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What we do

Three practices, one result.

AI Applications, AI & IT Solutions and IT Staffing — delivered as one connected team. From custom AI products to dependable infrastructure to the engineers who keep it all moving.

Founded in Bengaluru
2026
Connected practices
0
Products in production
0+
Bengaluru HQ, remote delivery
Global
What we build

Technology shaped around real problems.

Liznat Labs brings AI applications, automation, enterprise technology and engineering capacity together to turn messy business problems into working digital systems.

AI Applications

Intelligent products, assistants and automated workflows built for real business use.

AI & Data

Machine learning models, data pipelines and predictive systems that inform decisions.

Enterprise Technology

Cloud architecture, scalable infrastructure, cybersecurity and modern business systems.

Engineering Talent

Flexible technical capacity, vetted specialists and dedicated engineering pods.

01 — AI Applications

AI products that do the heavy lifting.

Production-ready AI applications that automate workflows, sharpen decisions and create measurable impact.

AI Command Centre

One place for all your AI.

A single dashboard that brings your models, automations and analytics together — so the business can see and steer what AI is doing.

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Knowledge Assistant

Scattered data, made useful.

An AI layer that connects your documents, systems and people, and answers questions with sources you can check.

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CRM Voice Agent

Sales and support, always on.

A voice agent that talks to customers, logs every conversation and updates your CRM automatically — day and night.

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Customer Chat Assistant

Answers in seconds, not hours.

A chat assistant for your website or WhatsApp that resolves common questions and hands off to your team when it matters.

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Document Intelligence

Paperwork, handled.

Read invoices, forms and contracts automatically — extract the data, check it and push it straight into your systems.

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Custom AI Builds

Built for your exact problem.

Need something specific? We design and deploy AI applications and data models around your exact business challenge.

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AI capabilities

From automation to production systems.

The architectures we design, build and run for our clients.

01 — AI AgentsAutonomous execution

AI workflows that finish the job.

Agents reason through multi-step tasks, pick the right tools or internal APIs, and complete the work end to end — with guardrails, logging and fail-safes built in.

  • Multi-step planning and tool calling
  • Guardrails that block unsafe or invented actions
  • Full audit log of every decision
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02 — RAG & KnowledgeVerified answers

Connect AI to what your company knows.

Retrieval-augmented generation indexes your manuals, policies, CRM history and databases, so answers come with citations your team can verify.

  • Hybrid semantic and keyword search
  • Role-based document permissions
  • Citations back to the exact source
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03 — Multimodal AIVision & audio

Systems that see, listen and understand.

Models that work across scanned documents, images, video and audio together — for automated inspection, extraction and analysis.

  • OCR and layout analysis for dense forms
  • Computer vision for defects and safety
  • Combined voice and text understanding
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04 — Intelligent PipelinesWorkflow automation

Automate the repetitive, end to end.

Turn manual, error-prone processes into automated pipelines that plug into your databases, email, CRM and ERP.

  • Automatic extraction, validation and data entry
  • Exceptions routed to a human when needed
  • Sync with CRM, ERP and payment systems
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05 — Voice AI AgentsReal-time calls

Natural conversations at phone speed.

Fast voice agents that handle interruptions, listen properly and take action — for support lines, intake calls and outbound reminders.

  • Low-latency, natural-sounding replies
  • Intent detection with live CRM updates
  • Works with standard telephony and SIP
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06 — Custom Domain ModelsYour data, your model

Models trained on how your business talks.

When off-the-shelf APIs aren't enough, we fine-tune open models on your domain data to hit your accuracy, cost and privacy targets.

  • Private hosting inside your own cloud
  • Fine-tuning with LoRA / QLoRA
  • Optimised inference for high throughput
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02 — AI & IT Solutions →03 — IT Staffing →
From idea to impact

How we deliver.

A five-stage method designed to cut risk and get you to production sooner.

  1. 01

    Discover

    We pin down the real bottleneck, map the systems you already have and agree on measurable goals.

  2. 02

    Design

    We plan the architecture, data flows and model choices, and design the interface people will use.

  3. 03

    Build

    Weekly sprints, model tuning where needed, and automated tests that keep every release safe.

  4. 04

    Deploy

    Zero-downtime launch into a secure production environment with monitoring and access control in place.

  5. 05

    Evolve

    We keep watching, retraining and optimising as your users and volumes grow.

02 — AI & IT Solutions

Enterprise technology, built to scale.

AI, data, cloud and infrastructure — the foundation every modern business runs on.

AI & Data Models

Turn data into advantage.

Machine learning and analytics that turn the data you already collect into measurable outcomes.

IT Infrastructure

Infrastructure that keeps up.

Scalable infrastructure with monitoring, security and continuous optimisation built in.

Cloud & Data Centre

Ready for what's next.

Cloud architecture, migration, reliability engineering and disaster recovery designed for continuity.

Cybersecurity

Secure by design.

Threat assessment, hardening, vulnerability audits and compliance support across your systems.

Smart City

Connected urban systems.

IoT devices, telemetry and secure platforms for efficient, sustainable public operations.

Smart Campus

Campuses, modernised.

Digital campus platforms, access and safety systems, and connected infrastructure in one architecture.

Our technology stack

Built on proven technology.

Mature frameworks, current model foundations and battle-tested cloud platforms.

AI & Machine Learning
  • PyTorch
  • TensorFlow
  • LangChain
  • Llama
  • OpenAI
  • Claude
  • Whisper
  • Hugging Face
Backend & Data
  • Python
  • FastAPI
  • Node.js
  • PostgreSQL
  • MongoDB
  • Redis
  • GraphQL
  • REST
Cloud & Infrastructure
  • AWS
  • Vercel
  • Docker
  • Kubernetes
  • Nginx
  • Linux
  • Terraform
  • CI/CD
Web & Mobile
  • Next.js
  • React
  • TypeScript
  • Tailwind
  • Kotlin
  • React Native
  • Three.js
  • Figma
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01 — AI Applications →03 — IT Staffing →
03 — IT Staffing

The people behind the technology.

Experienced technology professionals and flexible engineering teams that extend what your company can do.

Product Engineering

Build without slowing down.

Full-stack, backend and cloud engineers, vetted on real projects, to speed up your roadmap.

AI & Data

Bring AI skills in-house.

Data scientists, ML engineers and LLM specialists ready to ship production models.

Quality & Reliability

Release with confidence.

Test automation, security testing and reliability engineers for stable, low-defect releases.

Dedicated Pods

A team built around your goals.

Self-managing engineering pods or staff augmentation — with payroll, HR and replacements handled by us.

Solutions for modern teams

Right for every stage.

Whether you're launching a first product or modernising systems that have run for years.

Startups

Fast MVPs, AI prototypes and quick go-to-market without the cost of a full in-house team.

Enterprises

Private LLM deployments, cloud migrations, compliance and always-on critical infrastructure.

Product teams

Embedded engineering pods that join your sprints and help you hit roadmap milestones sooner.

Growing businesses

Turnkey IT, workflow automation and dedicated engineers who are ready from week one.

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01 — AI Applications →02 — AI & IT Solutions →
Selected work

Built for real impact.

Not theory — real products shipped to production and used every day.

Why Liznat Labs

Engineering-led, proven in production.

We connect modern AI with disciplined engineering across every product we ship.

Business-first

We start from the problem that costs you time or money — not from a technology looking for a use.

AI + engineering

Modern AI models backed by solid software engineering, strict data security and predictable behaviour.

End-to-end

Discovery, scoping, design, build, cloud deployment and ongoing support — one team the whole way.

Flexible delivery

Dedicated pods, fixed-outcome builds or managed functions — whichever fits your roadmap.

Frequently asked questions

Common questions, answered.

Engagement models, technical capabilities and how projects get started.

We run three connected practices: AI Applications (assistants, voice agents and custom models), AI & IT Solutions (cloud, infrastructure, data and cybersecurity) and IT Staffing (dedicated engineering pods and individual engineers).

Ready to build what's next?

Let's talk about your project.

Whether you need an AI application, an enterprise technology solution or more engineering capacity — tell us what you're trying to build.

Book a strategy call