted AI deployments.

Mistral Large

Efficient models suited for fine-tuning and customization.

Groq Inference

Ultra-fast AI inference with very low latency.

LangChain

Framework for workflows, memory, and tool integration.

LangGraph

Build stateful multi-agent systems and complex workflows.

Anthropic Claude

Strong reasoning, long-context, and XML/JSON tools.

OpenAI GPT / o1

Multimodal models, structured outputs and fast generation.

Google Gemini

Large context window with native multimodal capabilities.

Meta Llama

Open-weight models for private and self-hosted AI deployments.

Mistral Large

Efficient models suited for fine-tuning and customization.

Groq Inference

Ultra-fast AI inference with very low latency.

LangChain

Framework for workflows, memory, and tool integration.

LangGraph

Build stateful multi-agent systems and complex workflows.

LlamaIndex

RAG framework with data connectors and query tools.

Claude Tool Use

Function calling through MCP servers.

Pinecone DB

Managed vector database for production RAG systems.

ChromaDB

Lightweight open-source vector database for local use.

Weaviate DB

Vector search engine with hybrid search support.

pgvector (Postgres)

Vector storage and search inside PostgreSQL.

Supabase Vector

Managed pgvector with auth and storage features.

Flutter 3.x

Cross-platform apps from a single codebase.

LlamaIndex

RAG framework with data connectors and query tools.

Claude Tool Use

Function calling through MCP servers.

Pinecone DB

Managed vector database for production RAG systems.

ChromaDB

Lightweight open-source vector database for local use.

Weaviate DB

Vector search engine with hybrid search support.

pgvector (Postgres)

Vector storage and search inside PostgreSQL.

Supabase Vector

Managed pgvector with auth and storage features.

Flutter 3.x

Cross-platform apps from a single codebase.

Dart Language

Typed language optimized for client applications.

Next.js

React framework with App Router and server features.

Vercel AI SDK

Toolkit for streaming AI applications.

TFLite / ML Kit

On-device ML for text, image, and speech tasks.

Braintrust

LLM evaluation, testing, and experiment tracking.

PromptFoo

Prompt testing and red-teaming automation.

Langfuse

LLM tracing, analytics, and monitoring platform.

Helicone proxy

AI proxy for caching, analytics, and rate limiting.

n8n

Visual workflow automation for AI pipelines and integrations.

Dart Language

Typed language optimized for client applications.

Next.js

React framework with App Router and server features.

Vercel AI SDK

Toolkit for streaming AI applications.

TFLite / ML Kit

On-device ML for text, image, and speech tasks.

Braintrust

LLM evaluation, testing, and experiment tracking.

PromptFoo

Prompt testing and red-teaming automation.

Langfuse

LLM tracing, analytics, and monitoring platform.

Helicone proxy

AI proxy for caching, analytics, and rate limiting.

n8n

Visual workflow automation for AI pipelines and integrations.

Why It Works

What Makes Our Digital Products Stand Out?

We combine scalable engineering with premium product design to create applications that deliver performance, engagement, and long-term business growth.

Module 01

Optimized Product Experience

User interfaces are designed with intuitive navigation and seamless interactions for a smooth digital experience.

Details
Module 02

Cross-Platform Architecture

Applications are built to perform consistently across Flutter, Android, iOS, and modern web platforms.

Details
Module 03

Flexible Design Systems

Reusable components and scalable systems allow seamless customization as your brand evolves.

Details
Module 04

Modern Visual Standards

Clean typography, refined layouts, and contemporary UI elements create a premium product feel.

Details
Module 05

Accelerated Product Delivery

Efficient workflows and scalable systems help reduce development cycles and launch products faster.

Details
Module 06

Scalable Product Foundation

Structured architecture ensures applications remain organized, maintainable, and ready for future growth.

Details

Why WYSE

Why AI Projects Fail— And How We Don't Let That Happen

Most AI builds fail in production — not from bad ideas, but bad engineering. Here's exactly how we prevent the four most common failure modes.

Solved
Hallucinations

Solved by Evals

We build eval suites from day one. Every LLM response is tested against golden datasets using Braintrust and PromptFoo before it ships.

BraintrustPromptFooGolden Datasets
Solved
Latency

Solved by Model Routing

We route tasks to the right model. Simple queries hit GPT-4o mini or Groq (800+ tok/s). Complex reasoning hits Claude. Users never wait.

Model RoutingGroqGPT-4o mini
Solved
Runaway Costs

Solved by Caching

Semantic caching (Helicone, Redis), prompt compression, and smart token budgets keep your LLM bill predictable at scale.

HeliconeRedisPrompt Compression
Solved
Prompt Injection

Solved by Architecture

We build with input sanitization, output validation, and sandboxed tool execution so your AI agents don't become attack vectors.

Input SanitizationOutput ValidationSandboxed Tools
98%Client Retention Rate
2wkAverage MVP Delivery
10×Dev Speed vs Traditional
6LLM Providers Supported
50+AI Products Shipped

Let's connect

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Tell us about your project

Got a visionto realize?

Ready to innovatetogether?

Siddharth Makadiya

Siddharth Makadiya

Co-Founder & CEO

Let's Build

Ready to Ship Your AI Product?

Tell us what you're building. We'll scope it honestly, pick the right stack, and start shipping in week one.

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Joined by 500+ successful founders