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ARLINGTON, Va. — PC Web Systems, founded by Sean Thompson, is developing Adaptive Intelligence Storage, or AIS, as a high-speed data platform for websites, native applications, servers, and artificial intelligence systems.
AIS is a core component of the broader PC Web Systems AI platform, providing durable memory, structured knowledge, rapid retrieval, application state, authorization data, service coordination, and recovery.
“AIS represents our vision for a faster and more intelligent relationship between software and its data. Websites, applications, servers, and AI systems need information that is organized, available, secure, and fast. AIS brings those capabilities together in one platform.”— Sean Thompson, Founder of PC Web Systems
High-Speed Performance
Current AIS benchmarks include exact indexed lookup across one million entries at approximately 0.4 microseconds median, more than 7 million indexed lookups per second, and sequential integrity processing between approximately 2.5 and 2.8 gigabytes per second.
- Native record resolution near 93 microseconds
- 4-kilobyte reads near 100 microseconds
- 64-kilobyte reads below 0.5 milliseconds
- 1-megabyte reads near 4.3 milliseconds
- Durable small-record writes below 1 millisecond
- Native scans approaching 2 million records per second
The completed product is expected to maintain sub-microsecond exact indexed lookups, sustain millions of lookups per second, process sequential data at several gigabytes per second, and complete common reads and durable writes within microsecond-to-low-millisecond ranges.
Websites, Applications, and AI
AIS provides a native storage foundation for user accounts, products, licensing, application configuration, sessions, authorization, content, metadata, downloads, updates, device management, operational events, service status, media rooms, participants, and business records.
As part of the PC Web Systems AI platform, AIS supplies long-term memory, project history, user preferences, agent state, task records, model routing, retrieval indexes, error and correction memory, performance history, digital identity continuity, and distributed AI coordination.
Adaptive Storage
AIS adapts data handling according to memory availability, storage speed, workload, concurrency, record size, access frequency, and task priority. Information is preloaded, cached, retrieved on demand, indexed, compacted, replicated, reorganized, or moved between storage tiers according to operational needs.
Important Points
- AIS is a high-speed database and intelligent storage platform.
- AIS is a core component of the PC Web Systems AI platform.
- Current benchmarks include sub-microsecond indexed lookup and millions of lookups per second.
- AIS supports websites, native applications, services, and artificial intelligence.
- The platform combines speed, durability, recovery, authorization, structured memory, and adaptive data access.
- AIS is designed for local, self-hosted, networked, and distributed deployments.
About PC Web Systems
PC Web Systems is an Arlington, Virginia technology company founded by Sean Thompson. The company develops self-hosting software, desktop recording technology, media communication systems, data infrastructure, and artificial intelligence platforms. Its mission centers on technological ingenuity, exploration, secure ownership, and giving individuals and businesses greater control over their software, computing resources, and information.