RSI Tech / production intelligence systems
We build AI systems that survive production.
Production AI, grounded retrieval and prototype hardening, engineered with explicit release evidence, controlled failure and operational ownership.
01 / Capability constellation
Production intelligence is a connected discipline.
Evidence, Context, Constraints, Evaluation, Recovery and Ownership shape the same production decision.
02 / System pathways
Three paths into production.
01
Production AI and LLM systems
An agreed system slice with measurable release criteria, operating procedures and named responsibilities.
Review the service boundary02
RAG and retrieval systems
A grounded retrieval path with explicit source and quality contracts.
Review the service boundary03
AI prototype hardening
The smallest production service that can meet agreed acceptance evidence.
Review the service boundary
03 / Evidence chamber
Engineering evidence, held to its real boundary.
Moment 01
Career Survey Intelligence & Compensation Consistency Engine
Structured extraction and grounded consistency checks made compensation and leveling review explainable.
Constraint: Accuracy and auditability matter more than cleverness.
Review the full work recordMoment 02
Marketing Analytics & Incremental Lift Optimization
Incrementality-focused measurement and targeting models connected model outputs to budget and campaign decisions.
Constraint: Incrementality must anchor optimization decisions.
Review the full work recordMoment 03
Security Ops: User Behavior Analytics & Anomaly Detection
Behavioral baselines and explainable anomaly signals for SOC triage and investigation.
Constraint: Data volume is high; latency and cost constraints matter.
Review the full work record
Workflow X-Ray opens with a local recorded reference built from synthetic data and simulated business tools. It executes no external business action.
04 / Human intelligence