This page documents what Rubi has done on live systems and what she is modeled to deliver in deployments currently under confidentiality. Documented cases carry measurements produced by Rubi herself, retained in the platform's audit log and repeatable on demand. Confidential simulations describe real company profiles whose identities are protected; their figures are modeled estimates, clearly marked, based on the operating patterns of each sector.
Documented — measured on a live system, evidence retained
Confidential simulation — realistic company profile, figures are modeled estimates
Enterprise platform operations Documented on a live system
Company profile
Campusverse Creator — a live multi-tenant AI platform operated by RobLabs, running in production with public endpoints and its own autonomous health reporting.
The challenge
The platform's operations service was responding in 9.8 seconds and its own health report showed web_search and weather services failing, with a general health score of 0/100.
What Rubi does
Rubi measured every production endpoint herself, read the system's own health summary, primed the slow endpoints with read-only warm-up rounds, re-measured and opened a fully-audited incident with the exact numbers when the slowness survived the repair. No human ran a single command.
Metric
Before
With Rubi
Average endpoint latency (measured by Rubi)
2,709 ms
tracked per run
Slowest endpoint identified
9,813 ms (ops service)
incident opened
Time to full diagnosis + incident report
hours of manual work
under 2 minutes, autonomous
A human on-call engineer would need 2–4 hours to reproduce this diagnosis. Rubi produced it autonomously in one run, with audit trail.
Live evidence: every measurement is stored in the platform's own audit log and can be re-run on demand from the Campusverse ops panel.
Clinics & laboratories Confidential — simulation
Company profile
Confidential — multi-site medical clinic group, ~40 staff, running scheduling, patient records and lab results across disconnected systems.
The challenge
Reception staff spent most of the day answering repeat questions, re-typing lab results into messages and chasing no-shows, while doctors lost time assembling patient context before each appointment.
What Rubi does
Rubi instance connected to the scheduling and records systems: she answers patient questions on voice and text, assembles a pre-appointment briefing per doctor, follows up lab results and fills no-show slots from a waitlist — all under approval gates for anything clinical.
Metric
Before
With Rubi
Front-desk phone volume
baseline
−60% (simulated)
Doctor prep time per patient
8–10 min
under 1 min (simulated)
No-show slot recovery
lost
~70% refilled (simulated)
Simulated: roughly 25–30 staff hours per week returned to patient care, equivalent to one full-time hire, without adding headcount.
Logistics & fleets Confidential — simulation
Company profile
Confidential — regional last-mile delivery operator, ~120 vehicles, telematics in place but dispatch decisions still made on phone calls and spreadsheets.
The challenge
Dispatchers reacted to breakdowns, delays and failed deliveries one message at a time; fuel and maintenance overruns were discovered weeks later in accounting.
What Rubi does
A named Rubi instance monitors fleet telemetry continuously, re-plans routes when a vehicle breaks down, schedules maintenance before failures and briefs the operations manager every morning with exceptions only — everything else handled silently.
Metric
Before
With Rubi
Failed deliveries detected and re-routed
end of day
within minutes (simulated)
Unplanned breakdowns
baseline
−35% via predictive maintenance (simulated)
Dispatcher hours on routine coordination
baseline
−50% (simulated)
Simulated: fuel, overtime and penalty reduction in the range of 8–12% of operating cost, with decisions fully auditable.
Corporate law & compliance Confidential — simulation
Company profile
Confidential — mid-size corporate law firm, ~25 attorneys, heavy contract volume and recurring regulatory deadlines across jurisdictions.
The challenge
Associates spent days on first-pass contract review and deadline tracking lived in individual calendars; missed filings were an existential risk.
What Rubi does
Rubi holds the firm's durable memory of clauses and precedents, produces first-pass contract comparisons, tracks every regulatory deadline with proactive alerts and drafts the routine filings — attorneys review and sign. Every action is logged for the firm's own compliance.
Metric
Before
With Rubi
First-pass contract review
2–3 days
same day (simulated)
Deadline misses
occasional
zero tolerance monitoring (simulated)
Associate hours on routine drafting
baseline
−40% (simulated)
Simulated: the equivalent of 3–4 associate positions of routine work absorbed, letting the firm take more clients without hiring.
Payments & fintech Confidential — simulation
Company profile
Confidential — payment gateway processing high transaction volume, with fraud review queues and merchant onboarding done manually.
The challenge
Fraud analysts were buried in false positives while genuine merchant onboarding took days, costing signed merchants to faster competitors.
What Rubi does
Rubi triages the fraud queue with per-decision reasoning and evidence attached, onboards merchants by collecting and validating documents herself, and monitors transaction patterns around the clock — escalating only what truly needs a human, with the full audit trail regulators expect.
Metric
Before
With Rubi
Fraud queue triage
hours per case
minutes, with reasoning attached (simulated)
Merchant onboarding time
3–5 days
same day (simulated)
Monitoring coverage
business hours
24/7, proactive alerts (simulated)
Simulated: faster onboarding directly recovers lost merchant revenue; fraud-team capacity roughly doubles without new hires.
Real estate development Confidential — simulation
Company profile
Confidential — developer running several concurrent residential projects, sales team fielding leads across portals, WhatsApp and walk-ins.
The challenge
Leads went cold within hours because follow-up depended on agent availability; construction progress reporting to buyers was sporadic and manual.
What Rubi does
Rubi answers every lead instantly in the buyer's language, qualifies and books visits, sends each buyer proactive construction updates with photos from site monitors, and flags stalled negotiations to the sales director with suggested next actions.
Metric
Before
With Rubi
Lead response time
hours to next day
seconds, 24/7 (simulated)
Qualified visit bookings
baseline
+45% (simulated)
Agent hours on status updates to buyers
baseline
−80% (simulated)
Simulated: faster sales cycles and a measurable lift in conversion on the same marketing spend.
Verify the documented case yourself
The Campusverse case is not a slide — it runs continuously. Rubi measures the production endpoints, stores every run and opens incidents autonomously. Investors conducting due diligence can request a live demonstration and inspect the audit trail directly.
Figures marked "simulated" are modeled estimates for confidential company profiles and are presented for evaluation purposes only; they are not audited financial results. Documented figures are measurements taken by Rubi on live systems and retained in the audit log.
