01
Data Acquisition & Connectors
Data FoundationWhat it covers
- Enterprise systems
- Social media
- Web
- Open data
- Geospatial
- Satellite
- Mobility
- Sensors
- Surveys
Projects that used it
N°01 Track record
Founding team experience across Asia-Pacific, and beyond.
The capability archive is not theoretical. It is what is left over, and reusable, after a hundred deliveries.
100+Projects
20+Countries
15+Sectors
65Data types
Managed and delivered by our founders with international organizations, governments, and enterprise partners.
Delivery mapDrag to turn · click a marker
Every marker is a place we have delivered in, sized by how much work landed there. Click one to open its projects and the capabilities behind them.
N°02 The stack
Four layers, fourteen capabilities.
Each layer sits on the one before it. Data first, then intelligence, then the AI that runs inside operations, then the products people actually open.
Layer
Data Foundation
3 of 14 capabilities
- 01Data Acquisition & Connectors
- 02Data Engineering, Integration & Secure APIs
- 03Data Governance & Responsible AI
Layer
Intelligence & Analytics
8 of 14 capabilities
- 04Social, Media & Public Sentiment Intelligence
- 05Web, News & Search Intelligence
- 06Market, Location & Geospatial Intelligence
- 07Mobility & Population Intelligence
- 08Earth Observation & Visual AI
- 09Risk, Crisis & Early Warning Intelligence
- 10Predictive & Decision Intelligence
- 12Financial, Transaction & Behavioural Intelligence
Layer
Operational AI
2 of 14 capabilities
- 11Document, Text & Knowledge Intelligence
- 13Digital Field Operations & IoT
Layer
Decision Delivery
1 of 14 capabilities
- 14Decision-Support Products & Dashboards
N°03 The evidence
Pick a capability. See what it covers.
Fourteen entries, each with what it covers and the delivered projects behind it.
02
Data Engineering, Integration & Secure APIs
Data FoundationWhat it covers
- Data pipelines
- Data quality
- Entity resolution
- Interoperability
- Secure access
Projects that used it
03
Data Governance & Responsible AI
Data FoundationWhat it covers
- Privacy
- Access control
- Ethical AI
- Data-quality frameworks
- Auditability
Projects that used it
04
Social, Media & Public Sentiment Intelligence
Intelligence & AnalyticsWhat it covers
- Social listening
- Sentiment
- Topic analysis
- Misinformation monitoring
- Perception monitoring
Projects that used it
05
Web, News & Search Intelligence
Intelligence & AnalyticsWhat it covers
- Web crawling
- News monitoring
- Search signals
- Event detection
- Source tracking
Projects that used it
06
Market, Location & Geospatial Intelligence
Intelligence & AnalyticsWhat it covers
- Mapping
- Catchment analysis
- Accessibility
- Market potential
- Site selection
- Spatial segmentation
Projects that used it
07
Mobility & Population Intelligence
Intelligence & AnalyticsWhat it covers
- Movement patterns
- Origin–destination flows
- Commuting
- Displacement
- Population insights
Projects that used it
08
Earth Observation & Visual AI
Intelligence & AnalyticsWhat it covers
- Satellite imagery
- Drone imagery
- Image analytics
- Land use
- Damage
- Infrastructure
- Environment
- Objects
Projects that used it
09
Risk, Crisis & Early Warning Intelligence
Intelligence & AnalyticsWhat it covers
- Multi-source monitoring
- Anomaly detection
- Alerts
- Impact assessment
- Operational visibility
Projects that used it
10
Predictive & Decision Intelligence
Intelligence & AnalyticsWhat it covers
- Forecasting
- Nowcasting
- Scoring
- Proxy indicators
- Recommendation models
- Positive-deviance analysis
Projects that used it
11
Document, Text & Knowledge Intelligence
Operational AIWhat it covers
- OCR
- NLP
- Classification
- Information extraction
- RAG
- Source-backed AI assistants
Projects that used it
12
Financial, Transaction & Behavioural Intelligence
Intelligence & AnalyticsWhat it covers
- Bank-statement analytics
- Customer segmentation
- Usage patterns
- Financial inclusion
- Anomaly detection
Projects that used it
13
Digital Field Operations & IoT
Operational AIWhat it covers
- Mobile data collection
- Crowdsourcing
- Workflow tools
- Sensor networks
- Real-time monitoring
Projects that used it
14
Decision-Support Products & Dashboards
Decision DeliveryWhat it covers
- Role-based dashboards
- Interactive maps
- Reporting
- Human review
- Operational workflow
Projects that used it
N°04 The data
65 kinds of data, already handled.
From enterprise records to satellite imagery. Hover any data type to see how many projects used it, and which.
Hover any data type to see how many projects used it, and which.
N°05 Consult now
Which capability fits your problem?
Tell us what you are trying to move, and we will point at the capabilities that already exist — and the part that has to be built for you.