Tomorrow's solutions for today's users.
Validiti is a technology development company. We build practical infrastructure for the problems that matter now and the ones that will matter next.
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Validiti is a technology development company. We build practical infrastructure for the problems that matter now and the ones that will matter next.
Each Validiti product solves a specific real-world problem operators face today. Together, they're a stack.
Files multiply, versions drift, audits fail, and recovery is a prayer.
Versioned, queryable, recoverable, and built for the way your operations actually work. Documents, records, media. Drops in front of the storage you already have; your bucket stays yours.
GPUs cost a fortune, models guess, cloud round-trips for arithmetic that should run on a phone.
CPU-native math directly on the data — no GPU required, no model in the loop. The numbers the data already implies, computed in microseconds. Sub-millisecond on a 100,000-row mean. Sixty-plus operations no other tool offers.
Breaches are detected weeks after they happen. The audit log is a coroner's report.
Watches every piece of the stack — process, network, file, behavior — at runtime. Tampering is caught when it happens, not when the audit finds it weeks later. Speaks every SIEM you already use. The same engine that protects validiti.com.
Every product speaks its own dialect. Integration eats half the engineering budget. Every wire is a bandwidth bill, a trust boundary, and a security risk.
Pacta42 is the fabric the rest of the stack runs on. DMS speaks Pacta42 to Maths. Maths speaks Pacta42 to Titus. Titus exports its events as Pacta42. Bandwidth between any two Validiti products collapses ~42×; every transmission is tamper-evident at every hop; any compliant Pacta42 receiver, anywhere in the world, speaks the same fabric. The stack doesn't have integration overhead because the integration is the same fabric all the way down.
AI is expensive, opaque, slow on slow connections, dependent on cloud-only infrastructure, and trained on data of unknown provenance.
When the four parts above run together, the result is Accelerate. AI inference at a fraction of the compute cost, on a stack where data, math, security, and connection are integrated by design, not bolted on. Triple throughput. Ninety-percent-plus GPU drop. The auction launches June 2026.
LLMs invent drug names, fictitious citations, and facts that sound real. Reviewers can't catch all of it. Reputation, lives, and lawsuits ride on the ones that slip through.
Paste an LLM draft, get the same content back with every claim labeled — VERIFIED, PARTIAL, or NO SOURCE. The records are yours; we never see them or the text. A made-up drug surrounded by real medical prose still labels NO SOURCE — the prose can't rescue what isn't in your records.
Working sets outgrow RAM. Redis clusters are an operational tax. Paging to disk wrecks latency. Sharding adds complexity to every query.
An in-process memory layer that holds working sets in compressed form — and queries the compressed bytes directly without ever decoding them. Same physical RAM, more cache. Same workload, fewer machines. Replaces the Redis node, not the access pattern.
Robot motion takes 18–1,000 ms per decision, depends on GPU clusters, every robot moves identically, and adapting to a new task requires weeks of retraining.
Not artificial intelligence. Not a neural network. The reflex layer between the brain and the body that makes movement instant. 0.08 ms motor decisions on a $5 chip. Learns on-device, every cycle. Each robot develops its own motion personality from accumulated trajectory experience.
Cloud AI sees every query you type. Personal AI either runs in someone else's data center or doesn't run at all. Loaded knowledge, swappable personalities, local API — nobody ships that as one .deb.
Personal Cultivated Intelligence. Install the .deb, load the brains and personas you want, query and converse in your own private memory layer. No cloud, no subscription tax, no data leaves your machine. Desktop GUI or headless server — same package, different start flag.
General models hallucinate inside specialty domains. Curating a domain corpus is months of work. Keeping it current as evidence changes is forever.
Curated brain databases for medical, legal, scientific, and broad knowledge domains. Each one drift-maintained against authoritative sources. Load them into PCI for personal use, into Accelerate for production AI, into your Distill engagement as the seed corpus. Subscribe once, stay current automatically.
Persona-flavored AI usually means imitating real people — right of publicity, copyright, and trademark all yelling at once. Useful, expensive, legally radioactive.
A marketplace of behavior archetypes — Sage, Detective, Teacher, Mentor, Skeptic, Comedian, Coach, Therapist, Analyst, Storyteller. Same engine, same brains, different way of speaking. IP-safe by design. Author your own and ship under your brand.
Deepfakes are now indistinguishable. Watermarks get stripped. Photo-of-evidence is no longer evidence. Image / audio / video provenance is the new defaulted-broken layer.
A codec that seals an origin chain into the file at capture. Re-encode, re-edit, deepfake, splice — the chain breaks and the verifier knows. Image is shipping; audio and video on roadmap. Verifier is free; encoder licenses by volume. Pairs with Provenance and Audit for end-to-end chain of custody.
Auditors ask for the trail. The trail lives in six different products. The trail looks different in each. The auditor leaves with screenshots and a hopeful attestation.
A read-only aggregator that subscribes to the signed event streams from DMS, Titus, Accelerate, Provenance, Media, and PCI. One question, one verifiable trail — for SOC 2, HIPAA, FedRAMP, internal audit, regulator request, breach disclosure. Not screenshots: a chain auditors verify themselves.
Every Validiti product has a clean per-SKU SDK. Stitching them takes a week of glue. Production code shouldn't import seven things to ground one answer.
pip install validiti.One package. One CLI. One programming model. Every Validiti product reachable through a unified interface. Search a brain, run an inference, verify a media file, sign a document, query Audit, publish a drift update — from one import. The SDK is free. You pay for the products it talks to.
A loaded brain ages. Re-shipping the binary every time evidence changes is a cost. Phoning home for updates breaks air-gap. Drift is everyone's problem, nobody's product.
A drift channel is a signed, append-only update stream tied to a specific brain, library, or runtime. Subscribers pull the deltas they're missing; the receiver applies them in place. Same binary, fresher knowledge. Foundation channels free. Curated brain channels bundled with Knowledge. Private publishing for your own internal corpus.
Public brains are good for what they cover. Your edge is the corpus they don't — your literature, your case files, your data. Turning that into a deployable brain is a project you've never had a vendor for.
An engagement model: scope, ingest, distill, hand off. Output is a brain pair — large lossless ingestion brain plus a trimmed runtime response brain. Sealed, signed, wired to a private drift channel. Loadable into PCI on a laptop, into Accelerate at scale. Twelve months of drift maintenance included.
CAPTCHAs that worked in 2023 don't anymore. AI agents solve reCAPTCHA in milliseconds. Most CAPTCHA replacements are SaaS — your traffic, their endpoint, their pricing curve. We needed a free, self-hosted thing a developer would install on a Tuesday afternoon and notice we were in the room.
Connect-the-dots visual challenge with combinatorial state shuffling between every move. Same sealed engine, same trust anchor, same Titus runtime defense as every other Validiti SKU. You self-host. We don't see a single request. Docker, Helm, standalone binary, .deb, .rpm. The other 16 products are how the company makes money; this is the introduction.