Fork Labs

Data story Services Process About Start a project

One tech partner - web, data, ML & cloud, any provider

Websites, data, forecasting, AI - whatever your product needs next.

Fork Labs builds and ships across the full stack: web platforms, data extraction and analysis, time-series forecasting, and AI/ML systems - deployed on any cloud you run. Starting fresh or improving a product that's already live, it's the same team either way.

Start a project See the data pipeline ↓

// the shape of a typical build

trunk always ships · branch only if it earns its place

Sources

Extraction

Structured data

Your cloud

LLM agent

optional

Your product

STEP 1

Sources

Sites, PDFs, spreadsheets, internal tools.

STEP 2

Extraction

Scrapers & pipelines pull records out, cleanly.

STEP 3

Structured data

Clean, query-ready. Plenty of builds ship from here.

STEP 4

Your cloud

Lands in infrastructure you own.

OPTIONAL

LLM agent

Added only where it earns its place.

RESULT

Your product

Always the destination.

← swipe →

$ forklabs deploy --pipeline scrape,structure --agent=off
✓ 12,400 records extracted · 0 duplicates · shipped in 2m14s

1 team

across your whole stack

4 disciplines

web, data, cloud, AI

0 handoffs

between vendors

Cloud-agnostic

your provider, our infra

THE DATA STORY

Your data's whole journey, handled.

We own every stage from source to production. Not every project needs stage four - plenty ship straight from structured data, no agent attached.

01

Extract

02

Structure

03

Store & serve

04

Automate (optional)

Pull the data out - cleanly.

Scrapers and structured pipelines pull records from wherever they live: sites, PDFs, spreadsheets, internal tools. Built to survive layout changes.

from forklabs.scrape import Crawler
 
crawler = Crawler(sources=WEBSITES)
rows = crawler.run(concurrency=50)
# -> 12,400 records extracted

WHAT WE BUILD

Six ways in. One team behind all of them.

Hover a card for what's actually included.

Web & App Development

Custom web apps and APIs, designed and built end to end.

FastAPI & Django applications
REST API design & integration
Product design & technical consulting

Hover for details ↓

Data Extraction, Entry & Analysis

Turning messy, scattered information into clean answers.

Web scraping at scale
Manual & automated data entry
Data analysis & reporting

Hover for details ↓

Cloud & Infrastructure

Reliable infrastructure your product can grow into - on any cloud.

Multi-cloud setup, vendor-agnostic
Docker & containerized deployment
Infra built to scale-up standards

Hover for details ↓

AI, ML & Forecasting

Predictive models and AI features, grounded in your data.

Time-series forecasting & predictive analytics
LLM integration & prompt engineering
Vector databases & embeddings

Hover for details ↓

Chatbots & Knowledge Search

AI that actually knows your product, your docs, your data.

Conversational chatbot development
RAG - search over your own docs & data
LangChain-based pipelines

Hover for details ↓

AI Agents & Automation

Software that takes the next step on its own - where it should.

LLM-driven AI agents
Workflow & task automation
Added only where it earns its place

Hover for details ↓

NOT EVERY PROJECT NEEDS AI

Built to the problem, not the pitch.

Ship as-is

Most projects stop at a clean web platform and a reliable data pipeline. If that's what solves it, that's what we hand over - no agent bolted on for its own sake.

Add an agent

When repetitive decisions are genuinely eating your team's time, we layer in an LLM agent on top of the same pipeline - built for that job, not templated in.

HOW WE WORK

Four steps. No surprises.

01

Discover

We map your data, systems, and goals - whether you're starting fresh or already live.

02

Build

Platform, pipeline, and infra - deployed on whatever cloud you run.

03

Automate - if it fits

An LLM agent takes over repetitive parts of the workflow, only where it's worth building.

04

Ship

You get a running system, not a handoff document.

ALREADY LIVE? GOOD.

You don't need a blank slate to work with us.

A lot of our work is picking up a product that already exists - a new feature, a data layer it never had, an AI capability bolted on where it makes sense. We read the existing codebase, work inside its constraints, and ship changes that fit - no rebuild required.

WHY FORK LABS

One team. Every layer.

Most agencies hand your data pipeline to one vendor, your infra to another, and your AI features to a third - then bill you for the meetings between them.

Fork Labs is one team across web, data, cloud, and AI. The same people who scrape and structure your data are the ones who build the agent that acts on it - so nothing gets lost in a handoff.

TYPICAL AGENCY STACK

Web vendor

Data vendor

AI vendor

Each break is a handoff - a spec, a delay, a game of telephone.

FORK LABS

One team - web, data, cloud, AI

Same people, start to finish. No spec to translate, no meeting to bill.

Tell us what you're building.

One message, one call - we'll scope it and tell you how fast we can ship it.

hello@forklabs.tech

Based in

Delhi, India