Spatial Data Analysis
Data Sourcing
Quality Data From Reputable Sources
We collect high-quality open-source data from government and private sources, including satellite, drone imagery and OSINT. We thoroughly vet the most reliable information on sources on the most pertinent topics for our clients.
This allows us to build the accurate and comprehensive datasets that are necessary for effective GIS analysis.
Custom Geo-Statistical Datasets
Quality GIS analysis requires many layers, including land use, population density, political districts, roadways, traffic, crime, hospitals/schools, etc. Drawing from a variety of government and private sources, we build GIS and statistical datasets tailored to your requirements.
When unavailable our experts can digitize satellite information and gather data to fill any gaps in the decision making process.
Data Validation
Datasets deteriorate over time. Small inconsistencies quickly turn into major hurdles for decision makers. This is especially true of geospatial data on which urban decision-making rests. VENNFROG data and GIS experts can restore the integrity of your datasets, letting your organization focus on its business-critical tasks.
Data Visualization
Illustrate Your Vision Effectivelly With Impactful Maps and Charts
Raw geostatistical data can get overwhelming. Datasets commonly contain tens if not hundreds of thousands of data points. Data visualization is about cutting through the complexity to communicate your findings with clarity and precision.
Our GIS team is passionate about making maps, charts, and graphics that are clear, effective, and appealing.
Data Cross-analysis
Unlock The Value Of Client’s Data
We analyze, cross-reference, and homogenize data from multiple existing datasets. We identify trends and patterns and isolate the most important factors necessary to decision making.
Identify Geostatistical Patterns
Data needs to be contextualized with spatial information for its potential to be fully realized. We carry out our analyses in context by projecting data from street level to national level depending on the requirements.
Our Services
Urban Technology and Project Governance
Project Governance and Guidelines
We Provide Project Owners with a decision-making framework.
Governance is one of the biggest factors in urban technology project failures. The diversity and quantity of stakeholders and decision makers involved, means that an ironclad governance structure must be imposed.
This governance must build momentum, keep everyone involved, monitoring progress, and make stakeholders stay on schedule. This is a core component of our project management toolkit.
Vennfrog can help with planning, procurement, or execution. Our clients regularly rely on our extensive experience managing large-scale projects and our contacts in the industry.
Stakeholder and Vendor Coordination
Rally stakeholders around your idea.
As stated, managing a project involves coordinating with numerous and diverse stakeholders, whether city officials, community members, contractors, vendors, etc., whose views, locations, expectations, work culture, and time management can differ drastically.
Keeping the communications flowing means keeping all the various stakeholders committed.
Commissioning and O&M Procedures
Issue commissioning guidelines.
A key component of project acceptance, the commissioning process ensures that a project is completed according to requirements. We design commissioning guidelines and procedures that will deliver fully quantifiable and measurable tests of the investment.
Lay down O&M guidelines.
Vennfrog has been designing O&M guidelines and procedures that meet the highest standards of safety and efficiency. Our services can help your team model and price out predictive maintenance scenarios.