Technology · Architecture
How your production system is built.
Every workflow is different. The architecture required to make it reliable is consistent.
The architecture
From source material to completed work.
Every Renaix system follows the same basic architecture. It connects the information the business already has, turns it into a governed operational foundation, performs work through the right combination of rules, AI, and human decisions, and delivers a result the business can use.
Security, evaluation, monitoring, and controlled change apply across the whole system.
Sources
The information the work depends on
Documents, spreadsheets, inboxes, and business systems enter through controlled connections.
- Invoices
- Statements
- Contracts
- Correspondence
- Operational systems
Governed foundation
One trusted operational state
Information is reconciled, permissions are applied, decisions are recorded, and every important result remains linked to its evidence.
- Reconciled records
- Workflow state
- Evidence
- Permissions
- Exceptions
- Decisions
Work engine
Rules, AI, and people do different jobs
Rules handle what must be deterministic. AI handles interpretation. People retain consequential decisions and resolve exceptions.
- Rules
- Selective AI
- Human decisions
Completed work
The result moves the business forward
The system updates records, produces reports, prepares answers, routes exceptions, and completes the workflow the business depends on.
- Updated operational state
- Reports
- Prepared answers
- Routed exceptions
- Scheduled outputs
Built into the whole system
These four are properties of every part above. They are not a step in the sequence.
Security and permissions
Authenticated access, narrow permissions, controlled exposure, and revocation.
Evidence and traceability
Important results remain linked to the source material and system state behind them.
Evaluation and monitoring
Behavior is tested on the cases that matter and monitored during operation.
Controlled change and recovery
Models, prompts, rules, and infrastructure change through measured, reversible decisions.
What the architecture protects
Reliable work requires four guarantees.
Every result can be checked
A reviewer can see the source material, system state and decisions behind an important output.
Deterministic work stays deterministic
Matching, validation and other rule-based tasks do not depend on probabilistic model behaviour.
People retain consequential decisions
The system can prepare and route a decision without silently taking authority it has not been given.
Change is measurable and reversible
Upgrades to models, prompts, rules or infrastructure can be tested, monitored and rolled back.