A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure...

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A Cognitive Computing Company

Transcript of A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure...

Page 1: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

A Cognitive Computing Company

Page 2: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

About Accure

Accure improves the well-being of cities, companies,

hospitals and infrastructure through ready-to-use AI tools

that puts super-computing problem-solving capability into

the hands of users.

Page 3: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Offices in 4 countries & partners in UK, Germany, UAE, KSA & Malaysia

Founded by Sam

and Raza

in 2011

Established in Virginia,

USA in 2015 To expand in GCC opened office in

Kuwait in 2018

To exploit ASEAN market

planning to open office in

Singapore in Q12019

Sam Ansari

Founder & CEO

Mogishuddin Raza

Founder & COO

• 4 US Patents

in big data

• 3 tech

startup

experience

• Oil & Gas,

Mining,

Healthcare

• 20+ years of

experience managing

global software

development team

(HP & EMC2)

• Data centre tech &

Aircraft

manufacturing

50+ data scientist and Software

Engineers

Momentum is homegrown AI platform and

entire source code and IP belongs to Accure

Ready to file for Global patents

Company Overview

Manufacturing Smart City

Geospatial Healthcare

Barry Shakespeare

Chairman of Board

• MBA with 35+

years of

experience in

global sales

and

marketing

Lester FirstenbergerGeneral Counsel,

Board Member

• LLM with 26+

years SME in

legal,

compliance,

banking, and data

technologies and

analysis

Patrick Barber SVP, Board Member

• MBA with 30+

years of

experience

business

development,

operations, sales,

and corporate

finance.

Sagar Aggarwal

VP -Sales

• MBA with

16+ years of

experience

in business

developmen

t, operations

and sales

Puneeta Verma

Engineering Head

• 20+ years of

experience in

project

delivery &

management.

• Expertise in

Data

architecture

Executive Management Team

Yakub Alqaoud

CEO MENA

• Degree in

Finance &

Management

from the

University of

Denver (USA)• Expertise in

Finance &

Banking

Page 4: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

AI for Community

How do we make our manufacturing,

transportation, hospitals, companies, and

infrastructure smarter?

Page 5: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Artificial Intelligence is the answer

But.. How do we make AI easier and faster?

Page 6: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Introducing

An Autonomous AI Platform

Page 7: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

What is Momentum

Momentum is a data science platform that puts supercomputing power in

the hands of users to rapidly deploy AI solutions.

Superfast ETL AI & NLP IoT Visualization

Page 8: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

MOMENTUM Works With Any Data

Geo-Location

(Latitude /

Longitude)

Drones

Satellites

Mobile & Social

Media

Images

IoT SensorsDatabases

Assorted File

Types

Page 9: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Realtime images transmitted to Momentum AI

Momentum ’s Deep Insight

detects defects

Triggers actions and alerts

e.g. Separate defective products to different bins

Trigger machine shut off if a calibration issue detected

Electrical and environmental sensors data

Dashboards with KPIs

Momentum reference architecture for IIoT for Industry 4.0

Various Applications Data

Page 10: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Momentum Features to build AI Solutions

Structured

records

Momentum

ETL

Distributed

OCR

MINE

Parser, Rest Client,

DB Import

Direct

Protocol Data Lake

AI and ML

Application & Visualization

Images

Digitized

documents

Integration with

existing system

Integration with

3rd Party Application

UnStructured

records

Various Sensors

& IoT devices

Page 11: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

DATA STORAGE

Built for Variety, Volume, Velocity, & Scale

PROCESSING OPTIMIZATION

Data is automatically optimized Scalable Cluster

DesignVISUALIZATION

Visualization does not crash as data size / volume increases

Page 12: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

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SERVICESTECHNOLOGY / PLATFORM

Data

Science

Virtual

or

On-site

suppor

t

Training

Actionable

Insight

End-to-End Support

Page 13: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

What can you do with Momentum

Data Ingestion

Data Transformation

ML & AI

NLP

IoT

Data Pipeline

Visualization

Integration

Custom Analytics

From multiple data sources: RDBMS, NoSQL, Dropbox, S3 and more

SQL based interface to perform complex transformation over structured and

unstructured data at large scale

AI with automated feature engineering without a single line of code

Text mining and NLP with NER, sentiment, semantic and concept categorization

Highly scalable realtime stream analytics of data from IoT devices and sensors

Automate entire data flow from ingestion to AI to insight using drag-n-drop tools

An integrated visualization engine to see insights on web browser, also works

standalone with several data sources

A single interface to write extension in Java - does not require to learn complex

APIs

Processed data can be sent to several supported external databases to integrate

with other systems

Page 14: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Why Momentum

• Auto AI with Momentum does not require data science skill

• AI deployment to production in days and not in months/years

• Save on data wrangling time which is 80% of data science activity

• The most import tasks a data scientist does:

• Feature engineering

• algorithm selection

• hyperparameter tuning

Momentum does it all, automatically.

• Deploy on-premise or cloud

Page 15: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

What we offer?

Momentum AI platform

AI Advisory

Use case

development

Best practice implementation

Data Science

AI model development

AI Deployment

On premise or cloud

deployment

Custom AI

app development

Page 16: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Why AI Advisory?

According to Gartner:

- by 2021 40% of new enterprise solutions will have some form of AI.

- Most of the AI initiatives will fail due to:

• Lack of leadership to drive AI initiatives

• Not picking the right problem to solve

• Lack of data science skill

• Non-existence of interoperable AI

Accure AI provides an ecosystem for companies to adopt and easily deploy AI solutions that

have high business values.

This ecosystem involving people, process and technology includes:

AI Advisory Board of

thought leaders and

influencers

Data scientists and AI

engineers

Momentum AI platform

and ready-to-deploy

models

Industry specific best

practices

Page 17: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Sample Use Cases

Page 18: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Momentum: Geospatial data processing

Objective: Analyze geospatial geometrical data vis-a-vis

to the device coordinate data and customer transactional data

for meaningful insights for targeted advertisements

Challenge:-

- Big data real-time processing challenges

- 140 Million Parcel data containing polygons of both commercial and residential addresses in

all 50 states of the US

- Customer data from one specific credit bureau (150+ Million customers)

- Data ingestion in the Big Data platform in terms of 2 Billion device coordinate data

Solution: A Big Data Platform is built to enables the real-time data ingestion from any data

source, Aggregates, Processes and then Visualizes data to gain meaningful insight.

Result: Geo-coding processing at 0.9 ms per record with 5 node cluster (50 GB RAM each)

(A sample use case of volume, scale and performance of Momentum)

Page 19: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

MOMENTUM + Aviation

Saved Millions in Weeks by recommending more cost-effective parts asreplacement opportunity while adhering to ALL attributes – physical & mechanicalrequirements

Specs

Engineering

Requirements

A sample use case of solving complex problem in Momentum)

Page 20: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Airlines Maintenance

Challenge: Need to prioritize maintenance and replacement of parts (Data in different systems covering time, maintenance, staffing, fuel costs, etc.)

Solution: MOMENTUM aggregates data from different solutions that don’t speak to each other and visualizes data

Result: Insight that optimized cash flow for entire operation

1

Supply Chain / Distribution

Challenge: Consumer goods Manufacturer has 1800 distributors across India; needs better insight into real-time supply / distribution needs

Solution: Team connects 1800 endpoints with varying levels of internet connectivity and hardware; MOMENTUM Aggregates, Processes, Visualizes data

Result: Insight into real-timeinventory, stock levels, distribution

Healthcare

Challenge: Ensure rheumatology patients receive the right prescription without it conflicting with their health profile or other things they might be taking

Solution: MOMENTUM Aggregates, Processes using Cognitive Science, Machine Learning, NLP, and Visualizes data

Result: 10-15 hours saved per in-house authorization team member; improved care quality; reduced care cost

2 3

MOMENTUM Case Studies

Page 21: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Mobile Wallet

Challenge: Understand customer value; where to focus marketing efforts; supply chain; churn

Solution: MOMENTUM Aggregates data, Processes using Machine Learning and data science, and Visualizes data

Result: Insight into client value per transaction, by geography, as well as Life Time Value, payment processing success / failure; upsell / cross-sell with product recommendations; churn analysis

4

Smart Parking (IoT)

Challenge: 2000 parking spots with sensors; need to predict volume (resource / revenue planning) and identify the outlier for a possible revenue leakage and fraud

Solution: MOMENTUM aggregates stream-based real-time sensor data; Processes with Machine Learning, and Visualizes data

Result: Hourly parking prediction over aweek; Outlier detection showed carscoming in 15-16 times per day; parkersegmentation; Revenue Prediction;Optimized Employee Scheduling; Trafficrouting, challenging customers who wantsto do fraud

Call Center

Challenge: 700+ call centers across India; Operation insight for resource planning / allocation

Solution: MOMENTUM Aggregates 1.5M records per day, Processes using Machine Learning, call center operation analytics and Visualizes data

Result: Hourly call volume prediction over 30 days; Discovery of misuse of resources in off-peak hours; Saved on cost / resources; Insight per agent

5 6

MOMENTUM Case Studies

Page 22: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Sample Dashboard

Page 23: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Examples of Actionable Insight You Can Gain

Operations Analytics

Customer Churn / Retention Analysis

Customer Segmentation

Supply Chain Analytics

Categorization

Predictive Analytics

Prescriptive Analytics

Recommendation

Fraud Detection

Outlier Detection

Page 24: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Value-Added Partner

Limited Scope POC POC Goal Assessment

Exploratory Call

▪ Learn about client▪ Share what we offer▪ Understand client’s

needs▪ Outline limited scope

POC

▪ Work with real data▪ Production quality▪ Demonstrate Accure’s

capability to understand client’s need and deliver

▪ Score POC against client needs / goals

▪ Zero in on how Accure can best help client

▪ Define larger scope solution

▪ Larger scale deployment▪ Long Term and Trusted

Relationship

Data ScienceEngineeringExecution

Dedication to ClientAbility to Listen

Commitment to Client SuccessCapability to deliver at scaleWe demonstrate:

Our Process

Page 25: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Customers

Page 26: A Cognitive Computing Company - IoT ONE Profile.pdf · A Cognitive Computing Company. About Accure Accure improves the well-being of cities, companies, hospitals and infrastructure

Thank You!

www.accureanalytics.com

A Cognitive Computing Company