In an era of information overload, investors are spending too much valuable cognitive bandwidth endlessly searching for signals buried under mountains of noise. The consequence of information overload for investors is an over-reliance on heuristics. Heuristics cause biased decisions, increased risk exposure, missed opportunities and under-performance. In order to outperform benchmark indices in today’s financial markets, investors must evolve by leveraging artificially intelligent machines capable of extracting actionable insights buried in the nuances of language with human-level accuracy. Our team consists of world-class technologists, AI scientists and industry veterans. Backed by a strategic partnership with IBM Watson, Accrete’s bias-free, contextually adaptive investment tools empower investors to spend less time searching for insights and more time making informed decisions. Our products help analysts and portfolio managers detect changes in nuance across key topics mentioned in earnings calls, find actionable M&A rumors, parse confusing Fed Speak and identify supply chain risk before others. At Accrete, we are leveraging expert networks, shallow and deep learning techniques to build smart investment tools that solve real-world problems and help investors generate alpha in the digital age.

1. About Us
Accrete uses artificial intelligence (AI) together with collective human intelligence
(CHI) to help investors process vast volumes of information more efficiently, make
better decisions, and generate alpha in the digital era.
The Problem
In an era of information overload, investors are spending too
much valuable cognitive bandwidth endlessly searching for
signals buried under mountains of noise. The consequence of
information overload for investors is an over-reliance on heuris-
tics. Heuristics cause biased decisions, increased risk exposure,
missed opportunities and underperformance. In order to out-
perform benchmark indices in today’s financial markets, inves-
tors must evolve by leveraging artificially intelligent machines
capable of extracting actionable insights buried in the nuances
of language with human-level accuracy.
The Vision
Our team consists of world-class technologists, AI scientists
and industry veterans. Backed by a strategic partnership with
IBM Watson, Accrete’s bias-free, contextually adaptive invest-
ment tools empower investors to spend less time searching for
info@accrete.ai www.accrete.ai
We are Entering an Age of Super Intelligence in Asset Management
insights and more time making informed decisions. Our products
help analysts and portfolio managers detect changes in nuance
across key topics mentioned in earnings calls, find actionable
M&A rumors, parse confusing Fed Speak and identify supply
chain risk before others. At Accrete, we are leveraging expert
networks, shallow and deep learning techniques to build smart
investment tools that solve real-world problems and help inves-
tors generate alpha in the digital age.
Learn More
To learn more about Accrete, read how fund managers can apply
AI to turn data into insights, reduce bias in decisions and gener-
ate alpha explained by Prashant Bhuyan, Founder & CEO.
Yurdaer Doganata, PhD
Chief Technology Officer
Rahul Jindal
Head of Research & Analytics
Andrés Diana
Head of Product
Alex Merrill
Head of Business Development
Prashant Bhuyan
Founder & CEO
Josh Adam
Co-Founder & Advisor
Mayank Patel
Co-Founder, President & COO
Adam Kelly
Co-Founder & Chief Knowledge
Officer
Sangram Raje
Lead AI Scientist
Kanwal Singh
Senior AI Scientist
Vaibhav Krishnan
AI Scientist
Junyu Huang
HCI Designer
Kiran Sabbani
Lead Developer
Arjun Panwar
UX Developer
Vikas Sinha
Backend Developer
Rohit Gupta
Developer
Jai Malik
Chief of Staff
Alex Kramer
Global Operations Manager
For more in-depth bios please visit our
team page at Accrete.AI.

2. Rumor Hound
Actionable M&A Rumors
Identify credible M&A rumors with speed and pinpoint accuracy before the information is widely
disseminated on the street. Rumor Hound helps you generate alpha by surfacing rumors early in the
information cycle. Rumor Hound finds where rumors start amidst an ocean of digital channels, so you
can focus on making good decisions with the information provided.
M&A rumors emanate from any one of countless different data
sources. It’s impossible for human traders to effectively sift
through thousands of disparate data sources in a timely manner
and surface the credible rumors with market moving potential.
Problem
Rumor Hound scrapes thousands of disparate unstructured
data sources in real time and identifies rumors buried in the
data providing a filtered list of rumored acquisition targets
scored by recency and credibility.
Rumor Hound Solution
info@accrete.ai www.accrete.ai
Like an army of analysts highly trained in M&A working
24/7 to identify actionable rumors
Assesses rumor quality and actionable value identifying
sources, recurrence, quality, age, and numerous other
factors to cross-validate rumor accuracy
Tirelessly performs tedious mental labor with > 90% clas-
sification accuracy
Gets smarter every day, improving accuracy and adapting
to changing contexts
Takes into consideration Alexa rankings, author influence,
and domain expert input to determine source credibility
Finds the fingerprints of a deal and connects the dots
before the rest of the street even finds the dots Jan 18, 2018
LGF-B
LGF-B CBS Corporation
LGF-B Amazon.com, Inc.
LGF-B Verizon Communication Inc.
5.70 8.22
6.33 8.22
8.22
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3. Rational Exuberance
Federal Reserve Contextual Insights
Rational Exuberance helps you tackle information overload in the context of confusing Fedspeak
and cross-talk amongst Fed governors. It parses news, economic data, and official FOMC state-
ments combining all that noisy data to better forecast interest rate changes.
Fed communications contain too much nuanced information related to
monetary policy for humans to process. Divergences between the Fed’s
interpretation of economic indicators and the market’s interpretation of
the same data create compelling investment opportunities. Due to our
biological processing limits, opportunities are often missed.
Problem
Rational Exuberance continuously analyzes
1000s of articles per day to find divergences
between the Fed and the market and generates
trading alerts and policy forecasts with real-time
confidence scores.
Rational Exuberance Solution
info@accrete.ai www.accrete.ai
Rational Exuberance reads and distills tens of thousands
of articles looking for every nuance related to inflation
and employment in real-time
Helps forecast rates more accurately and provides a 91
day T-bill strategy based on our Synthetic Fed Futures
Index
Tracks the tone of FOMC and market chatter relative to
key economic indicators
Approach has resulted in a leading indicator to the 30 Day
Fed Funds Futures and has correctly forecasted the 17
previous FOMC policy decisions with probability scores
Understands what it means to be dovish and hawkish in
different contexts with > 85% classification accuracy
saving 1000s of man-hours
Tracks individual Fed governor sentiment & influence and
understands the triggers of change
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4. Data Distillery
Supply Chain Intelligence
Data Distillery helps you understand and identify supply chain risk at the most granular geographic,
facility, and product-line levels. Drastically reduce your research burden by letting Data Distillery read
10Ks, 10Qs, company presentations, and reports so you can focus on making decisions with data,
instead of wasting time finding it.
It is difficult for investors to keep track of companies’ supply
chains and production facilities. Human analysts take signifi-
cant time to assess geographically acute events that meaning-
fully impact certain companies.
Problem
Data Distillery maps the supply chain and production facilities
for specific companies, enabling you to rapidly analyze the po-
tential impacts of geographically confined events on company
operations.
Data Distillery Solution
info@accrete.ai www.accrete.ai
Continuously reads company websites, presentations, 10-
Ks, 10-Qs, and more
Maps the geographical distribution of company facilities
and continuously monitors changes
Understands the geographic distribution and concentra-
tion of production centers, retail stores, and other key
company assets
Makes informed predictions about the effects of geolo-
cated events
Drills deeper than traditional tools alone
Helps analysts compress hours of tedious mental labor
into seconds with 85% accuracy
Manufacturing Facilities Companies Sectors
Basic Industries Agricultural Chemicals
IN-IndiaAsia
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5. Topic Deltas
Earnings Call Nuanced Insight
Imagine having the ability to listen to every conference call for the S&P 500 (current and historical),
categorize every topic discussed, remember every nuance mentioned, and instantly compare the dif-
ferences over time and against market consensus. This is the power Topic Deltas delivers. Gain both
greater accuracy and greater breadth in earnings call analysis by letting Topic Deltas focuses on data
extraction, transformation, and categorization so you can focus exclusively on ideation.
Earnings calls contain hidden nuances that are difficult for human beings
to decipher but have significant implications for stocks. It is very difficult to
contrast statements made during earnings calls, on a per-topic basis, against
market expectations, over time, and at scale.
Problem
Topic Deltas listens to earnings calls in re-
al-time, quantifying nuance and measuring
sentiment deltas across calls and against
market expectations.
Topic Deltas Solution
info@accrete.ai www.accrete.ai
Tackles information overload and complexity in earnings
calls by transforming messy data into quantifiable numbers
allowing for quick apples 2 apples comparisons
Automagically parses earnings call transcripts into topic
concepts
Real-time ticker and chart of concept discovery and scoring
Identifies key topics referenced in current earnings calls
and contrasts them with the same topics referenced in
previous calls in real time
Scores concept & transcript snippet on multiple aspects
Condenses hours of analysis into minutes with > 90%
accuracy mapping key concepts to nuances in language
Helps you analyze subtle nuances in earnings calls with
superhuman breadth and accuracy
Customer
Pipeline Price Products Revenue
Q4 2016 vs. Q1 2017
Previous Sentiment Current Sentiment
Concept Concept Reference
(Previous Earnings Call)
Previous Sentiment
Cash
Turning to the balance sheet, our cash, cash equivalents and
marketable securities totaled $844 million at the end of the quarter
compared to $943 million at the end of the prior quarter, due primar-
ily to changes in working capital, largely driven by wafer purchases
in anticipation of stronger revenue growth in the third quarter.
Moderately Positive
Concept
Cash
Concept Reference
(Current Earnings Call) Current Sentiment
The sequential decrease was driven primarily by the timing of
sales and cash collections, debt interest payments, and increased
inventory.
Slightly Negative
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