System Architecture & Automation

Custom AI & Automation Solutions Built for Your Business.

We help companies streamline operations, automate growth, and build custom internal tools. Whether it's a simple workflow or a complex application, we build exactly what you need.

WorkweekLimited SupplyA Bar AboveStarllyAgileQuordinate

Our Philosophy

The Right Tool for the Job.

We don't believe in over-engineering. If a solution can be built fast with No-Code (n8n, Zapier), we do it. If it requires Custom Code (Python, AWS, NextJS) for performance, we build it.

Our goal is simple: Create systems that save you time and money, utilizing your current stack or building on top of it.

Custom Code

Python, AWS, NextJS for scalable, high-performance applications.

No-Code

n8n, Zapier, Clay for rapid deployment and workflow automation.

System Capabilities

What We Build

01 / INTELLIGENCE

AI Agents & Products

RAG (Retrieval Augmented Generation) chatbots, AI content generators, and SaaS features. Turn static content into intelligent conversations.

Featured Project

Builts a Slack community agent that drafts responses 10x faster. It searches past discussions to answer repetitive questions, ensuring consistent quality and helping managers scale without burnout.

02 / OPERATIONS

Automation & Workflows

Custom workflows, API integrations, and data enrichment. Eliminate manual data entry and connect your tools.

Featured Project

Built a lead engine for a D2C brand that aggregates government data, enriches it with AI, and triggers personalized email sequences via Pipedrive.

03 / INFRASTRUCTURE

Data & Analytics Pipelines

Custom tracking pixels, ETL pipelines, and serverless data warehousing. We help you own your data and understand your metrics.

Featured Project

Built a serverless link-tracking dashboard for a media company, moving their data in-house to AWS/BigQuery and removing dependency on expensive 3rd party tools.

04 / INTERNAL TOOLS

Custom Business Dashboards

Client portals, admin dashboards, and service management systems. Stop running your service business on spreadsheets.

Featured Project

Developed the "GST Manager" dashboard—a full-stack system allowing clients to submit documents and admins to manage tax filings, synced automatically with Zoho Projects.

Our Toolkit

The Tech Stack

A hybrid approach ensuring scalability where needed and speed where it counts.

Code

NextJSNextJS
PythonPython
FastAPIFastAPI
AWSAWS
SQLSQL
MongoDBMongoDB

No Code Tools & Platforms

n8nn8n
ShopifyShopify
MetaMeta
Google AdsGoogle Ads
KlaviyoKlaviyo

AI Intelligence

OpenAIOpenAI
AnthropicAnthropic
LangchainLangchain
PineconePinecone
CrewAICrewAI

System Builder

Nilesh - Founder

Nilesh Aggarwal

AI & Automation System Developer

LinkedInTwitter

"Hi, I am Nilesh. I am a self-learned techie who works across full-stack applications, AI, and Automations. I majorly spend my day on cursor belting out things, while my nights are spent on learning new things."

My core strength is understanding the latest frameworks and combining different solutions to solve problems. I have experience working with media companies, fintech SaaS, ecommerce, and consumer platforms.

I don't just manage projects; I write the code, build the workflows, and ensure the system actually works for you."