Save hours and boost accuracy
Traditional analysis of shopping mall data is slow and prone to human error. Siloed data, manual verification, and repetitive tasks limit your ability to generate insights and answer tough stakeholder questions.
Placeform introduces a new approach by seamlessly integrating shopping mall data into one platform, leveraging advanced analytics and AI to deliver accurate insights and reliable forecasting.
Save hours and boost accuracy
Traditional analysis of shopping mall data is slow and prone to human error. Siloed data, manual verification, and repetitive tasks limit your ability to generate insights and answer tough stakeholder questions.
Placeform introduces a new approach by seamlessly integrating shopping mall data into one platform, leveraging advanced analytics and AI to deliver accurate insights and reliable forecasting.
Save hours and boost accuracy
Traditional analysis of shopping mall data is slow and prone to human error. Siloed data, manual verification, and repetitive tasks limit your ability to generate insights and answer tough stakeholder questions.
Placeform introduces a new approach by seamlessly integrating shopping mall data into one platform, leveraging advanced analytics and AI to deliver accurate insights and reliable forecasting.
Optimise space utilisation
Avoid expansion costs by optimising space mix, deploying real time monitoring and ML attendance forecasting to increase utilisation of existing leased space.
Enhance employee experience
Leverage real-time dashboards to proactively manage spaces and monitor live occupancy, bookings, air quality, temperature, acoustics and employee satisfaction.
Optimise operations, drive sustainability outcomes
Reduce operating costs and drive sustainability outcomes by correlating datasets to optimise staffing, cleaning, maintenance, parking, energy usage and waste.
Enhanced with Gen AI and machine learning
Placeform Gen AI empowers you with a data science assistant at your fingertips. Use natural language to ask questions and delve deeper into datasets to uncover what’s working well and areas for improvement.
Maximise space and portfolio utilisation
Minimise leasing and operational expenses by optimising your real estate footprint across corporate offices and branch networks. By harnessing real-time occupancy, attendance data, and utilising predictive analytics, you can accurately forecast space needs, cut operational expenses and avoid costly expansions. Placeform monitors occupancy, meeting room usage, and desk utilisation to deliver data-driven space allocation that maximises ROI on fit-out changes and space optimisation.
Enhance employee experience and wellbeing.
Monitor real-time occupancy, bookings, air quality, temperature and acoustics to optimise workplace conditions. Integrate and contextualise employee feedback with occupancy and attendance data to understand preferences and adapt maintenance and cleaning schedules to attendance levels.
Optimise building operations and sustainability
Optimise operational costs through intelligent staffing, cleaning, maintenance, and building system configuration based on predicted visitation. Enhance sustainability by monitoring energy, gas, water, and waste consumption data at building, tenant, and space levels.
Enhanced with Gen AI and machine learning
Placeform Gen AI empowers you with a data science assistant at your fingertips. Use natural language to ask questions and delve deeper into datasets to uncover what’s working well and areas for improvement.
Monitor tenant performance
Increase rental income by monitoring tenant performance and leveraging predictive analytics to optimise tenant mix, location, and rent based on sales and foot traffic.
Enhance marketing effectiveness
Increase marketing ROI through granular insights into footfall, dwell time, and sales conversion rates and enhance campaign, event, and loyalty program effectiveness.
Monitor tenant performance
Increase rental income by monitoring tenant performance and leveraging predictive analytics to optimise tenant mix, location, and rent based on sales and foot traffic.
Identify the right leasing strategy to maximise revenue performance
Unlock win-win outcomes for mall and tenant and maximise asset returns.
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Achieve an optimal tenant mix by identifying best performing tenants and retail categories.
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Gain insights into underperforming tenants for proactive risk management.
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Optimise rental income through tenant performance analysis and predictive analytics.
- Identify and report on cross shopping opportunities to inform leasing decisions.
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Leverage data to negotiate optimal lease terms and rates.
Enabling asset intelligence:
| ✔ Cross shopping | ✔ Leasing | |
| ✔ People Movement | ✔ Tenant Health | |
Track marketing performance and optimise campaigns
Monitor the performance of marketing campaigns and assess their impact on sales, foot traffic, customer sentiment and loyalty program participation.
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Overlay and correlate instore and digital marketing data sets to track overall effectiveness, conversion rates and trends.
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Integrate loyalty program data and identify member demographics and spend.
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Understand shopper behaviour and flow for better targeting and personalisation.
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Easily share campaign performance with retail partners to retain their investment in future initiatives.
Key marketing insights and forecasting:
| ✔ Sales | ✔ Footfall | ✔ Dwell time |
| ✔ Loyalty | ✔ Campaign performance | |
Run your asset like clockwork
Consolidate your operational data in a single hub to gain actionable insights and drive operational efficiencies across your asset.
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Understand utilisation in correlation with sustainability factors such as electricity, water, waste and gas.
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Ensure clean facilities by adapting cleaning frequency during periods of high demand.
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Optimise spaces to reduce queues and wait times.
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Plan maintenance activities where they cause least disruption and optimise staffing schedules based on forecasted usage and occupancy.
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Evaluate parking usage to help identify peak times and opportunities for revenue maximisation.
Key operational insights:
| ✔ Scheduling | ✔ Parking | ✔ Maintenance |
| ✔ Sustainability | ✔ Space optimisation | |
Manage every aspect of your portfolio
Reduce leasing and operational costs by leveraging internal and external datasets to
right-size real estate footprint across corporate offices and branch networks
- Avoid expansion costs by optimising space mix, deploying real time monitoring and ML attendance forecasting to increase utilisation of existing leased space
- Reduce operating costs by optimising staffing, cleaning, maintenance and building
system configuration based on predicted occupancy and utilisation
- Maximise ROI of fitout changes by identifying areas for investment and simulate
impact of alternative options
- Drive sustainability outcomes by providing analysis on energy, gas, water and waste
information at a building, tenant and space level
Improve employee experience and well being
- Provide the right mix of space to align with new ways of working
- Better understand your employee's behaviour and preferences
- Schedule maintenance activities where they cause least disruption
- Ensure clean facilities by adapting cleaning frequency during periods of high attendance
- Monitor essential factors like temperature, humidity and carbon dioxide concentration to reduce absenteeism and employee discomfort.
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Manage every aspect of your portfolio
Reduce leasing and operational costs by leveraging internal and external datasets to
right-size real estate footprint across corporate offices and branch networks
- Avoid expansion costs by optimising space mix, deploying real time monitoring and ML attendance forecasting to increase utilisation of existing leased space
- Reduce operating costs by optimising staffing, cleaning, maintenance and building
system configuration based on predicted occupancy and utilisation
- Maximise ROI of fitout changes by identifying areas for investment and simulate
impact of alternative options
- Drive sustainability outcomes by providing analysis on energy, gas, water and waste
information at a building, tenant and space level
Improve employee experience and well being
- Provide the right mix of space to align with new ways of working
- Better understand your employee's behaviour and preferences
- Schedule maintenance activities where they cause least disruption
- Ensure clean facilities by adapting cleaning frequency during periods of high attendance
- Monitor essential factors like temperature, humidity and carbon dioxide concentration to reduce absenteeism and employee discomfort.
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Customer Highlight
Premier luxury shopping and dining destination leverages Placeform
One of Malaysia’s premium shopping malls utilised Placeform to enhance performance and increase investor returns on their 120,000 SQM asset. By integrating 20+ systems, deploying AI models for tenant performance prediction, and tracking campaign performance, they were able to enhance asset returns, reduce operational costs, better understand their customers, and refine marketing strategies.
Customer Highlight
Premier luxury shopping and dining destination leverages Placeform
One of Malaysia’s premium shopping malls utilised Placeform to enhance performance and increase investor returns on their 120,000 SQM asset. By integrating 20+ systems, deploying AI models for tenant performance prediction, and tracking campaign performance, they were able to enhance asset returns, reduce operational costs, better understand their customers, and refine marketing strategies.
