Powerful Features
Unlock the Full Potential of AI-Powered Recommendations
Discover cutting-edge features designed to optimise recommendations, improve personalisation, and maximise engagement across all industries.

Effortless Scaling
AWS-managed infrastructure, async jobs, and smart caching keep experiences responsive as demand spikes.

Plug & Play
Push catalog items and events through ready-made REST endpoints and console toggles to get started fast.

Minimal Configuration
Layer guardrails, boosts, and forced placements without scripts, then retrain from the same workspace.

Enterprise-ready Security
Issue and rotate API keys, manage OAuth clients, and gate features by role without leaving the console.
Advanced AI Models
Browse tenant-specific model families, review version metadata, and track training runs from one place.
Operate personalisation from one control plane
NeuronSearchLab unifies catalog ingestion, event capture, and model oversight so teams can curate tenant-specific experiences without wrangling bespoke infrastructure.
Event ingestion lands within seconds and each request recomputes embeddings with the latest contextual filters.
Tenant-scoped credentials, OAuth client controls, and role-aware teams keep access limited to the right people.
Catalog items, user activity, and business rules converge into a shared embeddings store with built-in usage analytics.
Coordinate rollout guardrails and targeting rules from the console before promoting updates live.
What you get
Features built for personalization operators
NeuronSearchLab unifies data ingestion, context design, and release governance so product, growth, and engineering teams can steer recommendations without wrangling infrastructure.

Control every model launch from one console
Trigger tenant-specific training runs, review version metadata, and bake contextual guardrails into every release without swapping tools.
Unified signals
Bring catalog attributes, behavioural events, and guardrail logic into one signal layer with usage analytics baked in.

Tenant credential control
Issue, rotate, and revoke API keys or OAuth clients while keeping tenant boundaries tight—no infrastructure tickets required.

Responsive recommendationsNEW
Stream events in seconds, recompute embeddings per request, and kick off retraining runs when behaviour shifts.

Stand up pipelines in days
Push catalog entities and events through ready-made APIs, validate payloads in the console, and track training progress as you ramp.

Coordinate rollouts
Prepare guardrails, targeting rules, and approvals before any model goes live, all within the same workspace.
