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Retail & E-commerce Intelligence

AI Sales Analytics Platform Reduces Food Waste by 23% Across Restaurant Chain

Built and launched a centralized AI-powered sales analytics platform that unified demand data across all locations and gave management actionable insights into menu performance, ingredient procurement, and revenue trends.

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23%
Reduction in food waste
19%
Increase in average revenue per location
2x
More accurate weekly procurement planning

Client Overview

Industry: HoReCa / Food & Beverage Core business: Full-service restaurant chain operating across multiple city locations Locations: 7 restaurants Geography: Middle East
 

AI Sales Analytics Platform Reduces Food Waste by 23% Across Restaurant Chain overview

Challenges

The restaurant group had no centralized view of sales performance across locations, making it impossible to make data-driven decisions on menu, procurement, or staffing — each restaurant operated in isolation with no shared intelligence.

Menu decisions driven by intuition, not data

Managers relied on experience rather than actual sales data to decide which dishes to promote, price, or remove — missing revenue opportunities and carrying underperforming items on the menu.

Persistent food waste from inaccurate ordering

Without demand forecasting, ingredient orders were estimated manually per location, leading to systematic over-purchasing and significant spoilage costs week after week.

No cross-location performance visibility

Leadership had no shared reporting layer across restaurants, making it impossible to identify what was working, which locations were underperforming, and where to intervene.

Solution

We built a centralized AI analytics platform that unified POS data across all locations and delivered demand forecasts, menu performance insights, and procurement recommendations directly to management.

Unified sales data aggregation

Integrated point-of-sale data from all locations into a single analytics layer, enabling cross-restaurant comparison and real-time trend analysis from one dashboard.

AI-powered demand forecasting

Predictive models analyzed historical sales, day-of-week patterns, seasonality, and local demand signals to forecast expected demand per dish and per location on a weekly basis.

Menu performance intelligence

Identified top-revenue dishes, low-margin underperformers, and cross-sell opportunities — giving management a data-driven foundation for menu engineering decisions across all locations.

Procurement optimization recommendations

Translated demand forecasts into weekly ingredient order recommendations per location, replacing manual estimation and aligning purchasing directly with expected demand.

Business Impact

The platform gave leadership a unified, data-driven foundation for menu, procurement, and operational decisions — directly improving profitability and reducing waste across the entire chain.

23% reduction in food waste

Demand-aligned ingredient ordering eliminated systematic over-purchasing and significantly reduced spoilage costs across all locations.

19% increase in average revenue per location

Menu optimization based on actual sales performance enabled higher-margin dish promotion and improved the overall revenue mix chain-wide.

Procurement planning twice as accurate

Weekly AI-driven order recommendations replaced manual estimation, reducing both ingredient shortages and excess inventory simultaneously.

Our Clients Say

“Overall, I was very satisfied with the work. Omnicode . The team managed the project well, delivered on time, and was AI completed a responsive to our needs. Their strong technical expertise and business understanding were key to the project's success.”
DENZEL HANKINSON, CEO
DHInfrastructure, USA
“Omnicode throughout the project, and collaborated closely with us. We have received a system that works flawlessly and is welldocumented. AI delivered a fully functional solution, communicated well Their deep knowledge of AI and machine learning really stood out.”
TOBIAS GEMPERLI, CEO
Milk Interactive AG, Zurich, Switzerland
“Omnicode engagement. next-generation generative AI demonstrated excellent project management throughout the They delivered scalable, production-ready solutions using AI technologies. The team was highly responsive, adaptable to changing requirements, and maintained strong communication at all stages.”
PAUL PONNA, Co-Founder
Strontium Corporation / COO, ECE Software, Canada
“Working with Omnicode AI was an outstanding experience. Their team demonstrated a deep understanding of complex risk management challenges, particularly in the context of human rights and environmental compliance. They developed a powerful and intuitive platform that significantly improved our ability to identify, assess, and address risks across supply chains. The solution brought greater transparency, streamlined due diligence processes, and strengthened overall accountability. What truly sets Omnicode AI apart is their commitment to building intelligent, socially responsible technology...”
GURGEN PETROSSIAN, Human Rights Consultant
Petrossian Consulting, Germany
“Their project management was highly professional, all deliverables were provided on time and aligned with our requirements. They were very responsive to our needs, quickly addressing feedback and making adjustments whenever necessary, which made the collaboration smooth and efficient. What impressed me most about Omnicode AI was its ability to combine deep technical expertise with a clear understanding of business needs. They did not just deliver AI solutions; they tailored them to our specific goals, making the results both innovative and highly practical. Omnicode AI delivered everything professionally, on time, and exceeded our expectations.”
Arsen Minasyan, CEO
Danor Digital Inc
“Their communication was also good, and they were able to make changes quickly to make things better. Their ability to handle my job!”
CEO, AI Social Media App Firm
Anonymous
“We are currently collaborating with the team on an ongoing mobile application project. They bring solid technical expertise and remain committed to progressing the development. Communication has been consistent, and they are open to feedback. Overall, this is an ongoing collaboration, and we continue working together toward successful completion of the product. We're most impressed by the team's technical expertise and their willingness to stay engaged and solution-oriented throughout the development process.”
General Manager, ELAR FZ LLC
Anonymous
“Their ability to merge AI expertise with legal logic stood out. They were not just building models; they were helping us create a digital lawyer tailored to our firm's needs.”
Taron Simonyan, Founding Partner
ELL PARTNERSHIP

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