MonolithIQ
Designed for enterprise and financial workflows that need to move from complex source material to structured data, analysis, exceptions, deliverables, and human approval.
DISCUSS A WORKFLOWA reviewable path from source to decision.
The playbook carries the domain knowledge.
Normalize source documents and preserve location metadata.
Index content and find the evidence required by a playbook.
Extract cited values into a consistent, typed record.
Apply checks and surface exceptions, gaps, and uncertainty.
Generate the deliverable with source evidence available for approval.
Headless capabilities. Human-facing control.
Composable modules with observable inputs and outputs.
Source-linked extraction
Values retain the document, page, and span needed to inspect where they came from.
Playbook-driven analysis
Fields, questions, and checks belong in a configurable playbook rather than hidden domain logic.
Observable modules
Module inputs, outputs, versions, and model calls are designed to be inspectable and replayable.
Human approval
Exceptions and deliverables remain reviewable before they enter a consequential downstream workflow.
The engine stays reusable.
MonolithIQ is intended to carry the document, workflow, evidence, and review capabilities. Industry-specific decisions belong in applications, playbooks, integrations, and customer configuration.
Aurelius applies the pattern.
Aurelius is the campaign and market-intelligence application in the product family. Its current CRE focus applies public-record research, scoring, conflict checks, and review to a specific operating workflow.
Explore Aurelius →Designed for more than one security boundary.
Intended modes, stated without pretending every mode is complete.
Shared cloud
A Stack55-managed environment for customers whose workflow fits a shared service boundary.
Dedicated cloud
A single-tenant environment configured around customer identity, data, and network requirements.
On-premises
A portable deployment target for workloads that must remain within customer-controlled infrastructure.
Start with one document-heavy workflow.
Map the source material, evidence requirements, review boundary, and practical first deployment.
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