PLATFORM / IN DEVELOPMENT
Kilzar KRAI
Vehicle-native intelligence designed around longitudinal memory, evidence provenance, learned baselines, cross-system reasoning, and post-repair verification.
Explore the platform → Kilzar KRAI / In active development
Vehicle intelligence that remembers the history,
follows the evidence,
and checks what changed.
Kilzar KRAI is an aftermarket vehicle-intelligence platform in development: persistent per-vehicle history, evidence-backed diagnostic reasoning, repair-effect learning, and verification designed to stay close to the machine and keep people in control.
MEMORYEVIDENCEVERIFICATION
EXPLORE
01 / What's real today
One company.
Three clear layers.
KRAI is the long-term intelligence platform. Casebook and Auto Connect are practical on-ramps available today for vehicle owners and repair shops.
FREE PILOT / LIVE
KRAI Casebook
Record symptoms, evidence, repairs, and follow-up checks so a vehicle's history stays useful instead of disappearing between visits.
Open Casebook →EARLY SHOP PILOT / SIGNUP
Customer request→Shop inbox→Callback→Booked / Closed
Kilzar Auto Connect
A lightweight multilingual customer-intake and callback layer for independent repair shops—built to complement existing shop software, not replace it.
English · Spanish · Arabic · New / Contacted / Booked / Closed
Explore Auto Connect →02 / Why KRAI
A code is a moment.
A vehicle is a history.
Most diagnostic tools tell you what the vehicle reports now. KRAI is being built to understand what changed, what evidence supports a hypothesis, what repair was performed, and whether the result actually improved.
01 / MEMORY
Persistent per-vehicle context
Keep observations, symptoms, diagnostic evidence, interventions, and outcomes connected over time.
02 / EVIDENCE
Reasoning you can inspect
Link diagnostic hypotheses back to raw evidence, provenance, uncertainty, and the checks that support them.
03 / VERIFICATION
Close the repair loop
Compare the vehicle after intervention against its prior baseline and learn what actually changed.
03 / The KRAI loop
Diagnosis should not end
when the repair starts.
The core KRAI development case is longitudinal: baseline → deviation → evidence → diagnosis → intervention → post-repair verification → updated baseline.
- 01
Learn the baseline
Build a vehicle-specific picture of normal behavior.
FOUNDATION - 02
Detect a deviation
Connect symptoms and measurements to what changed.
IN DEVELOPMENT - 03
Follow the evidence
Preserve raw evidence and provenance behind each hypothesis.
IN DEVELOPMENT - 04
Diagnose carefully
Rank causes, uncertainty, and the next useful checks.
IN DEVELOPMENT - 05
Record intervention
Keep the repair and relevant context in lifetime history.
FOUNDATION - 06
Verify the result
Compare post-repair behavior and update the learned baseline.
ACTIVE PRIORITY
04 / Proof before promises
Start with what
already works.
Casebook is a real, usable step toward longitudinal vehicle memory. It does not diagnose or connect to the vehicle; it gives owners a structured way to preserve symptoms, evidence, repairs, and follow-up checks now.
Local browser storage
Export / import backup
Repair follow-up checks
No advertising trackers
Try Casebook free →
05 / How we're building it
Intelligence with
boundaries and provenance.
The architecture is being shaped around durable vehicle knowledge and explicit authority boundaries—not a chatbot that happens to sit in a car.
VEHICLE MEMORY
Longitudinal by design
Per-vehicle history and learned baselines are treated as first-class system state.
LOCAL-FIRST
Close to the vehicle
Local processing and resilience guide the architecture so core intelligence does not depend entirely on remote services.
GUARDIAN
Authority is explicit
Development diagnostic interfaces are read-only today; no public vehicle-control features are offered. Any future action path must be capability-gated, auditable, and fail closed.
06 / Two practical paths
For owners today.
For shops today.
Keep the repair story.
Use Casebook to preserve symptoms, repairs, evidence, and what happened afterward.
Use Casebook →Capture the customer story.
Use Auto Connect to collect repair requests in three languages and organize callbacks without replacing your shop-management system.
Explore Auto Connect →07 / Progress
Clear about what exists today.
Careful about what comes next.
Kilzar is deliberately separating what exists today from what is still under development.
Kilzar Technologies LLC established
The company foundation and operating infrastructure were put in place.
Longitudinal vehicle-history work deepened
Development focused on keeping vehicle-specific history connected with traceable diagnostic evidence and repeatable replay testing.
Casebook pilot made public
A usable repair-history tool became the first public KRAI-adjacent product.
Auto Connect shop pilot signup opened
Kilzar prepared a multilingual repair-request and callback workflow for early independent-shop pilots.
Proving the complete repair-verification loop
The active KRAI priority is a reproducible vehicle case that connects baseline, change, evidence, repair, and post-repair verification before broader feature expansion.
08 / Founder & company
Built around
real vehicle problems.
Ahmad KilzarFounder · Kilzar Technologies LLC · Colorado
Why should every repair visit start from zero?
Kilzar Technologies was founded to build intelligent systems that connect software with real-world machines. KRAI applies that mission to vehicles: remembering history, following evidence, learning from interventions, and making uncertainty visible rather than hiding it.
The company is developing carefully: diagnostic interfaces remain read-only today, proof comes before broader claims, and any future vehicle interaction must pass explicit safety and authority boundaries.
Talk with Kilzar Technologies →09 / Questions
Clear answers.
No inflated claims.
Can I use KRAI today?
The full KRAI platform is in active research and development. KRAI Casebook is live today. Kilzar Auto Connect is accepting inquiries for early repair-shop pilots.
Does KRAI diagnose or control my vehicle today?
No public KRAI product currently controls a vehicle. Development diagnostic interfaces are read-only, and no public vehicle-control features are offered. Casebook itself does not connect to the vehicle or provide automated diagnosis.
What makes KRAI different from an AI chatbot connected to OBD data?
KRAI's development target is persistent per-vehicle history, evidence provenance, learned baselines, cross-system reasoning, and post-repair verification. Conversation is one interface to that vehicle-specific context.
What does local-first mean?
It is an architectural direction: keep important processing and vehicle history close to the user where practical, while preserving resilience and privacy. It is not a claim that every planned capability is already fully offline.
How can a repair shop work with Kilzar?
Independent shops can explore Auto Connect now or contact Kilzar to discuss pilot use, feedback, integrations, or future KRAI collaboration.
Contact Kilzar →10 / Talk to Kilzar
Different audience.
Clear next step.
Repair shops, automotive partners, researchers, accelerator teams, investors, and press can reach Kilzar Technologies through one focused channel.
Prefer email?hello@kilzartech.com