How Consumer Startups Can Drive Growth, Manage Users At Scale Using AI/ML

How Consumer Startups Can Drive Growth, Manage Users At Scale Using AI/ML

SUMMARY

A Gartner report states that 63% of digital marketing leaders struggle to deliver personalised experiences due to the lack of advanced technology across marketing functions

In his masterclass at the second edition of Inc42’s The Makers Summit, Google Cloud’s Rajesh Ramdas shared his insights for driving growth and delivering a seamless and secure customer experience

He emphasised the need to expand to Bharat and spoke about technologies that can help startups serve their users better

Post the Covid crisis, the sweeping societal and tech changes have transformed consumer behaviour in a way that few could have possibly imagined. Take, for instance, the rise of quick commerce, popularly known as the 10-minute delivery. Consumers today look for on-demand products and services delivered at the earliest, without compromising on quality or experience. 

In fact, the new normal is all about fast-evolving technology, pushing life towards an ‘experiential’ world and compelling brands to ditch the spray-and-pray approach — a typical marketing tactic where companies communicate with as many prospects as possible and hope for conversions. Instead, personalisation and engagement are emerging as critical metrics for growth and scale. 

This is understandable as repeated and customised interactions (through personalisation) help brands target the right set of consumers, create seamless experiences and enable them to forge stronger ties with people. Therefore, startups today are actively tracking consumer metrics such as shopping habits, preferences, drop-off rates and conversions across various touchpoints to monitor each customer’s unique journey.

But even after amassing valuable consumer data, not many can convert the same into actionable insights. According to a Gartner report, 63% of digital marketing leaders struggle to deliver personalised experiences. As the tech research and consulting firm points out, part of this problem stems from the lack of adoption of cutting-edge technologies like AI and ML, which are still at a nascent stage. Its findings reveal that merely 17% of digital marketers leverage such technologies across marketing functions.

In such cases, how can startups drive growth in an ever-evolving internet landscape, use the right AI/ML tools and manage humungous user data?

Speaking at the second edition of Inc42’s Makers Summit in April this year, Rajesh Ramdas, Google Cloud’s head of customer engineering (digital natives) said, “Personalisation is based on data-driven segmentation and sentiment monitoring that helps brands create a personalised engine and target customers better. Cloud computing offers an intelligent and secure platform to deliver next-generation products and services to customers.”

Watch Rajesh Ramdas explain how consumer startups can drive and manage consumers at scale.

What Startups Must Focus On

Building Products For Bharat Users

How Consumer Startups Can Drive Growth, Manage Users At Scale Using AI/ML

According to Inc42’s State of Indian Ecommerce report, India is home to more than 834 Mn internet users, of which 337 Mn come from rural India. The uptick in smartphone adoption, falling data prices and the pandemic-induced digital adoption have pushed digital-first brands to look beyond urban India and serve Tier 2 and Tier 3 regions and the hinterland with equal gusto.

Ramdas emphasised that companies should look at some critical trends while developing their products. And one of these should be the rise of vernacular digital content. Consider this data by Google: 95% of online video consumption happens in vernacular languages, and 560 Mn Indians are local language users.  

“Companies today need to invest in natural language processing, have the capabilities to convert text to speech and speech to text and add vision and video intelligence tools. Leveraging these technologies can help them scale at multiple levels,” said Ramdas.

Data Visibility Is Essential For Identifying Key User Metrics

Startups today are sitting on a data gold mine. But this data is stored across multiple systems, making it tough for companies to derive a comprehensive understanding of their customers. Mass data fragmentation also increases storage costs as unnecessary data accumulation burdens the system. According to Ramdas, the ability to look at data in multiple clouds with ease is crucial. 

When dealing with data and query loads, a next-generation platform scales transparently. It consistently maintains high performance regardless of concurrent queries. And you pay for exactly the data you store,” added Ramdas.

Embracing AI/ML To Enhance Security 

Privacy and data security are as important as data extraction for sustainable growth. Any data breach or data theft can financially impact a company and damage its reputation. 

According to Ramdas, organisations should ask themselves some pertinent questions before choosing privacy-protection tools. First, can these tools facilitate human oversight/monitoring? Are they regulation- and audit-compliant? What is the redressal framework if a problem arises? 

He suggested that robust AI/ML mechanisms can bolster data security and help organisations identify cyberattack patterns. For instance, Google Cloud’s data warehouse called BigQuery is built on ML capabilities wherein data is encrypted end-to-end, on the wire and the disk. 

“Integrated capabilities like model monitoring for performance monitoring, explainable AI for analysing predictions and machine learning for auditing are important for ensuring security,” he said.

Catch all the sessions and the insightful conversations from The Makers Summit 2022. The takeaways from some of the startup community’s most prominent product minds, makers, leaders and founders can be found right here at The Makers Academy

You have reached your limit of free stories
Become An Inc42 Plus Member

Become a Startup Insider in 2024 with Inc42 Plus. Join our exclusive community of 10,000+ founders, investors & operators and stay ahead in India’s startup & business economy.

2 YEAR PLAN
₹19999
₹7999
₹333/Month
Unlock 60% OFF
Cancel Anytime
1 YEAR PLAN
₹9999
₹4999
₹416/Month
Unlock 50% OFF
Cancel Anytime
Already A Member?
Discover Startups & Business Models

Unleash your potential by exploring unlimited articles, trackers, and playbooks. Identify the hottest startup deals, supercharge your innovation projects, and stay updated with expert curation.

How Consumer Startups Can Drive Growth, Manage Users At Scale Using AI/ML-Inc42 Media
How-To’s on Starting & Scaling Up

Empower yourself with comprehensive playbooks, expert analysis, and invaluable insights. Learn to validate ideas, acquire customers, secure funding, and navigate the journey to startup success.

How Consumer Startups Can Drive Growth, Manage Users At Scale Using AI/ML-Inc42 Media
Identify Trends & New Markets

Access 75+ in-depth reports on frontier industries. Gain exclusive market intelligence, understand market landscapes, and decode emerging trends to make informed decisions.

How Consumer Startups Can Drive Growth, Manage Users At Scale Using AI/ML-Inc42 Media
Track & Decode the Investment Landscape

Stay ahead with startup and funding trackers. Analyse investment strategies, profile successful investors, and keep track of upcoming funds, accelerators, and more.

How Consumer Startups Can Drive Growth, Manage Users At Scale Using AI/ML-Inc42 Media
How Consumer Startups Can Drive Growth, Manage Users At Scale Using AI/ML-Inc42 Media
You’re in Good company