Procurement Data Synthesizer

From fragmented data to orchestrated intelligence

Your data has the answers. The Synthesizer makes them work. Opstream’s Data Synthesizer turns your unique data model into real-time intelligence that drives every workflow, across every system.

Turns your data model into action

Once your custom data model is live, the Synthesizer connects the dots. It links fields, entities, and events across tools, vendors, policies, and workflows. Data stops sitting in silos. It starts driving action.

Context-aware workflow generation

The Synthesizer understands more than data. It knows how your policies, risks, approval paths, and goals shape your workflows. Every process reflects how your business actually runs.

Intelligence across every system

ERPs, P2Ps, CLMs, ticketing systems. The Synthesizer connects them all. It unifies workflows across tools without manual mapping or static logic trees. Everything flows.

Data that drives action

The Synthesizer doesn't just analyze. It activates. Data flows in and out of Opstream, triggering the right actions in third-party systems exactly when they are needed.

Built to evolve

As your data, policies, and tools change, the Synthesizer adapts. Relationships are re-evaluated. Workflows recalibrate. Compliance stays tight and processes stay sharp.

Fuses data from every system into a single stream of intelligence
Understands context across tools, processes, and teams in real time
Triggers the right actions based on live data, not static rules
Continuously learns to improve decision-making over time
The intelligent brain behind Opstream’s agentic automation

Don't let fragmented data slow you down.

See Opstream in action today

What is the Opstream Data Synthesizer?

The Data Synthesizer is Opstream’s core AI engine that unifies vendor and cross-organizational data from ERPs, CLMs, HRIS, GRC, and more. By consolidating fragmented sources into a single platform, it powers autonomous workflows (intake, onboarding, renewals) and delivers full spend visibility.
How is the Data Synthesizer different from an integration or automation tool?

Typical integrations just pass data between systems. The Synthesizer actively merges and normalizes data across your stack to create a unified model that drives policy, routing, analytics, and truly autonomous workflows, eliminating silos instead of merely connecting them.
Does it require manual setup, data mapping, or rule configuration?

Yes. Admins define Attributes (custom fields), build Schemas (workflows) with conditional logic, and map data in the Automation tab so request answers sync to Attributes and external systems. This upfront configuration enables low-touch, autonomous operation later.
Can it create or trigger workflows on its own?

Once configured, the Synthesizer triggers workflows from data and dates (for example, kick off renewal reviews 30 days before expiry), sends notifications, and uses AI Extraction to populate fields from documents, without manual chasing.
What systems can the Data Synthesizer connect to?

ERPs (e.g., NetSuite, Workday), CLM/eSignature (e.g., Ironclad, DocuSign), HRIS, GRC/risk (e.g., Panorays), budgeting (e.g., Anaplan), and collaboration tools (e.g., Slack). Unified sync keeps requests, vendors, contracts, and spend aligned across platforms.
How does the Synthesizer maintain compliance and security?

Centralized requests and approvals, RBAC, SSO/SCIM, and detailed audit logs give IT and Security full visibility. Policy-driven workflows automatically involve Legal/GRC/Infosec when criteria are met, keeping teams continuously audit-ready.
How does the Data Synthesizer learn and improve over time?

It captures actions and outcomes to refine mappings and automations. With AI Extraction, users validate parsed fields (dates, amounts, terms), and those corrections improve future accuracy. AI-suggested Attributes also help admins evolve the data model.
How does it fit within the Opstream ecosystem?

The Synthesizer is the foundation: it fuels Autonomous Workflows, powers Analytics/Live Boards, and keeps Attributes in sync with external systems, providing one source of truth for procurement, legal, finance, and security.