True Foundations | True Outcomes

True Foundations of Action : Data with accuracy, scalability and Security

True Foundations of Action : Data with accuracy, scalability and Security

True Foundations of Action : Data with accuracy, scalability and Security

Dependable data to Decisive AI

DRIVE YOUR BUSINESS OUTCOMES

TFA Data Labs helps you discover what to automate, who it benefits, and builds everything from the ground up using our “True Foundations of Action” model. Launch intelligent, scalable, and cost-optimized solutions confidently.

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Vikas Chauhan - Data Engineering and Agentic AI Expert

Vikas Chauhan - Data Engineering and Agentic AI Expert

BENEFITS

Why Choose TFAdatalabs

Why Choose TFAdatalabs

Delivering secure, scalable, and optimized data and AI solutions.

Proven enterprise outcomes

11+ years delivering data engineering in regulated domains (wholesale lending, IFRS9, insurance) with measurable impact on reliability and speed-to-value.

Modern stack expertise

AWS (S3, Glue, MWAA/Airflow, Lambda, Redshift, Athena), Snowflake, dbt, and Tableau designed for maintainability and scale.

Agentic AI, pragmatically applied

Enterprise grade implementations with Amazon Bedrock and Open AI Agent Kit powered agents that automate workflows where ROI is clear.

Faster time-to-confidence

From lineage understanding to a production-ready pilot, de-risked through small, testable increments and clear acceptance criteria.

Enablement-first

Documentation, handover, and training so internal teams can run and evolve the solution without vendor lock-in.

WHAT WE DO

Smarter Data, AI-Powered Workflows

Smarter Data, AI-Powered Workflows

We deliver data engineering, analytics, and AI workflows that scale with your business.

Ingestion

ETL

Orchestration

Governance

Ingestion

ETL

Orchestration

Governance

Ingestion

ETL

Orchestration

Governance

Data Engineering

Data Engineering

Design and run AWS‑native pipelines that make your data reliable, secure, and ready on time, every time.

Design and run AWS‑native pipelines that make your data reliable, secure, and ready on time, every time.

Ingestion

ETL

Orchestration

Security

Ingestion

ETL

Orchestration

Security

Ingestion

ETL

Orchestration

Security

Analytics Engineering

Analytics Engineering

Model and test with dbt to turn raw data into trusted, analysis‑ready datasets and metrics your teams can use.

Model and test with dbt to turn raw data into trusted, analysis‑ready datasets and metrics your teams can use.

Problem First Solution

WIth Guardrails

Production ready

Cost effective

Problem First Solution

WIth Guardrails

Production ready

Cost effective

Problem First Solution

WIth Guardrails

Production ready

Cost effective

Agentic AI engineering

Agentic AI engineering

Build autonomous, tool‑using AI agents that plan, act, and integrate with your stack to automate multi‑step workflows.

Build autonomous, tool‑using AI agents that plan, act, and integrate with your stack to automate multi‑step workflows.

Inbound

Outbound

CRM Enrichment

Lead Generation

Inbound

Outbound

CRM Enrichment

Lead Generation

Inbound

Outbound

CRM Enrichment

Lead Generation

GTM engineering

GTM engineering

Wire data to marketing and sales motions to create repeatable, measurable revenue workflows and playbooks.

Wire data to marketing and sales motions to create repeatable, measurable revenue workflows and playbooks.

COMMON USE CASES

Solutions

Governed, scalable, and AI-powered workflows built for reliability, security, and efficiency.

Data stack modernisation

Documented models with lineage, tests, and contracts.

Cloud & data Migration

CI/CD and scheduling for reliable refresh.

Business Intelligence & Outcomes

Observability and cost insights to keep spend predictable.

Cost Optimisation of Data workload

Access controls and audit trails for regulated reporting.

Agentic AI Automation Workflows

Agents that summarize, monitor, and route insights to decision-makers.

Automation of data lifecycle for AI & ML

Agents that summarize, monitor, and route insights to decision-makers.

PROVEN IMPACT

Real Benefits, Real Results

Real Benefits, Real Results

Smarter workflows, optimized costs, and actionable insights all in one solution.

House of Hushed : E-commerce company

TFA team worked with use to implement data workflows to improve our CRM data and refined data for customer targeting & acquisition

0

%

Customer Acquisition Rate

0

%

Technical Debt

Emily's E-commerce Success

Emily, the CEO of BloomTech, transformed their marketing efforts using AI-powered tools. This shift resulted in a 60% increase in ROI and a 45% improvement in customer personalization, leading to a surge in brand loyalty

0

%

growth in sales

0

%

rise in engagement

Sophia's Retail Breakthrough

Sophia, the marketing lead at Trendify, used AI-driven analytics to dive deep into customer behavior. The insights led to a 40% increase in engagement and a 30% rise in repeat purchases, creating long-term customer relationships.

0

%

gain in retention

0

%

surge in profits

They took the time to understand our workflows, and implemented pipelines that drastically improved data reliability. The results were transformative!

House of Hushed : E-commerce company

TFA team worked with use to implement data workflows to improve our CRM data and refined data for customer targeting & acquisition

0

%

Customer Acquisition Rate

0

%

Technical Debt

Emily's E-commerce Success

Emily, the CEO of BloomTech, transformed their marketing efforts using AI-powered tools. This shift resulted in a 60% increase in ROI and a 45% improvement in customer personalization, leading to a surge in brand loyalty

0

%

growth in sales

0

%

rise in engagement

Sophia's Retail Breakthrough

Sophia, the marketing lead at Trendify, used AI-driven analytics to dive deep into customer behavior. The insights led to a 40% increase in engagement and a 30% rise in repeat purchases, creating long-term customer relationships.

0

%

gain in retention

0

%

surge in profits

They took the time to understand our workflows, and implemented pipelines that drastically improved data reliability. The results were transformative!

House of Hushed : E-commerce company

TFA team worked with use to implement data workflows to improve our CRM data and refined data for customer targeting & acquisition

0

%

Customer Acquisition Rate

0

%

Technical Debt

UK based bank

Developed data pipeline using DBT and Snowflake to create consistently accurate data from source data for quarterly ECL calculation for premium receivables & investments. Helped the client on resolving issue of providing accurate data for calculation and auditing

0

%

Maintenance Hours

0

%

Data Accuracy

Saudi based insurance client

For Business Intelligence project: Handled wholesale credit risk & lending transformation project on client side. I lead a development team,

0

%

Processing Costs

0

%

Decission Accuracy

OUR TECH STACK

The Stack Behind Our Solutions

The Stack Behind
Our Solutions

Tools That Turn Data into Decisions

"We use the best tools to deliver smart, connected workflows."

COMPARISON

Why Choose Us Over Others

Why Choose Us Over Others

See how our data, AI, and compliance solutions outperform others.

AI & data-first, measurable outcomes with scalable pipelines

Clean, documented workflows with CI/CD best practices.

Built-in governance, audit trails, and data lineage

Optimized serverless and cloud-efficient architecture

High-performing, monitored pipelines with uptime SLAs

Others

One-off or generic projects without clear metrics

Ad hoc, opaque scripts and custom code

Manual processes, untracked or inconsistent compliance

Over-provisioned, inflexible, and costly infrastructure

Inconsistent performance with minimal monitoring

AI SPECIALIST


We bring you experience, skill and collaboration

Vikas Chauhan

Data Engineering and Agentic AI Expert

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Vikas Chauhan

Data Engineering and Agentic AI Expert

user pic

Vikas Chauhan

Data Engineering and Agentic AI Expert

user pic

Get Started

Ready to Optimize Your Data & AI Workflows?

Book a call to discuss how we can streamline your data, automate AI workflows, and ensure compliance.

Get Started

Ready to Optimize Your Data & AI Workflows?

Book a call to discuss how we can streamline your data, automate AI workflows, and ensure compliance.

Get Started

Ready to Optimize Your Data & AI Workflows?

Book a call to discuss how we can streamline your data, automate AI workflows, and ensure compliance.