Building One of the Fastest Restaurant Onboarding Engines for Rapido Ownly Using Agentic AI Orchestration
Rapido Ownly is a newly launched food-delivery platform entering a market dominated by mature players. Unlike incumbents that retrofit AI into legacy systems, Ownly was designed to be AI-first from day one that turns a traditional operational bottleneck into a competitive moat before processing a single order.
90%
Faster Onboarding
100%
Automated Menu Ingestion
Why Manual Onboarding Wouldn’t Cut It in a Competitive Market
Traditional restaurant onboarding relies on manual effort, repetitive steps, and multi-team workflows, delaying down go-live timelines and limiting platform growth. Ownly need to solve these issues before launch.
Manual Data Entry by Restaurants
Restaurant partners had to type every detail manually, a slow and error-prone process that delayed onboarding and created inconsistencies.
Manual Verification of Uploaded Documents
Even after uploading FSSAI, PAN, GST, bank details, and address proofs, human teams still had to validate every field — causing delays and back-and-forth coordination.
Manual Menu Uploading Processes
Menus had to be collected, formatted, and uploaded by restaurants or third-party vendors, significantly slowing down go-live readiness.
​
​
Competitive Pressure from Established Players
Swiggy and Zomato onboard thousands of restaurants every month with mature ops teams. As a new entrant, Ownly needed to achieve that speed and scale with a fraction of their resources.
Bringing Automation to the Entire Restaurant Onboarding Journey
Documents, menus, checks, reviews—everything that once required ops teams is now handled by AI with near-instant precision.
AI Cognitive Ingestion & Adaptive Autofill System
Restaurants upload FSSAI, PAN, GST, bank statements, and address proofs in any format. Beacon's AI extracts data with 80-90% accuracy in seconds, auto-fills forms,even from the hand written text, and flags only genuinely ambiguous cases for a 30-second human review.
Smart AI Verification in the Dashboard
The moment data enters Ownly, an AI agent verifies authenticity, checks for mismatches or expired details, and only surfaces the issues that actually need human attention.
​
​
Auto-Fetch Menus from Verified Public Sources
Instead of asking restaurants to re-enter 100+ menu items, Beacon's agents scrape and normalize menus from publicly listed information and official online sources using restaurant name + coordinates. Fuzzy matching ensures accuracy even with name variations, and menus are instantly formatted for Ownly's catalog.
AI Insights After Go-Live
Once onboarded, restaurants instantly get insights like demand trends, best-selling items, pricing tips, and forecasts
A Performance Leap That Put Ownly Ahead of the Curve
The shift to AI brought immediate improvements that reduced manual work while accelerating go-live time across the board.
Metric
Autofill Accuracy
Onboarding Time
Menu Ingestion
Operational Load
Fraud Detection
With Beacon.li
80–90% via cognitive Ingestion + AI even when fields were handwritten
90% faster (minutes → days)
Fully automated
Reduced by >70%
%201.png)
Strong AI-driven anomaly detection
Adding an AI Support Layer That Keeps the Platform Running Smoothly
Beacon’s AI agents extend automation into support workflows to fix errors in real time and maintain compliance 24/7.
Automatic Error Detection & Fast Resolution
​
AI spots onboarding errors in real time—detecting missing fields, API issues, outdated documents. It auto-resolves or instantly escalates exceptions to keep the workflows moving.
Real-Time Compliance & Fraud Guardrails
​
The system continuously keeps track of expiries, validity, and suspicious activity around the clock, reducing risk without adding manual workload.
