Your data model isn’t broken. It’s just not one-size-fits-all. Opstream builds a dynamic data model that flexes with your business and powers every workflow with precision that fits the way your business actually works, not the way other platforms think it should flow.
Every company has a unique DNA and no two companies' data look the same. Different policies, structures, risk profiles, and compliance rules mean your model should be yours. Opstream adapts to your environment automatically, without forcing you into a rigid template.
Traditional platforms strip your data down to the basics. Opstream keeps the full picture, tracking everything from contract terms to performance KPIs and wraps it in automation, structure, and real-time intelligent workflows.
Opstream mirrors your vendor model by learning directly from your ERP, CLM, finance tools, and more. No more lost fields or manual patchwork between systems.
By analyzing your workflows and business logic, Opstream automatically adds calculated fields like negotiated savings, renewal risk, or vendor performance evolving your model as your business evolves.
Opstream keeps your model fresh by automatically adapting to policy changes or system updates, creating a living, learning data foundation that flexes with your business and powers intelligent workflows. No re-mapping. No IT tickets. No downtime.
Structures unstructured third-party data. No mapping needed.
Adapts to schema changes instantly. No breakage.
Links data points for smarter, context-aware decisions.
Fully configurable, no-code. No IT required.
Feeds every workflow with accurate, unified data.
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What is Dynamic Data Modeling in Opstream?
Dynamic Data Modeling is a core Opstream capability that lets you shape the platform’s data to your business using Attributes: custom fields (e.g., contract dates, risk scores). These Attributes create your organization’s language across vendors, software, and requests, powering reporting and automation.
What makes Opstream’s data modeling different from traditional tools?
It’s Attribute-driven and live. Reusable Attributes form the backbone of your model, directly driving reminders, analytics, and autonomous workflows. Computed Attributes calculate values (e.g., annualized cost) automatically, and Attributes stay in sync with requests and integrated systems like ERPs and CLMs.
Do we need to manually configure fields, tables, or structures?
Yes, admins define Attributes and build workflow Schemas in the Editor. After setup, Attributes auto-populate from request answers, synced integrations, and AI Extraction (which pulls metadata from uploaded documents), minimizing manual entry.
How does Opstream handle changes to policies or systems?
Admins duplicate/modify Schemas in the Editor and update conditional logic to enforce new rules (e.g., Legal above a value). As a data synthesizer, Opstream maps and syncs Attributes with ERPs/CLMs via the Automation tab. Audit Logs track who changed what and when.
Can it handle unstructured or third-party data?
Yes. AI Extraction converts unstructured files (contracts, certs) into structured fields for quick validation. Third-party data from ERPs, CLMs, GRC, and more is unified into Attributes so your model reflects authoritative sources.
Is Opstream suitable for my industry or custom business requirements?
Dynamic Data Modeling plus no-code Schemas and conditional logic lets you tailor fields and approval flows to procurement, legal, security, and operations use cases, effectively making Opstream your organization’s data backbone.
How does Dynamic Data Modeling integrate with other systems?
Opstream integrates in both directions: Attributes can mirror authoritative values from your ERPs (e.g., NetSuite, Workday), CLMs, and risk tools via Data Source question cards, and the Automation tab can push those Attribute values back out to external systems, such as creating vendor records or PO fields in your ERP.Outbound: The Automation tab pushes Attribute values to external systems (e.g., creating vendor/PO fields in your ERP).
How does this data model benefit other Opstream products?
Attributes power everything: they trigger autonomous workflow steps (e.g., Legal or Security based on risk/value), feed Analytics & Live Boards, drive reminders (renewal dates), reconcile records across integrations, and store AI-extracted metadata for consistent, audit-ready operations.