Frequently asked questions

About Tratak Labs

What is Tratak Labs?

Tratak Labs is an experimental consultancy for real-world systems, based in India. It designs and builds the AI, automation, software and operational systems behind ambitious businesses, for organizations that have outgrown their existing infrastructure. It ships working systems rather than reports.

Where is Tratak Labs based?

Tratak Labs is based in India and works with clients globally. Much of its industrial work is with Indian manufacturing hubs moving from manual processes to digital systems.

When was Tratak Labs founded?

Tratak Labs was founded in 2020.

Who runs Tratak Labs?

Tratak Labs is run by a core team of four architects covering leadership, growth, core engineering and operations. They work alongside three in-house AI agents and a network of more than 100 on-demand specialists.

How is Tratak Labs different from a consulting firm or agency?

Tratak Labs does not sell hours or advice; it deploys "interventions", which are structural fixes that are built, installed and handed over. The team describes itself as founders first, consultants second, and ships code instead of slide decks. Engagements end with working systems that the client owns, with no vendor lock-in.

Services

What services does Tratak Labs offer?

Tratak Labs builds six kinds of system: AI systems (agents, RAG and knowledge systems, decision support), automation (workflow automation, integrations, data pipelines), software systems (internal platforms, dashboards, custom applications), process engineering (workflow analysis and redesign), industrial systems (IoT monitoring and connected operations on existing machines) and venture architecture (MVPs, technical validation and due diligence).

What does Tratak Labs deliver at the end of a project?

Tratak Labs delivers installed, working micro-apps, not reports. Examples include a factory energy dashboard, a compliance checklist and a tokenization interface. The client keeps the system that was built, with no vendor lock-in and no further commitment required.

How does a Tratak Labs engagement work?

Tratak Labs follows a four-step loop: Define the problem, Build a first commercial version quickly, Refine it against real use, and Deliver a self-sustaining system that runs without the Lab. Formal engagements are governed by a Statement of Work or service agreement.

What AI solutions does Tratak Labs build?

Tratak Labs builds applied AI systems for operations: predictive inventory models, RAG chatbots over a company's internal knowledge, computer-vision quality control and automated compliance monitoring. The team also runs its own AI agents for market intelligence, compliance checks and code generation.

Which technologies does Tratak Labs work with?

Tratak Labs works in Python, Rust and Solidity, with Bayesian inference and predictive modelling for data work, IoT protocols for factory hardware, and smart contracts and tokenomics for Web3 projects. It borrows methods across fields, for example applying financial risk models to inventory problems.

Factories and manufacturing

How does Tratak Labs help manufacturers digitize?

Tratak Labs helps manufacturers move from manual intuition to digital precision through its Industrial Lab. It fits non-intrusive IoT sensors to existing machines, builds predictive inventory and automated compliance systems, and installs a "Control Tower" dashboard that shows the factory floor in real time. Progress is measured in Overall Equipment Effectiveness (OEE).

Will digitizing my factory cause downtime?

No. Tratak Labs installs its sensors on existing machinery, including decades-old looms, without stopping production, and models the plant as a digital twin before changing anything on the floor.

What results has Tratak Labs achieved for factories?

At a textile manufacturing hub facing 15% raw-material leakage and 48-hour-old data, Tratak Labs installed IoT current sensors on looms and a FactoryOS micro-app. Data latency dropped from 48 hours to 0.2 seconds, and material savings came to about $240,000 a year.

How do I start with Tratak Labs as a manufacturer?

Manufacturers start by inviting Tratak Labs for a one-day structural diagnostic of their operations. Request it through the contact page.

Startups and investors

Can Tratak Labs act as a technical co-founder?

Yes. Through its Venture Lab, Tratak Labs acts as technical co-founder and operations architect for early-stage ventures: it builds the MVP, sets up brand identity and legal compliance, and gives founders a "Venture Cockpit" showing every commit, cost and sprint.

How quickly can Tratak Labs build an MVP?

Tratak Labs builds MVPs in weeks, not months, and aims to have a first prototype running within 72 hours of starting work.

Does Tratak Labs do technical due diligence for investors?

Yes. Tratak Labs runs 360-degree due diligence for investors covering technical scalability, brand, legal position and market fit, and supports portfolio companies with market analysis, competitive landscaping and business-model stress-testing.

Does Tratak Labs work on blockchain, Web3 and tokenization?

Yes. Tratak Labs designs tokenomics, writes smart contracts and builds asset tokenization and liquidity systems. One example is a blockchain verification layer for an ed-tech platform that cut certificate verification for more than 500,000 certificates from three weeks per batch to under one second.

Website templates

What is the Tratak Labs template library?

The Tratak Labs template library is a set of nine working website builds across architecture, logistics, agritech, nonprofit, education, wellness and travel. Each runs on its own live demo. Tratak Labs adapts the chosen template to your brand, content and stack, with a typical handover of about two weeks.

Pricing and contact

How much does Tratak Labs cost?

Tratak Labs does not publish fixed prices; each engagement is scoped to the problem and set out in a Statement of Work. Describe your project through the contact form to get a scoped proposal.

Does Tratak Labs work with clients outside India?

Yes. Tratak Labs is based in India and serves clients globally.

How do I contact Tratak Labs?

Email Tratak Labs at info@trataklabs.com or use the contact form at trataklabs.com/contact. The team replies within one working day.