Software development with innovative strategies
Design Philosophy:
- Data has self-contained and mandatory security
- Designed for ultra-high efficiency in stream transfer
- Designed for intelligent and scalable compression
- Cryptographically verifiable reversal
Implementation of a data format available to investors, created for high efficiency in data transfer, processing, and protection
1. The Problem: The Invisible Cost of Data Transfer
Thesis: Our current data infrastructure, relying on standard text formats, is penalizing our growth. We are paying to store and transfer "virtual air."
Metric |
Current Cost (100k Records) |
Business Problem |
File Size |
30.9 Megabytes (MB) |
Higher cloud storage costs and increased egress fees. |
Processing Time |
2.5 - 5.0 seconds |
Delays in decision-making and suboptimal user experience. |
Security |
External Encryption (Add-on) |
Complicates key management and adds performance overhead. |
Quote: "We need a solution that treats our large datasets as assets, not as costly liabilities."
2. The Solution: The Proprietary Ultra-Efficiency Format
We have developed and tested a Proprietary Ultra-Efficiency Format that eliminates data redundancy and radically optimizes resource consumption at the infrastructure level.
Key Features:
- Extreme Compaction: Drastically reduces data volume by stripping away all unnecessary structural information.
- Native Encryption: Integrates enterprise-grade security (AES-256) directly into the format, not as an add-on layer.
- Low-Level Processing: The solution is optimized for maximum speed in the server environment.
3. Conclusive Results: Cost Reduction
Our tests have demonstrated consistent and superior size reduction efficiency, even with complex, nested data structures.
Proven Reduction Gains (Nested Structures)
Number of Records |
Initial Size (MB) |
Final Size (MB) |
Total Reduction |
100 |
0.03 MB |
0.004 MB |
84.24% |
1,000 |
0.31 MB |
0.04 MB |
88.05% |
10,000 |
3.08 MB |
0.36 MB |
88.37% |
100,000 |
30.94 MB |
3.58 MB |
88.43% |
Visualizing the Impact
The solution guarantees a consistent average reduction of 88.4% in data transfer volume. This directly translates to:
- Less bandwidth consumed.
- Lower long-term storage costs.
4. The Speed Promise: The Jump to Milliseconds
The second pillar of value is speed. By executing the compression logic with low-level programming, we eliminate the sluggishness of high-level scripting languages.
Metric |
Current Baseline (High-Level Language) |
Target (Proprietary Format) |
Added Value |
Process Time |
Seconds (2.5s - 5.0s) |
Milliseconds (< 0.5s) |
Real-time processing, enabling new features and low-latency microservices. |
Server Utilization |
High RAM/CPU Consumption |
Low Consumption and Stable Peaks |
Better resource utilization and lower operational cost per instance. |
(Once the results from the low-level processing speed test are available, this slide will be updated with actual numbers to complete the argument).
5. Conclusion: Infrastructure Transformation
The Proprietary Ultra-Efficiency Format is a strategic investment that delivers:
- Operational Savings: 88.4% reduction in data volume.
- Critical Speed: Processing time reduced from seconds to milliseconds.
- Simplified Security: High-level encryption by default.
"The cost reduction results are conclusive. The next step is to integrate this low-level solution to capture the speed and infrastructure optimization gains."
We read structured data such as JSON with up to 4 levels of object nesting, process, convert, validate, encrypt, and compress it using our unique technology for intelligent serialization.
PON4-ULTRA
PON is the future of structured and secure-by-design data transfer and storage!
Hardware used for testing:
Intel(R) Xeon(R) Gold 6126 CPU @ 2.60GHz x 4
Memory: 24GB
Environment and language used:
Interpreted scripting language in CLI mode
Public Dataset – 100,000 and 1000000 JSON MIN
100k rows test JSON min:
100k rows test JSON Pretty Print:
1M rows test JSON min:
Latest tests performed / Data Reduction Comparison
| Input | Original Size | PON4 Encrypted | Reduction |
|---|---|---|---|
| Minified JSON | 29.51 MB | 3.39 MB | 88.78 % |
Pretty-Print JSON (99 % Production) |
87.88 MB | 3.39 MB | 96.14 % |
Unique Features
Features no one else offers simultaneously:
- Total redundancy neutralization (data + format)
- Authenticated AES-256 encryption included (no extra layers) (You can optionally use another encryption method)
- Verified byte-exact reversibility (identical SHA-256)
- Idempotent: 1st, 2nd, 100th pass = same size and same hash
- Indifferent to pretty-print → maximum benefit without changing anything
- Single pass → cryptographic overhead < 8 %
- Single static binary, no dependencies
2025 Comparative Analysis (Real Pretty-Print 87.88 MB)
| Format | Final Size | Reduction | Native Encryption | Total Time (incl. Encryption) |
|---|---|---|---|---|
| PON4-SC_ULTRA | 3.39 MB | 96.14 % | ✅ | < 3.8 s → < 1.5 s C |
| Parquet + zstd-19 | ~26 MB | ~70 % | ❌ | ~6–8 s |
| Protobuf + zstd-19 | ~28 MB | ~68 % | ❌ | ~5–7 s |
| Avro + Snappy | ~32 MB | ~64 % | ❌ | ~7–9 s |
| Everything Else | > 30 MB | < 66 % | ❌ | > 5 s |
A single binary. A single command.
96 % less volume, military-grade encryption, and indestructible data... forever.