Inspect raw JSON-LD payload
·
mirrors the <head> script
{
"@type": [
"Service",
"Product"
],
"@id": "https://data.odnosworks.com/services/data-integration",
"name": "Data & Integration",
"description": "Structuring and connecting data across systems to create consistency, reliability, and visibility. This work enables information to move seamlessly between platforms, reducing manual effort and improving decision-making.",
"category": [
"Data",
"Architecture",
"Integration"
],
"url": "https://www.odnosworks.com/methods",
"provider": {
"@type": "Organization",
"@id": "https://data.odnosworks.com/organizations/odnos-llc",
"name": "ODNOS",
"url": "https://www.odnosworks.com",
"description": "Odnos is a consulting and product company focused on how organizations are represented, understood, and experienced in a digital-first world. With a foundation in system design and implementation, Odnos works across platforms like Salesforce to deliver practical solutions today, while building new approaches to how organizations structure and communicate their data as AI becomes a primary layer for discovery and decision-making.",
"sameAs": [
"https://www.linkedin.com/company/odnos",
"https://appexchange.salesforce.com/appxConsultingListingDetail?listingId=e0e5a1ea-0afc-4300-8fe8-59e1f6132e48",
"https://x.com/odnos_"
]
},
"areaServed": [
"USA Nationwide"
],
"availableChannel": [
{
"@type": "ServiceChannel",
"name": "In-person",
"availableLanguage": [
"English"
]
},
{
"@type": "ServiceChannel",
"name": "Online",
"availableLanguage": [
"English"
]
}
],
"keywords": "data modeling, integration, APIs, MuleSoft, Informatica, Zapier, data quality, migration, architecture, automation",
"audience": [
{
"@type": "Audience",
"@id": "https://data.odnosworks.com/personas/nonprofit-program-operations-manager",
"name": "Nonprofit Program & Operations Manager"
},
{
"@type": "Audience",
"@id": "https://data.odnosworks.com/personas/b2b-sales-systems-leader",
"name": "B2B Sales & Systems Leader"
}
],
"isRelatedTo": [
{
"@type": "Service",
"@id": "https://data.odnosworks.com/services/strategy-experience-design",
"name": "Strategy & Experience Design",
"url": "https://www.odnosworks.com/methods",
"description": "Helping organizations define what to build, why it matters, and how their processes, data, and technology should work together. This work turns unclear goals and fragmented workflows into a clear, actionable direction for design and execution.",
"serviceType": [
"Strategy",
"Design",
"Research"
],
"provider": {
"@type": "Organization",
"@id": "https://data.odnosworks.com/organizations/odnos-llc",
"name": "ODNOS",
"description": "Odnos is a consulting and product company focused on how organizations are represented, understood, and experienced in a digital-first world. With a foundation in system design and implementation, Odnos works across platforms like Salesforce to deliver practical solutions today, while building new approaches to how organizations structure and communicate their data as AI becomes a primary layer for discovery and decision-making."
}
},
{
"@type": "Service",
"@id": "https://data.odnosworks.com/services/activate",
"name": "ACTIVATE",
"description": "ACTIVATE is an ongoing enablement and support service designed to help organizations successfully adopt, use, and evolve their digital solutions after initial implementation or strategy work. It focuses on bridging the gap between delivery and real-world usage—ensuring teams understand the system, processes are followed, and the solution continues to improve over time. ACTIVATE combines training, support, process refinement, and light enhancements to help organizations maintain momentum and get long-term value from their technology investments.",
"serviceType": [
"Enablement",
"Adoption",
"Change Management"
],
"provider": {
"@type": "Organization",
"@id": "https://data.odnosworks.com/organizations/odnos-llc",
"name": "ODNOS",
"description": "Odnos is a consulting and product company focused on how organizations are represented, understood, and experienced in a digital-first world. With a foundation in system design and implementation, Odnos works across platforms like Salesforce to deliver practical solutions today, while building new approaches to how organizations structure and communicate their data as AI becomes a primary layer for discovery and decision-making."
}
}
],
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "Do Not Use When",
"value": "You only have a single simple system, Data needs are minimal or temporary, No integration is required"
},
{
"@type": "PropertyValue",
"name": "Example Questions",
"value": "Why doesn’t our data match across systems?, How do we connect these tools?, How do we trust our reporting?"
},
{
"@type": "PropertyValue",
"name": "Example Scenarios",
"value": "Integrating Stripe with Salesforce, Connecting marketing and CRM systems, Cleaning and restructuring donor data"
},
{
"@type": "PropertyValue",
"name": "FAQs",
"value": "Do we need middleware? Depends on system complexity and scale., Can you fix messy data? Yes, with proper structure and cleanup., Is this a one-time project? Often requires ongoing governance."
},
{
"@type": "PropertyValue",
"name": "Intended Outcomes",
"value": "Connected systems and seamless data flow, Clean, structured, and reliable data, Reduced manual work and duplication, Better reporting and insights"
},
{
"@type": "PropertyValue",
"name": "Limitations",
"value": "Dependent on system capabilities, Can be complex across multiple platforms, Requires ongoing maintenance"
},
{
"@type": "PropertyValue",
"name": "Problems Solved",
"value": "Disconnected systems and data silos, Inconsistent or unreliable data, Manual data entry across platforms, Lack of visibility across systems"
},
{
"@type": "PropertyValue",
"name": "Risks",
"value": "Data loss or corruption during migration, Integration failures if not properly designed, Increased complexity if over-engineered"
},
{
"@type": "PropertyValue",
"name": "What It Is Not",
"value": "Not just reporting or dashboards, Not a one-time cleanup without structure, Not purely backend with no business context"
},
{
"@type": "PropertyValue",
"name": "When to Use",
"value": "Systems are not talking to each other, Data is inconsistent or duplicated, Reporting is unreliable, Scaling across multiple platforms"
},
{
"@type": "PropertyValue",
"name": "Process Overview",
"value": "We start with assessing existing systems, data structures, and flows to identify inconsistencies and gaps. A data model and integration architecture are then defined to support how information should move across systems. Integrations are implemented using APIs or middleware, followed by data migration, validation, and testing to ensure accuracy and reliability."
}
],
"@context": "https://schema.org"
}