DEEPER RESEARCH.BETTER ANSWERS.
Rudy started with OEM manuals. Where we're going is every source of truth your technicians need—cited, verified, and ready before they arrive on site.
THE FOUNDATION IS BUILT. NOW WE GO FURTHER.
Rudy already delivers AI-powered knowledge retrieval with 16 learning loops — 11 operational and learning continuously — community-driven corrections, and safety-aware responses. This is the foundation for something much bigger.
QUICK TAKE INSTANT ANSWERS
A fast preliminary answer streams in under a second while the full cited research builds in parallel — no waiting
PHOTO UPLOAD
Snap a fault display, nameplate, or wiring diagram. Rudy reads the image with AI vision and answers from the relevant manual
SMART PDF VIEWER
Citations open the actual manual page. Swipe through on mobile with page-turn animation. No more hunting for sections
EQUIPMENT MEMORY
Rudy remembers your equipment — make, model, vintage — and scopes every answer to what you actually work on
PERSISTENT CONVERSATIONS
Chat history saved permanently with auto-titling, search, and equipment scope. Pick up any job where you left off
RUDY CARDS & TEAM LIBRARY
Save and share verified answers with your team. Community-contributed knowledge cards browsable at /answers
COMMUNITY & EXPERTISE BADGES
Peer-validated answers. Earn authority from Novice to Master. Top contributors get auto-approval on corrections
SELF-LEARNING RAG
Three-source hybrid retrieval with instructed search planning, iterative gap detection, and context compression — not single-pass lookup
SAFETY ARCHITECTURE
8 hazard categories with mandatory warnings on every response. Per-tenant sensitivity that auto-calibrates from technician behavior
NEVER WORSE THAN BASE
Parallel general-knowledge fallback runs alongside RAG. Rudy always gives at least as good an answer as the best general AI
ON THE BENCH RIGHT NOW.
These aren't horizon dreams — they're the workbench items rolling out between now and public launch.
OFFLINE MANUALS
Cache the manuals for your equipment before you roll out and read them anywhere — basements, rooftops, dead zones. The install-anywhere app is live today; document caching ships next.
TEAM ADMIN INSIGHTS
A self-serve dashboard for team admins: what your team is asking, expertise by manufacturer, and the knowledge gaps to close before they cost you a truck roll.
TEAM DOCUMENT ONBOARDING
Upload your SOPs, P&IDs, and site-specific manuals right from your team plan — indexed privately alongside the manufacturer library.
SELF-SERVE TEAM SIGNUP
Start your team trial, set your seat count, and get your invite code — all without talking to anyone. (Though we like talking to you.)
WHERE WE'RE GOING
Four horizons of capability—each building on the last—from trade-specific AI mentorship to predictive intelligence for the physical world.
RUDY FOR EVERY TRADE
The same AI senior tech, trained for your craft.
Rudy starts with power generation. The same platform — the same retrieval engine, learning loops, and safety architecture — expands to every skilled trade. Each new trade inherits knowledge from every trade before it.
Trade-Specific Variants
Generator techs, diesel mechanics, HVAC technicians, crane operators — each trade gets a Rudy trained on their manuals, codes, terminology, and community knowledge.
Cross-Trade Knowledge Transfer
A Cummins ISX in a generator is the same engine as a Cummins ISX in a semi truck. Diagnostic patterns, safety frameworks, and equipment knowledge transfer between trades automatically.
Community Per Trade
Each trade builds its own expert community. Master techs verify answers, contribute tribal knowledge, and build authority — within their craft and equipment specialties.
Grassroots Growth
Individual technicians sign up free. The best tool in a generator tech forum becomes the best tool in a diesel mechanic forum. Word of mouth from people who do the same work you do.
RUDY KNOWS YOU
The more you use Rudy, the smarter he gets about your work.
Rudy learns your equipment, your skill level, and what you need — then starts working for you before you ask. Not a search tool. A senior tech who remembers every job you’ve ever worked on.
Your Equipment, Remembered
Rudy remembers which makes, models, and vintages you work on. Your questions get better answers because Rudy already knows your context.
Proactive Alerts
A new technical service bulletin drops for a Cummins QSB7 — and Rudy knows you’ve been working on QSB7s. You hear about it before your boss does.
Skill-Aware Responses
Rudy adjusts how it explains things based on your demonstrated expertise. Apprentice-level detail when you need it, expert-level brevity when you don’t.
Growth Tracking
See what equipment types and procedures you’ve mastered, where your gaps are, and what to learn next. Your career development, tracked by the hours you’ve actually spent solving real problems.
RUDY SEES YOUR EQUIPMENT
Photos, sound, and sensor data — Rudy learns to perceive the physical world.
Text is just the beginning. Your technicians already take photos and describe sounds. Industrial equipment already generates sensor data. Rudy will understand all of it.
Visual Diagnostics
Snap a photo of a fault display, a corroded connection, or an unknown component. Rudy identifies what it’s seeing and tells you what to do about it.
Acoustic Analysis
Record a pump, motor, or compressor. Rudy learns what “normal” sounds like for each asset and flags deviations before they become failures.
Sensor & Telemetry Integration
Connect Rudy to SCADA, BMS, and IoT sensors. Temperature, pressure, vibration — continuously ingested, correlated with equipment identity, and interpreted against OEM specs.
Annotated Visual Knowledge
Every photo uploaded builds a searchable visual reference library scoped to your equipment. Real wear patterns, real failure modes, tagged and searchable.
PREDICTIVE INTELLIGENCE
Rudy tells you what’s going to break before it does.
With enough operational data and maintenance history, pattern recognition stops being reactive. Rudy detects failure signatures days or weeks before they manifest as downtime.
Failure Pattern Recognition
Cross-reference sensor trends, maintenance logs, and community-reported issues across similar assets. Identify the patterns that precede failures before they happen.
Condition-Based Maintenance
Move from time-based to condition-based scheduling. Rudy tells you which units need attention now and which can safely wait — based on actual data, not generic intervals.
Fleet-Wide Anomaly Detection
When a new failure mode emerges on one unit, every operator with similar equipment gets an early warning. The first failure is expensive. The rest are preventable.
Autonomous Diagnostic Agents
Multi-step reasoning agents that diagnose complex failures. Rudy asks clarifying questions, requests measurements, follows decision trees, and narrows to root cause.
THIS IS WHERE OPERATIONS IS GOING.
The teams that start capturing knowledge now will be the first to unlock predictive intelligence, multimodal diagnostics, and autonomous maintenance.
Start with knowledge capture today · Unlock new capabilities as they ship
Read the full technical white paper