Behavioral signals 01 / 25
Mobile Phone Data
Aggregated, anonymized human mobility data - population movements, behavior, and movement patterns. The foundation for understanding how people actually move through a city.
The intelligence behind the biggest moves.
Real decisions. Real capital. Real consequences.
Markets move faster than instinct can track. We turn behavioural, demographic, and physical-world signals into a clear read on market dynamics - and AI that predicts the next move - so decision-makers understand the ground before they commit. Senior strategists and engineers build that into a solution that stays with your team.
850K+
POIs - Human-verified
8+ yrs
Historical depth - Mobility · spend · POI
<1m
Geofence accuracy - Sub-block resolution
24hr
Data refresh - Daily pipelines
99.9 %
Pipeline uptime - Trailing 90d
500+ cities
Street-level data - Across 17 markets
Section · 01 · Selected clients
Trusted by the finest companies shaping the world.
PIF
$925B AUM
Engagement
PIF
$925B AUM
Abu Dhabi Executive Office
Strategic Initiatives
Engagement
Abu Dhabi Executive Office
Strategic Initiatives
Alshaya Group
85+ brands
Engagement
Alshaya Group
85+ brands
Olayan
Diversified holding
Engagement
Olayan
Diversified holding
ROSHN GROUP
PIF master developer
Engagement
ROSHN GROUP
PIF master developer
ASFAR
PIF tourism arm
Engagement
ASFAR
PIF tourism arm
Ministry of HR & Social Development
Vision 2030
Engagement
Ministry of HR & Social Development
Vision 2030
Aldar Properties
Abu Dhabi developer
Engagement
Aldar Properties
Abu Dhabi developer
Al-Futtaim Real Estate
Conglomerate
Engagement
Al-Futtaim Real Estate
Conglomerate
Colliers
62+ countries
Engagement
Colliers
62+ countries
Cenomi
Real Estate Developer & Retail Group
Engagement
Cenomi
Real Estate Developer & Retail Group
Apparel Group
2,300+ stores
Engagement
Apparel Group
2,300+ stores
H&M
4,200+ stores
Engagement
H&M
4,200+ stores
Primark
450+ stores
Engagement
Primark
450+ stores
Ulta Beauty
1,400+ stores
Engagement
Ulta Beauty
1,400+ stores
Bath & Body Works
1,800+ stores
Engagement
Bath & Body Works
1,800+ stores
Makhazen Alenayah
Care stores
Engagement
Makhazen Alenayah
Care stores
Popeyes
4,000+ outlets
Engagement
Popeyes
4,000+ outlets
Domino's
20,000+ stores
Engagement
Domino's
20,000+ stores
Burger King
19,000+ outlets
Engagement
Burger King
19,000+ outlets
Chipotle
3,500+ outlets
Engagement
Chipotle
3,500+ outlets
Shake Shack
550+ outlets
Engagement
Shake Shack
550+ outlets
Raising Cane's
800+ outlets
Engagement
Raising Cane's
800+ outlets
Starbucks
38,000+ stores
Engagement
Starbucks
38,000+ stores
Tim Hortons
5,500+ stores
Engagement
Tim Hortons
5,500+ stores
Shawarmer
Saudi QSR chain
Engagement
Shawarmer
Saudi QSR chain
Sushi Art
MENA sushi chain
Engagement
Sushi Art
MENA sushi chain
Eathos
Restaurant group
Engagement
Eathos
Restaurant group
Alamar Foods
QSR operator
Engagement
Alamar Foods
QSR operator
CloudKitchens
Dark kitchen network
Engagement
CloudKitchens
Dark kitchen network
JA Resorts & Hotels
Dubai-based group
Engagement
JA Resorts & Hotels
Dubai-based group
Gulf Paradise
Abu Dhabi based
Engagement
Gulf Paradise
Abu Dhabi based
Blossom Nursery
Nursery network
Engagement
Blossom Nursery
Nursery network
Honda
Global manufacturer
Engagement
Honda
Global manufacturer
Systematica
Urban planning
Engagement
Systematica
Urban planning
& Other Stories
H&M Group brand
Engagement
& Other Stories
H&M Group brand
COS
H&M Group brand
Engagement
COS
H&M Group brand
American Eagle
1,100+ stores
Engagement
American Eagle
1,100+ stores
Aerie
AEO sub-brand
Engagement
Aerie
AEO sub-brand
Next
500+ stores
Engagement
Next
500+ stores
Claire's
2,400+ stores
Engagement
Claire's
2,400+ stores
Foot Locker
2,500+ stores
Engagement
Foot Locker
2,500+ stores
New Balance
Footwear & apparel
Engagement
New Balance
Footwear & apparel
ALO Yoga
Premium activewear
Engagement
ALO Yoga
Premium activewear
MUJI
1,000+ stores
Engagement
MUJI
1,000+ stores
Mothercare
Multi-market retail
Engagement
Mothercare
Multi-market retail
Boots
Pharmacy chain
Engagement
Boots
Pharmacy chain
MAC Cosmetics
1,500+ outlets
Engagement
MAC Cosmetics
1,500+ outlets
Charlotte Tilbury
Makeup & skincare
Engagement
Charlotte Tilbury
Makeup & skincare
NYX Professional Makeup
L'Oréal brand
Engagement
NYX Professional Makeup
L'Oréal brand
The Body Shop
3,000+ stores
Engagement
The Body Shop
3,000+ stores
Jo Malone
Estée Lauder brand
Engagement
Jo Malone
Estée Lauder brand
Le Labo
Estée Lauder brand
Engagement
Le Labo
Estée Lauder brand
Vranjes Firenze
Italian luxury
Engagement
Vranjes Firenze
Italian luxury
Victoria's Secret
1,300+ stores
Engagement
Victoria's Secret
1,300+ stores
Victoria's Secret Beauty
VS sub-brand
Engagement
Victoria's Secret Beauty
VS sub-brand
Victoria's Secret PINK
VS sub-brand
Engagement
Victoria's Secret PINK
VS sub-brand
VaVaVoom
Lingerie retail
Engagement
VaVaVoom
Lingerie retail
P.F. Chang's
Asian-inspired
Engagement
P.F. Chang's
Asian-inspired
Texas Roadhouse
700+ outlets
Engagement
Texas Roadhouse
700+ outlets
The Cheesecake Factory
300+ outlets
Engagement
The Cheesecake Factory
300+ outlets
PizzaExpress
600+ outlets
Engagement
PizzaExpress
600+ outlets
Le Pain Quotidien
Bakery-café chain
Engagement
Le Pain Quotidien
Bakery-café chain
Pinkberry
Frozen yogurt
Engagement
Pinkberry
Frozen yogurt
Ace & Tate
80+ stores
Engagement
Ace & Tate
80+ stores
NDAs cover the rest.
See the case studies → Section · 02 · How it works
Move from data to a decision.
Step 01 / 05
→
01 · Ingest
What is happening on the ground?
Live data lake
02 · Locate
Who lives, works, and moves through this place?
Street-level read
03 · Forecast
What does this look like in 1, 3, 5 years?
Forecasts + CI
04 · Explain
Why is this place winning or lagging?
Ranked drivers
05 · Decide
Where do we invest, divest, build?
Board-ready plan
Section · 03 · Platform
Five modules. One platform.
Click through each module to see what it actually does - every screen sits on the same shared data lake.
My Assets
Map
Trade Areas
Footfall
perigonai.com/my-assets
Stores
342
+ 18 YTD
Cities
47
8 markets
Trade area
8.4M
reachable pop
Avg footfall
21.3K
+4.2% MoM
Sales Forecasting
Map
Scenarios
Cannibalization
perigonai.com/sales-forecasting
Yr-1 forecast
$4.2M
± 6.8% MAPE
Cannibalization
11%
on 3 stores
Maturity
18mo
to steady-state
Confidence
96%
high
Mall Intelligence
Map
Footfall
Cross-visit
perigonai.com/mall-intelligence
Malls indexed
1,240
GCC + Turkey
Avg footfall
18.2K
/day
Cross-visit
37%
share with peer
Peak dwell
82min
weekend
Market Intelligence
Map
Competitors
Whitespace
perigonai.com/market-intelligence
Competitors
412
indexed
Trade overlap
23%
avg
White space
47
opportunities
Footfall est.
all 412
competitors
Strategy
Map
Pipeline
Reports
perigonai.com/strategy
Pipeline
$48M
committed
Opportunities
127
ranked
Reports
1-click
full study
Markets
8
live
Store Info
Single-store deep dive - ratings, customer experience, and visit density at a glance.
Trade Areas
Real-life trade and delivery areas mapped against competitors and high-activity zones.
Visitor Times
Dwell time, visit frequency, and busiest windows for every store, every day-part.
Footfall Activity
Hourly traffic patterns alongside social sentiment and demographics across the network.
Sales Performance
Year-on-year revenue tracking with monthly averages and growth trends.
Pin-Drop Forecasting
Drop a pin anywhere - instant AI forecast with confidence intervals.
Scenarios
What-if: change size, format, brand. Compare side-by-side.
Cannibalization
See impact on your existing stores before you sign.
Custom Models
Tailor revenue drivers to your business logic.
Maturity Curves
Model the ramp from open day to steady-state.
Organized Retail Mapping
Every mall and shopping center, attributes and tenants.
Footfall Density
Compare and rank locations by traffic volume.
Floorplan Digitization
Digital floorplans, tenant mix, footfall by zone.
Cross-Visitation
Which other malls your visitors also visit, and how often.
Visitor Behavior
Dwell time, frequency, peak hours, journey patterns.
Competitive Landscape
Every competitor mapped with estimated footfall and overlap.
Trade Area Mapping
Define and analyze trade areas with real mobility data.
Competitor Demographics
Who visits competitors, how often, and their profile.
Delivery Catchments
Map zones and the population within each.
Custom Extraction
Draw any polygon - extract every available data layer.
Portfolio Visibility
Full brand portfolio across markets with performance metrics.
Concept Strategy
Plan which brands go where - match opportunity to positioning.
Opportunity Ranking
Prioritize expansion by forecast revenue and market potential.
Investment Tracking
Pipeline to opening - every committed dollar tracked.
Real Estate Reports
Forecasts, demographics, competitors, delivery zones - one report.
Section · 04 · Data foundation
Our Big Data Lake.
A comprehensive repository of diverse big data sources - the substrate beneath every PerigonAI model, forecast, and recommendation.
25Datasets
5Domains
8Markets
Section · 05 · What we offer
Three ways to work with us.
From self-service platform access to senior-led engagements and custom engineering - pick the operating mode that fits the decision in front of you.
01 · Platform
PerigonAI Atlas+
Where retail strategy meets AI & Big Data. Our flagship geospatial-AI platform unifies asset performance, AI sales forecasting, mall & market intelligence, and workflow management into a single point of truth.
- Five integrated modules today, more shipping soon
- AI pin-drop sales forecasting with scenarios & cannibalization
- Real-mobility trade & delivery areas, footfall & cross-visitation
- Custom polygon & data extraction
Explore the platform →
02 · Consultancy
AI-Powered Consultancy
Management & strategy consulting across retail, real estate, hospitality, urban planning, tourism, government and more: feasibility & real-estate studies, market entry, brand & asset strategy, M&A diligence and much more - delivered by senior partners.
- Senior-partner led, no junior hand-offs
- Every assumption traceable to source
- Field-triangulated with on-site delivery & capability building
- Live workspace your team keeps
Talk to a partner →
03 · Engineering
Data Science & AI
Custom data-science, ML, and workflow engineering. Production models, ETL pipelines, decision systems - embedded with your team or built end-to-end.
- Geospatial ML & forecasting
- ETL & data engineering
- LLM workflow systems
- MLOps & deployment
Talk to our engineering team →
Section · 06 · Impact
How big data moved real markets.
Engagements across 30+ industries - spanning government and sovereign wealth, real estate and shopping centers, retail (fashion, beauty, footwear, eyewear, lifestyle), the full F&B spectrum (QSR, fast casual, coffee, casual dining, ghost kitchens), plus hospitality, healthcare retail, automotive, mobility infrastructure, and education.
29
Case studies
30+
Industries
1000+
Total deliverables
54T
Location events
Featured engagements
Marquee work, by the numbers.
01 / 09
Tourism strategy - Vision 2030
Destination prioritization
How a KSA tourism investment company used big data to identify destination opportunities
The full library
All 29 case studies
Filter by sector, click any tile for the full situation, approach, and impact.
01
Tourism
Tourism strategy - Vision 2030
Destination prioritization
How a KSA tourism investment company used big data to identify destination opportunities
● KSA Read →
02
Tourism
Formula 1 impact - Singapore & GCC
Circuit visitation · F1 week
How a partnership with PerigonAI revealed Formula 1's true impact in the GCC
● GCC & Asia Read →
03
Hospitality
Hospitality market entry
Hospitality strategy
How a real-estate developer used AI to uncover the hospitality market's opportunities
● KSA Read →
04
Public Sector
Fewer offices, better public service
Offices · efficiency gain
How Big Data enabled KSA to enhance public service efficiency in line with Vision 2030
● KSA Read →
05
Hospitality
Hotel acquisition due diligence
Acquisition diligence
How an investment firm used big data to inform acquisition decisions in KSA cities
● KSA Read →
06
Hospitality
Decoding event-driven demand
Event-driven revenue
How AI-driven analytics of events identified seasonality and revenue for hospitality assets
● KSA Read →
07
Infrastructure
How Paris built 43km of extra bike lanes
Bike lanes · Paris
How Paris's Municipality used Big Data for micromobility infrastructure
● France Read →
08
Retail
150+ new stores, 90%+ forecast accuracy
Stores · 90% accuracy
How PerigonAI's platform streamlined operations for a Fortune 500 company
● Global Read →
09
Real Estate
20+ cities, billions of data points
Multibillion 2030 strategy
How an AI-powered model enabled a multibillion-dollar real-estate company's 2030 strategy
● KSA Read →
10
F&B
Market share insights - Share of Wallet & Visitation
KSA · UAE · Kuwait
How advanced modeling revealed brand performance and market drivers across coffee in GCC
● GCC Read →
11
Retail
Middle East's hottest new brand market entry strategy
Franchise win
How AI-driven insights guided a new department store launch strategy
● UAE Read →
12
Healthcare
From fast food to the hospital
Lifestyle correlations
How data uncovered the relationship between fast-food habits and hospital visits in KSA
● KSA Read →
13
Sport
Building wellness into the master plan
Active community design
How a global real-estate developer found innovative ways to improve community wellbeing
● Global Read →
14
Hospitality
Pinpointing high-value source markets
Source-market segmentation
How credit-card data unlocked high-spend source markets for a multibillion hospitality giant
● UAE Read →
15
F&B
Retail Cannibalization Modeling
Network expansion
How AI flagged cannibalization risks for a global F&B brand's store strategy
● Global Read →
16
Real Estate
Monitoring affluence shifts
Community profiling
How population and spend trends revealed affluence shifts in a residential community
● Global Read →
17
Entertainment
Event analytics
Operator performance
How event analytics drove performance for a regional entertainment operator in UAE
● UAE Read →
18
Real Estate
Marketing where buyers actually are
Marketing optimization
How AI decoded mobility patterns to sharpen real-estate marketing for a new community
● Global Read →
19
Infrastructure
The hidden drivers of Abu Dhabi's traffic
Abu Dhabi corridors
How PerigonAI uncovered traffic drivers and planned interventions for the UAE government
● UAE Read →
20
Retail
What footfall doesn't tell a mall
Competitive position
How AI & Big Data benchmarked a major Mall's competitive position across UAE retail
● UAE Read →
21
Real Estate
Competitor monitoring by satellite
Construction monitoring
How a developer quantified and monitored community construction progress with AI & geospatial
● Global Read →
22
Real Estate
Computer vision technology to detect vacant plots
Land polygons · Jeddah
How AI satellite imagery quantified vacant land plots to optimize a Jeddah land bank
● KSA Read →
23
Hospitality
Sizing Riyadh's hospitality market, end to end
Location events analyzed
How PerigonAI guided a real-estate developer's entry into hospitality
● KSA Read →
24
Real Estate
Cross visitation analytics
Cross-visitation matrix
How home-location and cross-visitation analysis benchmarked a major retail destination against competitor malls
● KSA Read →
25
Real Estate
Letting population habits shape the master plan
Resident lifestyle analysis
How resident lifestyle and habits analysis guided community planning for the Client
● KSA Read →
26
Real Estate
Qatari visitation & stay patterns
Strategy reframed
How Qatari residents' stay patterns in KSA can inform a development strategy
● KSA Read →
27
Finance
Alternative data → equity signals
Predictive investment intelligence
How alternative big data & AI uncovered predictive equity signals for a global investment manager
● KSA Read →
28
Retail
AI-driven site selection for UK rollout
Eyewear · UK expansion
How AI-driven site selection guided a global eyewear retailer's UK store strategy
● UK Read →
29
Real Estate
Sizing community retail in Riyadh
Master-planned retail strategy
How AI-driven analytics shaped the community retail strategy for a master-planned development in Riyadh
● KSA Read →
No cases in this sector yet
Section · 07 · Where we work
We operate where you do.
Focused on 17 countries - from the Gulf to the Bosphorus to the South China Sea. Don't see your market? Let's talk →
UAEKSAKuwaitQatarTurkeyOmanUKSingaporeMalaysiaIndonesiaThailandCambodiaVietnamPhilippinesAustraliaNew ZealandJapan
Section · 08 · Leadership
Meet our leadership team.
The leadership team behind PerigonAI - strategy, science, platform, engineering. The team you get on the call, not the team behind them.
Ricardo Bergsma LL. M.
CEO & Co-founder
20+ years across real estate and consultancy, spanning Europe, the Middle East and Asia. Former Director at a leading global consultancy, with deep real estate and retail experience.
Abhishek Vij MSc, MBA
CTO & Co-founder
15+ years building highly scalable and responsive Data and AI platforms across apparel, food & beverage retail, healthcare, e-commerce and automotive.
Gevorg Yeghikyan PhD
CSO & Co-founder
8+ years across urban planning, mobility, retail, real estate and smart cities. Former postdoctoral researcher at the Italian National Research Council (CNR).
Pedro Santos MSc
COO & Co-founder
16+ years in real estate and retail, with a strong proven track record in consulting, strategy and client relationship management.
Bhavish Hak B.Tech
Head of Engineering
10+ years architecting and scaling production software platforms across enterprise and high-growth startups.
Section · 09 · Team
The wider crew.
A connected network of engineers, scientists, and operators delivering Atlas+ programs around the clock - spanning three continents, one signal.
Network · 13 nodes · 27 edges · live
Mane Mikayelyan
Data Science Manager
Abhishek Gogoi
Software Engineer
Aditya Tiwari
Senior Data Scientist
Arnab Anand
Data Scientist
Hiyas Bayani
Senior Manager, Operations
Hrach Khlghatyan
Senior Data Scientist
Kamil Patel
Software Engineer
Mani Pratap
Senior Software Engineer
Narine Ayvazyan
Senior Product Manager
Raf Mnatsakanyan
Data & Analytics Manager
Samvel Balyan
Data Quality Manager
Sargis Hovsepyan
Data Scientist
Shreyas Nair
Software Engineer
Section · 10 · Get started
Your markets, through our lens.
Show us where you operate, where you're headed, or the problem you're trying to solve and we'll show you what we see. The conversation starts there.