Architecture
One engineering spine, tuned per domain
Every platform in the lab is assembled from the same nine layers. What changes is the domain logic, the data model and the intelligence attached to it.
- 01
Browser
Responsive React clients with route-level code splitting and streamed rendering.
- 02
Application
Typed component architecture, design-system tokens and accessible interaction patterns.
- 03
API Layer
Versioned server functions and REST endpoints with schema validation at the boundary.
- 04
Authentication
Session management, MFA-ready identity and role-based authorization.
- 05
Business Logic
Domain services, state machines and rules engines isolated from transport.
- 06
Database
PostgreSQL and PostGIS with row-level security and migration-controlled schema.
- 07
Storage
Object storage for documents, media and generated deliverables.
- 08
Analytics
Event pipelines feeding operational and executive intelligence.
- 09
AI Services
Model orchestration, retrieval, extraction and evaluation harnesses.
Security as a schema concern
Row-level security, role tables and audit logging are modeled in the database, not bolted onto the UI.
Boundaries are typed
Every API surface validates with a schema at the edge so invalid state never reaches domain logic.
Offline is a first-class mode
Field platforms use append-only operation logs and deterministic replay rather than best-effort caching.
AI stays accountable
Model output is anchored to evidence, scored for confidence and routed to humans when it falls short.
High
Estimated architecture complexity
6 months
Estimated median build timeline
0+
Estimated integrated services
< 300 ms
Estimated p95 response target
Estimated Demonstration Metrics — illustrative values for this guided experience, not measured production statistics.