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Your team is buried in manual work.We fix that.

We build AI agents, automate workflows, and develop custom software tailored to how your business actually runs. Start with one process. Stay with a long-term engineering partner.

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Explore our work

What We Do

Consult. Build. Automate.

Know what you need? We can build it. Not sure where to start? We help you find the right problem to solve.

AI Agents & Assistants

Support · Sales · Internal Knowledge

We build AI agents that answer customer questions, qualify leads, and help your team find information. They connect to your business tools and knowledge base, with clear limits on what they can do and when a person takes over.

  • Answer customer questions using your support content
  • Qualify sales enquiries and book meetings
  • Find answers across internal documents
  • Summarise meetings and capture follow-up actions
  • Claude
  • OpenAI
  • LangChain
  • LangGraph

Start with a defined project or an ongoing partnership. We can build the first system, then maintain and improve it as your business grows.

Request a Discovery Call

Selected Work

Real businesses.
Purpose-built solutions.

New platforms, existing systems repaired, and manual processes automated. These projects show how we approach the work.

Healthcare Platform

A clinical platform rebuilt for growth.

Healthcare · Platform Development

A US behavioural health provider had outgrown its single-organisation system. We rebuilt the clinical platform with defined boundaries for sensitive data and rehearsed the migration on a copy of the records. Support for multiple clinics was scoped as a next phase.

  • Data access controls
  • Migration rehearsal
  • Phased expansion plan
Read the Healthcare Case Study

Connected-Device Platform

A technical audit that became an ongoing engineering partnership.

Connected Devices · Technical Audit & Ongoing Support

A live GPS-tracking platform needed help addressing security and compliance risks. We audited the system, took on the fixes, and continued working with the client on a monthly retainer.

  • Technical audit
  • Security remediation
  • Ongoing engineering support
Read the Platform Case Study

Sales Research & Lead Generation

A lead-research system the client's team can run.

Sales Operations · AI Research & Automation

We built a system that combines data sources, removes duplicate leads, and checks for verified contact details. AI research agents fill gaps that databases miss, giving the client's team a repeatable process for researching new markets.

  • Multiple data sources
  • Duplicate removal
  • AI-assisted research
Read the Lead-Generation Case Study

Property Operations

From approved application to a prepared lease.

Real Estate · Document Automation

Approved rental applications trigger a connected workflow: validate Buildium data, generate a lease PDF, file it in Drive, log it in Sheets, and email the leasing team.

  • Buildium integration
  • PDF generation and filing
  • Leasing-team notifications
Read the Lease-Automation Case Study

Customer Support

Customer answers grounded in business knowledge.

AI Agents · CRM Integration

We built a support agent connected to the client's CRM and knowledge base so it can answer inbound questions using their own business information.

  • Automated support responses
  • Knowledge-base integration
  • CRM integration
Read the Customer-Support Case Study

Marketing Operations

From campaign brief to a reviewable email draft.

E-Commerce · Agentic AI

An email marketing agent turns a jewellery brand's campaign brief into an on-brand HTML email and pushes it into Klaviyo as a draft. The marketing lead reviews and approves before sending.

  • On-brand email generation
  • Direct Klaviyo drafts
  • Human approval retained
Read the Email-Marketing Case Study

01 / 06

View All Projects

Testimonials

Good work builds
lasting relationships.

01 / 10

Read 9 more client reviews

Exceptional experience from start to finish. He deeply understood my business requirements and went above and beyond. Genuinely impressive professionalism and dedication.

Celestial Cloud

India

This was by far my best experience on Fiverr. He was very professional and went above and beyond what I expected. I will definitely use his services again.

Torris Bethea

One Source Team / United States

Atishay understands requirements in detail, accommodates requests, and delivers beyond expectation. Professional, reliable, and made the whole process incredible.

Isabella

United States

Professional and went above and beyond to provide an amazing service. With AI work on the increase, I strongly recommend him to you.

Jayden

United Kingdom

Very professional, responsive, and skilled. Completed the work on time and even exceeded my expectations. Will definitely work with him again.

UTW

India

Amazing, and very much recommended for AI-related projects. Not only were my tasks completed, but he also helped me with work beyond the agreed scope.

Alok Dubey

India

He is exceptional, professional, patient, and detailed. With the time difference, it was a bit challenging, but I am very much looking forward to working with him again on future projects.

Jenga Boni

JIKO / United States

Atishay is knowledgeable and was accommodating with my conflicting schedules. He helped me get started on my AI automation journey with detailed documentation and revised deliverables.

Jaeloma

Nigeria

Exceptional experience working with Atishay and his team. Very high standards when it comes to professionalism. I am already excited about building a long-term relationship and working on future projects together.

Marcel Schirowski

Germany

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Where We Work

Explore our work by industry.

The right system depends on your workflows, data, and industry requirements. Explore examples relevant to your business.

Don't see your industry? Tell us what you need.

Our Approach

Clear scope. Structured delivery. Ongoing support.

We define the problem, agree the scope, and build in stages so you can review progress before launch.

  1. 01

    Discover

    We review how the work gets done today and agree what a useful result would look like.

  2. 02

    Design

    We define what to build, how it connects to your tools, and the cost and timeline before development starts.

  3. 03

    Build

    We develop and test the system, including how it handles errors and when a person needs to step in.

  4. 04

    Launch

    We deploy it into your workflow and walk your team through using it.

  5. 05

    Support

    With an ongoing engagement, we maintain the system and improve it as your needs change.

Request a Discovery Call

Our Toolkit

Technology chosen around your requirements.

We work with established AI models, automation platforms, and cloud services, choosing around your existing systems and requirements.

  • Anthropic
  • Claude
  • OpenAI
  • Google Gemini
  • LangChain
  • LangGraph
  • n8n
  • Make
  • Zapier
  • AWS
  • Google Cloud
  • Salesforce
  • HubSpot
  • SendGrid
  • Notion
  • Stripe
  • PostgreSQL
  • Pinecone
  • Docker

About ScaleWorks

The people behind the work.

ScaleWorks AI is an AI development and consulting company founded by Atishay Jain and Arunabha Mukherjee, with engineering experience at Microsoft and Amazon. We help growing businesses build new systems, improve existing software, and automate time-consuming work.

You work directly with the engineers shaping and building your system. We can take responsibility for a defined project or stay involved through an ongoing engineering partnership.

Based in Bengaluru, India. A unit of WhiteVector Technologies Private Limited.

Meet Us on a Discovery Call

Founders

Illustrated portrait of ScaleWorks founders Atishay Jain and Arunabha Mukherjee

Atishay Jain

AI architecture, agents, and business-system integrations

Engineering experience at Microsoft.

Arunabha Mukherjee

Distributed systems & cloud infrastructure

Engineering experience at Amazon.

Where our team has built before

MicrosoftAmazon

Our founders' engineering experience, not client endorsements or partnerships.

Common Questions

A little clarity.
Before we start.

Can you work with our existing tools?

Yes. We review your current software and available integrations first. If something needs replacing, we'll explain why before proposing a build.

How much will it cost, and how long will it take?

That depends on the workflow, integrations, and data involved. Once we understand the requirements, we propose a scope, cost, and timeline. You can start with one defined project.

Can you support the system after launch?

Yes. We offer ongoing maintenance and development through a retainer. We agree the support scope with you rather than assuming every project needs the same arrangement.

Let's Talk

Find your first automation. Or plan your next build.

Choose a free workflow review or a conversation about a project you already have in mind.

Choose an enquiry type
  • We reply to enquiries within 24 hours.
  • A description is enough to get started.

Prefer email? Contact the founders.

atishay@teamscaleworks.com arunabha@teamscaleworks.com +91 82798 50220

Bengaluru, Karnataka, India

Tell us about the workflow.

A description is enough to get started. Please don't send passwords, API keys, or sensitive customer data. Privacy notice

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