www.drrajramesh.com what does it take?connections

leadership

give enough people,enough resources,enough time, and...

they’ll findenough ways to do nothing

BusinessValue

architectureresources

tools

organization

customer

process

Data + AI

innovationgap

COVID

knowledgemindset

collect

technology

AI

ML

DL

valueofferdevelop

decisions

insights

process

apps

data

AI/ML

infrastructure

cloud

yourcompanyanalytics

drone analytics subscriptionmgmt.

connectivity

fleet monitoring

CAT ecosystem

reportadministerplan

drug discovery

Phases I, II, III, IVadversereaction

Problem Statement

data

intuition

luck

3M-stickies

Zoom

how do the rest of us compete?

brand - role

trimmertractor

health

regulators

insur-techs cloud

what if?

no keypad?

You

innovation

PersonalEcosystem

BusinessEcosystem

currentstate

what to transform to?

money

resourcesskillspolitical support

understanding

partners

9. practicalconstraints

10. Innovation strategy

8. future state

simplepdf

complexpdfvelocity

variety

volume

value

clinicaltrials patient

careprovider

email

MS Doc

XML

drug

provider

subject

OCR125+

dataaugmentation

BlockchainMNLP

NER

ecosystem andXaaS concept

digitizedata

signaldetection

other types

veracity

DF-AIRPAmanual

socialmedia

organize & contextualizethe data

other data

processliterature

other solutions

AI Trackability & Traceability DF AI Fingerprinting

step 2 manual case intake

Current Process

orchestrate

step 1

pdf digital

duplicateeliminate

new case

classifytriage

audit18+ sources

search

digitize

analyzetagreview

reportstore data

PV caseintake

labelling

riskyerrorprone

timeconsuming

manual

goals

businessmodel

strategies

right data

disaster proof

governed

protected

shared

ownedtagged

consolidated

businesscapabilities

quality

3. business strategy

4. people

5. growth mindset

7. focus areas

6. data

imagination

storytelling

collaborationsynthesis

creativity

empathy

engineering

domain knowledge

failure OK

you the manager

you the individual

voicecontrol

RPA blockchain

mobilechannel

cybersecurity

drone

AI

startups

regulators

2. technology

blueprint

platform

capabilitiesprocess

tools

team

1. outside ecosystemYour Business Ecosystem

financeThe Ecosystem Economy

Artificial Intelligence Platform

Building a Culture of Innovation with AI