AI-Native Skilling · Verified by TRACE™
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Build a role-aligned, AI-Native talent pool that’s measurable

Answer a few quick questions and get a personalized readiness blueprint — built on the same scenarios and TRACE™ signals we run with teams at Fractal, Tredence and Tiger. No sales call to start.

Fractal AnalyticsTredenceTiger AnalyticsMathCo5,000+ Data & AI engineers upskilled
Dear L&D Leader,
Step 1 of 3
What problem are you solving today?
Pick the one that fits best.

500+ industry aligned learning experiences empowering 5000+ Data & AI Engineers at companies like:

Fractal Analytics logo
Tredence Inc. logo
BharatPe logo
Novo logo
Akira Consultancy Pvt. Ltd. logo
Tiger Analytics logo
MathCo logo
Miles Education logo
Digi Safari logo
Cloudphysician logo
Fractal Analytics logo
Tredence Inc. logo
BharatPe logo
Novo logo
Akira Consultancy Pvt. Ltd. logo
Tiger Analytics logo
MathCo logo
Miles Education logo
Digi Safari logo
Cloudphysician logo
The AI Skills Gap

Everyone is training. Almost nobody can prove it worked.

01

Hiring can't move fast enough

The roles your roadmap needs next quarter — agentic AI, LLM engineering, modern data platforms — don't exist in the market at the price or volume you need them.

02

Course completion isn't capability

Videos watched and badges earned tell you someone showed up. They don't tell you whether that person can ship on a live client engagement on Monday.

03

Budgets get spent on guesswork

Without a real map of who can do what, training spend spreads evenly across a team instead of landing on the gaps that actually block delivery.

Built Around Roles, Not Courses

We don’t teach topics. We build people into roles.

Every skill path starts from a skill persona vetted by industry SMEs — so learning is aimed at a job someone will actually do, with the scenarios, tools and judgement that job demands.

Data Analyst

Turning raw data into actionable insights that drive business decisions and optimize performance.

Turns data into dashboards that tell a story

AI Engineer

Developing cutting-edge AI solutions that automate tasks, enhance efficiency, and innovate business processes.

Ships GenAI systems that survive real users

Data Scientist

Harnessing advanced statistical and machine learning models to uncover insights and predict future trends.

Brings machines to life with learning and logic

Data Engineer · Databricks

Designing high-performance data workflows in Databricks to fuel analytics and AI models at scale.

Crunches big data at lightning speed with Spark

Data Engineer · Snowflake

Creating data architectures in Snowflake that enable efficient storage, processing, and querying of massive datasets.

Makes petabytes feel like a single table

Data Engineer · Azure

Building robust, scalable data pipelines on Azure to ensure seamless data flow and accessibility.

Keeps the pipes running when volume spikes

10+ skill personas · 500+ expert-designed scenarios · 50+ immersive lab environments

Browse all skill paths
How it works · The TRACE™ Method

From role definition to a deployable talent pool

Four connected phases turn learning into verified, staffable capability — and keep re-validating it as roles evolve.

From campus hire to certified engineer

New hires are routed by background into the right accelerator, then have to clear a comprehensive exam — with targeted prep looping them back until they do.

STARTIs Engg Graduate?NIs MBA Graduate?YFlagship Acceleratorfor Tech PMs / LeadsTake Comprehensive ExamClear?NPrepareYProject ReleaseYIs CSE / ITBackground?NFoundations Standard(10 weeks)YFoundations Accelerator(5 weeks)Take Comprehensive ExamClear?YProject Based Fast Track(8 weeks)Certification TrackProject ReleaseNPrepare
Impact in Numbers

What happens when learning is built around the job

10,000+
Data & AI engineers upskilled
Across leading AI & analytics firms
1.2M
Tasks completed
Learning measured by work done, not videos watched
50,000+
Hours of hands-on lab
Real environments, real scenarios
95%+
Certification clearance
On Enqurious-powered tracks
30%
Jump in AI adoption
Across teams after upskilling
From the L&D Leaders Who Ran It

Judged by the people who had to make it work

I have been consistently impressed by the unparalleled expertise of Enqurious in Data Engineering and Data Analytics. What sets their mentors apart is the exceptional ability to design and deliver learning experiences for our campus hires. It meticulously bridges the gap between academic knowledge and real-world application, ensuring new hires have the right skills to tackle the latest and most relevant industry use cases — making them truly industry ready.

Rahul Ghali
L&D Head · Tredence

Fractal Analytics has had the pleasure of working with Enqurious for a number of learning requirements. We have been more than impressed with their program design and delivery. The quality of programs run by them is top notch and they have a great way of keeping the audience engaged and participating.

Arjun Sivasundar
L&D Head · Fractal Analytics

We received wonderful feedback about how detailed and practical application-focused the sessions were. For newbies, this is really important before they jump into real-world business situations where they'll have to navigate smoothly, often without much clarity. This is a niche training area that is often not covered on so many platforms available for online learning.

Sanket Adhikari
VP, Head of Delivery · Akira

I had in-depth visibility into my org's talent pool — it helped reduce guesswork in allocating the right people to the right projects.

Sankalp Hulsurkar
L&D Head · MathCo · After deploying TRACE™ · 200+ engineers verified, 85% at RRI-3+ within 12 weeks
Start Where You Are
For L&D Leaders

I build capability & prove it worked

For L&D leaders who need to move past course completion — building role-aligned, AI-native talent and evidence that the training actually landed.

  • Start free — download the Data Literacy Report
  • Go deeper — get a sample TRACE readiness report
  • Talk to us — map your team’s gaps in a 30-min demo
For Data & AI Leaders

I need staffable, role-ready teams

For CDOs and delivery leaders who need verified capability against a roadmap — who can ship today, who’s two scenarios away, and where the gaps are.

  • Start free — get the AI readiness benchmark
  • Go deeper — get a sample TRACE readiness report
  • Talk to us — map your team’s gaps in a 30-min demo
data report

Achieve 34% Faster Productivity in Data + AI Teams

Transform your Data + AI team onboarding with the scenario-based framework that delivers 34% faster productivity