The Solutions
Currently Available — Response within 12 hours

Architecting systems built to perform.

We help startups and engineering teams ship reliable software. From distributed backends and automated workflows to integrated machine learning pipelines, we take your product from architecture to production-grade deployment.

<12hr

First response time

Fixed

Pricing available

Yours

Full source code, always

architecture_visualizer.py
Doc Intake
PDF
Vector DB
Qdrant
Guardrail
Llama
LLM Hub
Sonnet
shell-process-monitor v1.2 ● LIVE_FEED

Why Work With Us

Get something working, fast — and built to last.

We focus on affordable, practical solutions that you can start using quickly. No unnecessary complexity, no bloated scope. You tell us what you need, and we deliver something that actually works.

Start small, scale when ready

You don't need a large budget to get started. We scope projects to fit what you need right now, with a clear path to expand later if your requirements grow.

Predictable delivery cycles

We scope projects into concrete milestones with fixed budgets. You see working software early and retain complete control over scope changes.

Full-stack implementation

From architecture and database design to automation scripts and deployment . You get a fully integrated system ready for production, not just a draft prototype.

What We Build

Intelligent software. Engineered for real-world use.

We develop AI solutions, custom applications, automation platforms, backend services, and tailored software built specifically for your requirements, workflows, and technical objectives.

01 / AI & LLM

AI & Language Model Systems

Chatbots, document Q&A systems, AI assistants, smart search, and automated decision tools built on top of language models. Includes fine-tuning existing models on your own data.

RAG Pipelines Fine-Tuning Agents
02 / VISION

Image & Video Recognition

Systems that can see and understand images or video. Object detection for cameras, reading text from documents and PDFs, surveillance analytics, medical image processing, and retail shelf recognition.

YOLOv8 OCR / Layout Multimodal
03 / CUSTOM SOFTWARE

Custom App & Software Engineering

Purpose-built applications for businesses, students, and researchers. Inventory systems, internal tools, cross-platform apps, and bespoke software tailored to your exact workflow.

Cross-Platform Desktop & Web Inventory Systems
04 / BACKEND & APIs

Backend Development & APIs

The server-side logic behind your product. REST APIs, database design, authentication, third-party integrations, and system architecture. If your app needs a backend, we build it.

Python / FastAPI REST & GraphQL Databases
05 / AUTOMATION

Automation & Custom Scripts

Automating repetitive tasks, scheduled jobs, email workflows, data extraction, browser automation, and internal business processes. If you do it manually, we can script it.

Workflow Automation Data Extraction Scheduling

Don't see what you need?

We work on a wide range of software projects. Browse the full list of specific things we've built and currently offer below.

View full capability list

Skills & Specialisations

Find what you're looking for

We're a small technical team covering a broad range of software disciplines. If you know what you need, pick a tag on the right. It'll jump you straight to the relevant section in the full capability list below.

Click any tag to scroll to & open the matching details section.

Full Capability List

Everything We Cover

Click any category to expand it and see the specific types of work we do within that area. If you see something relevant to your project, get in touch.

AI & Machine Learning

Traditional and generative models

▪AI Application Development
▪Machine Learning Solutions
▪Deep Learning Solutions
▪Generative AI Development
▪Predictive Analytics
▪AI Model Development
▪AI Consulting
▪AI Product Development

LLM Engineering

Fine-tuning, prompting, and flows

▪LLM Application Development
▪LLM Integration
▪LLM Fine-Tuning
▪Enterprise LLM Solutions
▪Local LLM Deployment
▪AI Copilot Development
▪AI Assistant Development
▪AI Chatbot Development
▪AI Search Systems
▪Prompt Engineering
▪Context Engineering
▪AI Agent Development
▪Multi-Agent Systems
▪AI Workflow Automation

RAG Systems

Vector search & knowledge bases

▪RAG Development
▪Enterprise Knowledge Bases
▪Semantic Search Systems
▪AI Document Intelligence
▪Vector Search Solutions
▪Document Q&A Systems
▪Internal AI Search

Computer Vision

Object detection and camera flows

▪Computer Vision Solutions
▪Object Detection Systems
▪OCR & Document Processing
▪Industrial Vision Systems
▪CCTV Analytics
▪Video Analytics
▪Image Processing
▪Smart Surveillance
▪Medical Image AI
▪Retail Vision Analytics

Vision-Language & Multimodal

Image parsing and PDF intelligence

▪Multimodal AI Applications
▪Vision-Language Model Integration
▪AI Document Understanding
▪Image-to-Text Systems
▪AI Image Search
▪PDF Intelligence
▪Video Understanding Systems

Training & Optimization

Fine-tuning & model scaling

▪LLM Fine-Tuning
▪Vision Model Fine-Tuning
▪Custom Model Training
▪Transfer Learning
▪Data Annotation Pipelines
▪Active Learning Systems
▪Model Evaluation
▪Model Benchmarking
▪Model Optimization

AI Infrastructure

Hardware scaling and edge deployment

▪AI Infrastructure Setup
▪Local AI Deployment
▪Edge AI DevOps
▪AI Performance Optimization
▪AI Inference Optimization
▪AI Deployment Engineering

MLOps & LLMOps

Monitoring & deployment pipelines

▪MLOps Engineering
▪LLMOps Engineering
▪Model Deployment
▪Continuous Training Pipelines
▪Model Monitoring
▪Experiment Tracking
▪Dataset Versioning
▪CI/CD for AI
▪AI Lifecycle Management

Intelligent Automation

Workflow automation & extraction

▪Intelligent Workflow Automation
▪Intelligent Automation
▪Browser Automation
▪Process Automation
▪AI Email Automation
▪AI Scheduling Systems
▪AI CRM Automation
▪Intelligent Data Extraction

Backend Engineering

Python, FastAPI, and robust APIs

▪Python Backend Development
▪FastAPI Development
▪REST API Development
▪GraphQL APIs
▪Microservices
▪Authentication Systems
▪Backend Architecture
▪API Integration

System Engineering

Linux, low latency, and systems dev

▪System Architecture Design
▪Distributed Systems
▪Real-Time Systems
▪Linux System Engineering
▪Windows System Programming
▪Systems Integration
▪Performance Engineering
▪Infrastructure Engineering
▪Edge Computing
▪Embedded AI Systems
▪Cross-Platform Development

Cloud & DevOps

Docker, Kubernetes, and CI/CD

▪Cloud Architecture
▪Cloud Deployment
▪Docker Engineering
▪Kubernetes Deployment
▪CI/CD Pipelines
▪Infrastructure Automation
▪Server Deployment
▪Containerization
▪Cloud Migration

API & Integrations

OpenAI, Gemini, and workspace links

▪OpenAI Integration
▪Anthropic Integration
▪Gemini Integration
▪Groq Integration
▪Hugging Face Integration
▪Google Workspace Integration
▪Third-Party API Integration
▪OAuth Integration

AI Security

Injection protection & guardrails

▪AI Security
▪LLM Security
▪AI Guardrails
▪Prompt Injection Protection
▪Secure AI APIs
▪AI Risk Assessment

Open Source & Tooling

SDKs, CLI tools, and libraries

▪Python Package Development
▪SDK Development
▪CLI Tool Development
▪Open Source Maintenance
▪Library Development
▪Developer Tooling
▪Technical Documentation

AI Consulting

Tech selection & architecture reviews

▪AI Strategy Consulting
▪AI Feasibility Studies
▪AI Architecture Reviews
▪AI Solution Design
▪AI Technology Selection
▪AI Cost Optimization
▪AI Modernization

Specialized AI Domains

Healthcare, finance, and logistics AI

▪Healthcare AI
▪Manufacturing AI
▪Finance AI
▪Retail AI
▪Legal AI
▪HR AI
▪Education AI
▪Smart City AI
▪Autonomous Systems

Custom App & Software Engineering

Retail apps, automation, and general software

▪Custom Apps for Small Stores & Enterprises
▪System Automation & Custom Scripting
▪Academic & Research System Prototyping
▪Cross-Platform Application Development
▪Custom Database & Inventory Systems
▪Desktop & Mobile Web Applications

How It Works

From first message to working product

A straightforward process with no surprises. You stay informed and in control at every step, and nothing moves forward without your sign-off.

01

You tell us what you need

Send us a message describing your project — even roughly. We'll ask the right questions to understand what you're trying to build, what budget you're working with, and how quickly you need it.

02

We scope and plan the solution

We put together a clear plan: what will be built, how long it'll take, and what it'll cost. We explain the technical approach in plain terms so you know exactly what you're getting.

You review and approve

YOUR SIGN-OFF REQUIRED

We don't start building until you've reviewed the plan and agreed. If anything needs adjusting — scope, cost, timeline — we settle it here before any work begins. No surprises later.

03

We build it

Development begins. We keep you updated with progress check-ins and will flag anything that comes up. You can ask questions at any point — we don't disappear.

04

Delivery, testing, and handover

You receive the finished product with all source code, documentation, and setup instructions. We walk you through it and fix anything that doesn't meet the agreed requirements — no additional charge.

PRICE_ESTIMATE // live calculator

Scope out your project cost

Configure your product features and scale parameters to get a live, transparent development cost estimate.

01 / SELECT_PROJECT_TYPE
02 / ADD_ONS (multi-select)
03 / PROJECT_SCALE
estimate_engine.sh
● LIVE_FEED
BASE_INIT ₹300
SUBTOTAL ₹300
× SCALE_MULTIPLIER (personal) ×1.0
TOTAL_ESTIMATE
₹ 300

Estimates are indicative. Final pricing confirmed after scoping call.

Get In Touch

Tell us about your project

Let's build together. You don't need a fully formed spec to reach out. A rough idea is enough to get started. Fill in the form, and we'll get back to you with questions, a plan, or an estimated cost — usually within 12 hours.

Direct Operations Mailbox

[email protected]

Typical response time

Within 12 hours, Mon – Fri

This will open your email client with your message pre-filled, addressed to [email protected]

FAQ // common questions

Frequently Asked Questions

Plain, direct answers to common questions about scoping, codebase support, code ownership, and timelines.

What's the typical turnaround time for a project?
Most small automation scripts and APIs are delivered within 3–7 days. Medium-sized AI chatbots and web applications typically take 2–4 weeks. Large or complex custom systems are scheduled based on detailed scoping.
Do you sign NDAs or work under contract?
Yes. We establish standard mutual non-disclosure agreements (NDAs) and master service agreements (MSAs) before sharing details or commencing development to protect your intellectual property and proprietary workflows.
Do I own the full source code after delivery?
Absolutely. Once final payment is completed, you own 100% of the intellectual property and full source code. We do not charge licensing fees or keep proprietary lock-ins.
What if I need changes after the project is delivered?
We include a 14-day post-delivery bug support window to resolve any initial setup issues. Further feature changes or iterations can be handled under a new fixed-price scope or a support retainer.
Do you work with organizations that do not have defined technical specifications?
Yes. We frequently collaborate with clients to translate business objectives or early-stage ideas into concrete technical requirements, system architectures, and development plans before any code is written.
How does payment work — upfront, milestones, or after delivery?
For projects under ₹1,500, we typically require 50% upfront and 50% upon successful delivery. Larger projects are broken down into clear, milestone-based payments tied to specific deliverables.
Can you work with an existing codebase or does it have to be from scratch?
We support legacy codebase modernization as well as greenfield development. After a brief technical audit of your current system architecture and documentation, we can integrate new features, upgrade infrastructure, or refactor legacy components securely.
Do you offer ongoing support/maintenance after handover?
Yes, we offer monthly maintenance retainers for hosting management, dependency updates, and minor enhancements. This ensures your systems continue to run reliably long-term.