Shyftlab Shyftlab

AI that does real work inside your business

Shyftlab designs, builds and runs AI systems for companies that want results, not demos. Assistants that answer from your own data, agents that clear repetitive work, and models that forecast what's coming next.

Working prototype in 3–4 weeks Your data stays in your cloud You own the code

Sample bill · INV-0001

Read by AI in Zureit
Reading document…
  • Vendor
  • GSTIN
  • Invoice total
  • Due date
GST maths matches line items
Not a duplicate of any earlier bill
Due date unclear on scan, flagged for reviewer
Nothing is posted until a person approves it.

Building AI for teams in

  • Finance
  • Healthcare
  • Retail
  • Manufacturing
  • Logistics
  • Education
What we build

From a first use case to AI your whole company relies on

We start with the problem that costs you the most time or money, prove the AI can solve it, then build it properly into the tools your team already uses.

Generative AI apps

Chat assistants and copilots that answer from your documents, policies and systems, with sources your team can check.

AI agents and automation

Agents that read emails, fill forms, update your CRM or ERP and hand off to a person when a judgement call is needed.

Machine learning and forecasting

Models that predict demand, churn, credit risk or equipment failure, trained on your history and retrained as it grows.

Document and vision AI

Read invoices, contracts, KYC files and handwritten forms. Inspect products on a line. Turn images into structured data.

Data platforms and MLOps

The pipelines, warehouses and monitoring that keep AI accurate after launch, on AWS, Azure or Google Cloud.

Custom software and cloud

Web and mobile apps, integrations and cloud migration, delivered by the same engineers who build the AI.

Explore all services

Our product
ZureitAI-assisted accounting approvals for Indian businesses

We built Zureit because finance teams were spending days keying in bills and chasing approvals over email. It's the same engineering we bring to client projects, running every day in production.

  • AI bill extraction and validation

    Upload a bill and Zureit pulls out vendor, GSTIN, amounts and dates, then checks the numbers add up.

  • Maker-checker approvals

    One person prepares, another approves. Nothing reaches your books without a second pair of eyes.

  • Append-only audit trail

    Every edit and approval is recorded and can't be rewritten, so audits take hours instead of weeks.

How we work

Four stages, with a working result at each one

You see something usable within weeks, and you decide whether to go further at every stage.

  1. Discover

    1–2 weeks

    We map your process, check your data and pick the use case with the clearest return.

  2. Prototype

    3–4 weeks

    A working version on your real data, measured against the targets we agreed.

  3. Build

    6–12 weeks

    Security, integrations, user interface and testing for a production launch.

  4. Run and improve

    Ongoing

    Monitoring, retraining and new features as usage grows.

Technology

We pick the model that fits, not the one we resell

Commercial or open-source, in the cloud or on your own servers. We choose based on accuracy, cost and where your data is allowed to go.

Models

OpenAI GPTAnthropic ClaudeGoogle GeminiLlamaMistral

AI frameworks

LangChainLlamaIndexPyTorchscikit-learnHugging Face

Cloud and data

AWSAzureGoogle CloudPostgreSQLSnowflake

Apps

PythonNode.jsReactFlutterDocker
Questions

What clients ask us first

We don't have clean data. Can we still use AI?

Usually yes. Most projects start with messy spreadsheets, PDFs and email. Part of discovery is checking what you have and cleaning just enough of it for the first use case.

Will our data be used to train public models?

No. We use enterprise model agreements that exclude training on your data, and where needed we deploy open-source models inside your own cloud account so data never leaves it.

How much does an AI project cost?

A discovery and prototype is a fixed price agreed up front. Full builds depend on scope and integrations; we'll give you a written estimate after discovery, before you commit to anything more.

Who owns what you build?

You do. The code, trained models, prompts and documentation are handed over to you at the end of each stage.

Can you work with our in-house team?

Yes. Many clients have us build the first system alongside their engineers, then gradually hand over ownership with training and documentation.

Have a process that should be automated?

Tell us about it. In a free 30-minute call we'll tell you honestly whether AI is the right fix and what it would take.

Services

AI engineering from strategy to support

Hire us for one piece or for the whole journey. Every engagement is run by senior engineers who have shipped AI into production.

Generative AI and LLM apps

Assistants and copilots built on large language models, grounded in your own knowledge so answers are accurate and traceable.

Example: an HR assistant that answers leave and policy questions from your handbook, and links to the exact clause.

What you get

  • Retrieval (RAG) over documents, wikis and databases
  • Chat for web, Slack, Teams or WhatsApp
  • Guardrails, access control and answer citations
  • Accuracy testing before launch

AI agents and workflow automation

Agents that carry out multi-step tasks across your systems and ask a person to approve anything important.

Example: an agent that reads purchase orders from email, checks stock in your ERP and drafts the confirmation.

What you get

  • Process mapping and automation design
  • Integrations with CRM, ERP, email and ticketing
  • Human approval steps and full activity logs
  • Dashboards showing time and cost saved

Machine learning and predictive analytics

Custom models that learn from your historical data to predict, score and recommend.

Example: a weekly demand forecast per store and product that cuts both stock-outs and overstock.

What you get

  • Forecasting, classification and recommendation models
  • Churn, fraud and risk scoring
  • Explainable results your team can question
  • Scheduled retraining as new data arrives

Document AI and computer vision

Turn paperwork and images into clean, validated data, with people reviewing only the uncertain cases.

Example: the bill extraction engine inside Zureit, which reads GST invoices in any layout.

What you get

  • Invoice, contract, ID and form extraction
  • Handwriting and multilingual OCR, including Indian languages
  • Visual inspection and defect detection
  • Review screens for low-confidence results

Data engineering and MLOps

The foundation that makes AI reliable: data in one place, pipelines that run on time, and models that are watched after launch.

Example: consolidating sales, finance and inventory data into one warehouse that feeds reports and models.

What you get

  • Data pipelines and warehouse setup
  • Model deployment, versioning and rollback
  • Drift and accuracy monitoring with alerts
  • Cloud cost reviews

AI strategy and consulting

For leadership teams deciding where AI should go first, what it will cost and how to keep it safe.

Example: a two-week review that ranks ten candidate use cases by value, effort and risk.

What you get

  • Use-case discovery workshops
  • Data readiness assessment
  • Build vs buy recommendations
  • AI usage policy and governance

Custom software and cloud

Full-stack product engineering for the apps around your AI, or for projects that don't need AI at all.

Example: a mobile app for field staff that syncs offline and plugs into a new forecasting model.

What you get

  • Web, mobile and SaaS product development
  • API and third-party integrations
  • Cloud migration and DevOps
  • Maintenance and support plans
Ways to work with us

Choose the engagement that fits your stage

AI pilot

For your first AI project

Discovery plus a working prototype on your data, at a fixed price agreed before we start.

  • 4–6 weeks
  • Clear success targets
  • Go / no-go report

Dedicated team

For building a full product

A cross-functional squad of AI, backend, frontend and QA engineers working as your team.

  • Monthly engagement
  • Scale up or down
  • Weekly demos

Team extension

For in-house teams short on AI skills

Add experienced AI or data engineers to your team, working in your tools and process.

  • Start in about two weeks
  • Knowledge transfer included
  • Flexible duration

Discuss your project

Solutions

A product of our own, and solutions for your industry

Start with Zureit, adapt one of our ready-built accelerators, or have us design something specific to how your business runs.

Zureitby Shyftlab

An AI-assisted accounting approvals platform for Indian businesses. Zureit reads your bills, checks them, routes them for approval and keeps a record no one can quietly change.

  • Built for GST invoices and Indian accounting practice
  • Maker-checker controls on every bill
  • Append-only audit trail, ready for your auditors
  1. Upload the bill

    Drop in a PDF, photo or scan from any vendor, in any layout.

  2. AI extracts and validates

    Vendor, GSTIN, line items, tax and totals are captured and cross-checked. Anything unclear is flagged.

  3. Maker prepares, checker approves

    Your team reviews the entry, then a second person approves or sends it back with a note.

  4. Recorded for good

    Each step is written to an append-only audit trail with who did what and when.

By industry

Where AI is paying off for businesses like yours

Banking, finance and insurance

  • KYC and loan document processing
  • Fraud and credit risk scoring
  • Claims triage and summaries

Healthcare

  • Clinical note summarisation
  • Appointment and patient support assistants
  • Medical report data extraction

Retail and e-commerce

  • Demand forecasting and replenishment
  • Product search and recommendations
  • Catalogue content generation

Manufacturing

  • Visual quality inspection
  • Predictive maintenance
  • Assistants for SOPs and manuals

Logistics and supply chain

  • Route and load optimisation
  • Shipment document automation
  • Delay prediction and alerts

Education

  • AI tutors grounded in course material
  • Automated assessment support
  • Admissions query assistants
Accelerators

Ready-built foundations that shorten delivery

Tested building blocks we adapt to your data and systems, so projects start from a working base rather than a blank page.

Knowledge assistant

Chat over your documents with citations, user permissions and usage analytics.

Document intelligence

The extraction and validation engine proven in Zureit, configurable for any document type.

Customer support agent

Answers common questions on web and WhatsApp and hands over to staff with full context.

Forecasting toolkit

Sales and demand forecasting with dashboards your planners can adjust and override.

Talk to us about your use case

Blogs

Notes from building AI in production

Practical lessons from our projects and from running Zureit, written by the engineers who did the work.

Contact us

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