.kaac)
Cryptographic Container Spec
Signed via Ed25519 / BLAKE3 Merkle roots and HMAC-SHA256 transport verification. Mounted strictly Read-Only with atomic POSIX hot-swap and < 2 ms local lookup latency.
KaaC turns verified facts, statutory rules, sensor signatures, and domain skills into compact, tamper-proof containers — ready to run on OEM hardware, desktops, corporate servers, and websites without a single cloud API call.
Instead of streaming prompts to unpredictable cloud LLMs on every interaction, KIRA separates heavy knowledge compilation from ultra-fast local execution.
Our pipeline compiles raw documents, norms, curricula, or sensor patterns into a structured, indexed .kaac file — stripped of noise and sealed with BLAKE3 Merkle roots and Ed25519 signatures.
AES-256 encryption bound to target device keysWhether via OEM firmware channel, KIRA Gateway sync, CMS webhook, or air-gapped USB medium in critical infrastructure: updates mount atomically during live operation.
The KIRA Runtime opens .kaac containers strictly Read-Only in local memory or storage — delivering deterministic answers without internet access or token bills.
One unified container architecture powers consumer apps, OEM embedded middleware, legal workstations, and high-traffic web platforms.
On wearables, smart-home hubs, Smart TVs, routers, vehicles, and industrial machines, .kaac containers supply acoustic threat/wear signatures, physical safety envelopes, and offline H3 navigation maps.
In KIRA Legal and Law Firm Appliances, .kaac packages deliver current statutes, appellate rulings, and deadline rules with clickable sentence-exact provenance — 100% compliant with § 203 StGB.
LUMI loads complete school subjects, historical language mechanics, math proofs, and grandmaster chess mentors locally from modular .kaac containers — zero ads, zero internet dependency.
Corporations distribute internal engineering or service manuals air-gapped as COMPANY_VAULT.kaac, while websites and e-commerce stores answer visitor questions locally in < 2 ms via CMS plugin without per-click LLM costs.
KaaC turns static knowledge and one-off hardware sales into scalable, high-margin digital product lines — without recurring cloud server overhead.
Hardware manufacturers ship their devices with the KIRA Middleware (“KaaC Ready”). Whenever end customers or commercial operators later unlock domain packs (e.g. acoustic home security, assisted-living care, learning worlds, or pro diagnostics), the OEM earns an ongoing revenue share — at 0.00 € cloud operating cost.
Specialist publishers, industry associations, chambers, and standards bodies package their proprietary literature, norms, or commentary into encrypted, continuously updated .kaac subscriptions — directly usable inside customers’ workflows while remaining cryptographically protected against scraping.
Machinery builders and medical/industrial OEMs sell new material profiles, predictive-maintenance signature packs, or master technician manuals as device-bound .kaac licenses to service partners and plant operators worldwide.
Agencies and large e-commerce platforms compile product catalogs, user journeys, and verified FAQs into a single <domain>.kaac file — delivering instant guided selling and Schema.org intelligence on existing web servers with zero variable API risk during traffic peaks.
Technical architecture, intellectual-property protection, RAG comparison, size footprint, and creation workflow.
Classical RAG chops text into arbitrary chunks, computes fuzzy vector similarity, and asks an LLM to guess an answer — causing hallucinations, high latency, and ongoing GPU/API costs. A .kaac container stores deterministically parsed document trees, disambiguated entities, bitemporal validity windows, and verified source links. Answers are retrieved in < 2 ms with zero stochastic guessing.
Commercial and enterprise .kaac containers are encrypted with AES-256 and cryptographically signed via Ed25519 / BLAKE3. Access can be bound to specific customer license tokens, hardware TPMs, or OEM device fleets — preventing unauthorized copying, tampering, or raw-text scraping.
Because KaaC stores distilled structural graphs, signatures, and compressed indices rather than bloated neural-network weights, containers are remarkably compact: sensor and acoustic signature packs often measure just hundreds of kilobytes to a few megabytes, website/domain containers typically 2–25 MB, and comprehensive statutory or encyclopedia archives scale modularly onto standard flash/NVMe storage.
Yes — multi-container mounting is a core strength of the KIRA Runtime. A law firm appliance mounts the public signed statutory container alongside its strictly local client vault; an OEM device combines factory safety invariants with optional customer-purchased skill containers, cleanly isolated by namespace and permission level.
Any structured or unstructured primary source: PDFs, technical manuals, XML/HTML norms, spreadsheets, parliamentary/press archives, product databases, CMS crawls, or labeled acoustic/telemetry time series. You can either run our self-service ingest pipeline on-premise or commission a turnkey container build with our team.
The KIRA Sync Manager compares local BLAKE3 Merkle roots against the release registry, streams only updated signed containers, verifies all checksums in a staging file, and performs an atomic hot-swap in milliseconds without interrupting active queries.
Tell us whether you want to monetize KaaC on your hardware, package internal company knowledge, or publish specialist containers in the KIRA ecosystem.