Work
Projects are published here once they're complete and cleared for sharing. Until then, the reference architectures below show how we approach common systems.
Published projects
None yet. Riemora is a new company, and client work is only shown here with the client’s permission. If you’d like to discuss relevant experience for your project, get in touch.
Reference architectures
Internal concept designs that explain our approach. None of them is a client project, and none claims a measured result.
Knowledge assistant
Concept design, not a client project
- Problem
- Staff spend time hunting through policies, manuals and past tickets for answers that already exist.
- Approach
- Index approved documents, retrieve the most relevant passages for each question and answer with citations to the source, declining when the documents don't cover it.
- Document ingestion
- Hybrid search
- LLM with citations
- Evaluation set
- Access control
Workflow automation system
Concept design, not a client project
- Problem
- Requests arrive by email and forms, then get re-typed into several tools by hand.
- Approach
- Capture each request once, extract the fields, validate them and push them to the right systems, with a review queue for anything uncertain.
- Intake API
- Document extraction
- Rules and routing
- Human review queue
- Run monitoring
Data intelligence application
Concept design, not a client project
- Problem
- Numbers live in separate systems, so every report starts with days of manual reconciliation.
- Approach
- Pipe each source into one documented model, check data quality on every load and expose the result through dashboards and a natural-language query layer.
- Source connectors
- Transformation models
- Quality checks
- Analytics UI
- Query assistant
SaaS foundation
Concept design, not a client project
- Problem
- A new product needs accounts, billing and tenant isolation before it can take its first customer.
- Approach
- Start from a multi-tenant architecture with authentication, subscription billing, audit logs and monitoring in place, so feature work begins on solid ground.
- Authentication
- Tenant isolation
- Subscription billing
- Audit logging
- Observability
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