AI products for financial workflows that cannot lose the evidence.
Stack55 develops software for document-heavy underwriting, market intelligence, and operational workflows—and works with teams to integrate it into the systems they already use.
REQUEST AN ARCHITECTURE AUDITA platform and a focused application.
Shared capabilities, distinct jobs.
MonolithIQ
MonolithIQ is designed for enterprise and financial workflows that move from source documents to structured data, analysis, exceptions, deliverables, and human approval.
Aurelius
Aurelius applies the product family's evidence, workflow, and review patterns to campaign intelligence—currently through CRE ownership research, trigger scoring, conflict checks, and outreach preparation.
Services that move a product into operation.
Bounded discovery, architecture, and implementation.
AI Workflow Discovery
Map one workflow, the decisions inside it, the evidence users need, and the point where automation would produce measurable value.
Data & Architecture Audit
Assess source systems, document quality, integration constraints, security boundaries, evaluation needs, and a practical first deployment.
Custom Workflow Implementation
Configure product capabilities, build the required integrations, define review checkpoints, and test the workflow against representative data.
Implementation close to the workflow.
The software only matters when it works with the documents, data, controls, and people already inside the organization.
Stack55 can work directly with an operating team to understand the workflow, configure playbooks, build necessary connectors, and establish review and evaluation criteria.
Private-cloud and on-premises deployment are design targets for sensitive workloads. The appropriate model depends on the customer's security boundary and the maturity of the deployment.
Named systems such as Yardi, MRI, Bloomberg, CoStar, or Trepp are integration contexts—not claims that every connector is available out of the box.
Architecture & data audit.
Start with one workflow and leave with a concrete deployment decision.
- 01 Workflow and decision map
- 02 Data and integration readiness assessment
- 03 Risk, evaluation, and human-review requirements
- 04 Prioritized next step with scope boundaries