Culture of experimentation is key to unlocking the value of data #TWLiveIn18

Understanding and acknowledging biases that AI can introduce is key to acceptance #TWLiveIN18

Digital Transformation is Outside In to deliver value to customers #TWLiveIN18

In a gig and sharing economy understanding your customer and leveraging the data generated through your interactions with them is key to continue engaging #TWLiveIN18

Crystal talks about her journey in Go-Jek building a data driven company #Gojek #TWLiveIN18

#gojek has organized themselves as information processing teams to scale and build multiple products which leveraged data #TWLiveIN18

A pod with heterogeneous skills !! Key insight from Crystal

Amazing how the #oyo team latched onto the #TWLiveIN18 trending hashtag. You don't get that without an great digital platform !!

Dr Shailesh talks about the new primitives needed to build AI systems #TWLiveIN18 #Reliance

Dr Shailesh - AI Systems - brings together evolution of sensors, computing, data, interfaces, knowledge (iterative learning), intelligence and decisions (real-time, personalized, proactive, strategic) #TWLiveIN18

Dr. Shailesh - Wisdom of crowds to wisdom of ecosystems is the way products will evolve #TWLiveIN18

Scale a good teacher at the planet level like a great search engine !!

Dr Shailesh - Models talking to models - evolution of AI thinking. This talk has been so informative and humbling !! #TWLiveIN18

Supply creates Demand. So true for data !! #TWLiveIN18

Community of trust, developer and producers roles and collaboration to be able to respond to change without getting rigid about practices and processes #XConfIndia

VAKT - Reassemble Trust as a Siesmic Shift, delivered using blockchain/DLT using Quorum, for post-trade settlements in energy trading #XConfIndia Thoughtworks

VUCA - in chaotic business environments one needs to act first #XConfIndia

1. Experimentation over Execution 2. Architectural Principles over Languages and Frameworks 3. Domain Expertise over expertise in Processes and Tools #XConfIndia

Quorum - assess for enterprise needs for DLT or decentralized apps #XConfIndia Thoughtworks

Q#, a domain specific language, for quantum computing. Assess #TechRadar #XConfIndia