Adaptive Modular Compression

Next-Generation performance for

Large-Scale Analytics

Training AI Models

Business Intelligence

Data Analysis

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Vectorized Algorithms

Significantly improved performance of common tasks by leveraging HPC hardware and instructions

Best Compression Ratio

Consistently better compression ratios over existing standards (ORC, Avro, Parquet)

Fused Decompression

Operate directly on compressed data without the need for decompressing or scratch memory

Project Timeline

Proof of Concept

Started in 2018 and completed in 2023, the Proof-of-Concept demonstrates compression & decompression cycles based on the underlying concepts

Provisional Patent

The current stage of the project
The provisional patent is slated for submittal in collaboration with Cooley LLP in September 2023

Proof of Performance

The proof-of-concept needs to be optimized to determine the precise performance so exact metrics can be determined

Proof of Applicability

The value of this compression is its use in an application, such as a database engine or AI model training. To demonstrate the real-world performance, a database engine needs to be built around the compression which is capable of producing valid TPC benchmarks.

Product Launch

The database engine built for the proof-of-applicability will be polished into a full product based on an MVP feature-set.

High-Level Strategy

Secure and de-risk IP

Prove the value of the compression with benchmarks and protect the IP with patents

Market to existing Vendors

Existing vendors, such as Oracle, AWS, and Microsoft, could benefit immediately from the use of this compression.

MVP Product Release

Develop a competing database product around the compression technology

M & A Target

Become enough of a threat that we become an acquisition target, or we can decide to continue to build a growing company.

Funding Requirements

$20k

Operations

Entity Fees
Incidental Sales-Related Expenses
Professional Services (e.g. Accounting)
Marketing (e.g. Website fees, e-mail, Branding, etc.)

$200k

Research and Development

Funding required to develop the prood-of-concept into a viable product
The requested funds will be going to the founder as salary to develop the product with a 12-month milestone for proof-of-performance and 18 months for proof-of-applicability, during which time we can actively pursue licensing or selling the IP.

$120k

Legal Fees (Patent)

Estimated cost for a patent is $40k. We'll be seeking a domestic patent and a PCT for Europe and China

8:00 - 9:00

Registration

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9:00 - 10:30

Opening words from our headliner

10:40 - 12:50

Data Set	CSV	Avro	ORC	Parquet	AMC
Invoice	37.8 MB	6.59 MB (17.4%)	3.92 MB (10.3%)	4.19 MB (11%)	3.35 MB (8.9%)
Person	12.0 MB	1.14 MB (9.5%)	0.81 MB (6.6%)	0.64 MB (5.3%)	0.51 MB (4.2%)
SalesOrderDetail	5.8 MB	0.86 MB (14.8%)	0.28 MB (4.8%)	0.45 MB (7.7%)	0.19 MB (3.3%)