ZERO
Real-time safety review by SafeGrid
Zero
Zero backend is SafeGrid's API-first, real-time safety scanner for platform and application integrations. It is designed to run on client infrastructure so data stays in your environment and does not pass through third-party routing.
Access to model providers follows BYOK (Bring Your Own Keys), so you control your own API credentials while we provide the scanning system and deployment support.
Zero Console is a separate system for companies and organizations that need high-volume document and text-dump scanning in a browser UI. It is not a required bundle with backend integrations.
Zero backend: platform and app integrations
Zero backend is built API-first so it can sit behind your own products and processes. You choose what to send, when to send it, and how alerts map into ticketing, case files, or SIEM-style workflows while data stays on your infrastructure.
REST API ingestion
Push single events or batches from backends, ETL jobs, or custom services. Designed for continuous pipelines - not one-off uploads only.
Chat & messaging paths
Connect chat platforms, in-app messaging, gaming comms, or helpdesk transcripts so risky threads surface inside your existing review story.
Documents & exports
Ingest pasted evidence, text extracts, and common office formats where your organization already produces them - legal exports, archives, or operational dumps.
Streaming & progress
Long-running jobs can stream progress to your UI or ops dashboards so teams see throughput instead of staring at a spinner.
Webhooks & downstream actions
Tie detections to the systems that execute policy: alerts, case creation, escalation queues, or partner tools - without manual copy-paste between tabs.
Your environment, your controls
Zero backend is deployed for your infrastructure model, retention rules, and approval chains. Nothing has to leave your servers, and BYOK keeps provider credentials under your control while automation supports human accountability.
What Zero can do
Under the hood, Zero combines fast triage, language-aware analysis, and memory across time. Here is the capability set teams usually care about first.
High-volume triage
Clear obvious noise up front so human reviewers spend cycles on substance, not spam or repetitive low-risk traffic.
Signals & categories
Map content to the harm classes your policies require - grooming, coercion, self-harm, fraud, and more - using rules and models together.
Timelines & trajectory
See how risk evolves across a conversation or case file, not only the latest message, so reviewers spot buildup early.
Multilingual coverage
Analyze content in the languages your user base actually speaks, with the same structured outputs for reviewers.
Analyst corrections
When experts disagree with a machine call, capture that feedback so precision improves and repeat false alarms drop over time.
Replay, audit & integrity
Support investigations and governance with paths to replay decisions, compare states, and explain what the engine saw.
Zero Console: separate high-volume UI scanner
Zero Console is a separate system for teams that need to open, scan, and decide on huge backlogs in a browser UI. It is designed for document and text-dump workflows and can be used by companies or organizations that are not embedding backend integrations into a product.
Designed for operators
- Ingest panels for pasted threads, batch uploads, and live-style runs - whatever your analysts use day to day.
- Results tables, case timelines, and drill-down views tuned to high-throughput review (sorting, selection, and fast navigation).
- Status and summary strips so managers see queue health without exporting to spreadsheets.
Tailored to your org
- Branding, terminology, and workflow steps aligned with your policies - not a one-size generic portal.
- Optional export and API handoff paths when you need to pass findings from console workflows into your existing internal systems.
- Room to grow: as your volumes and mandates change, the console layout and fields can evolve with you.
Two systems, clear deployment paths
Use Zero backend when you need embedded platform and app integrations with client-hosted infrastructure and BYOK controls. Use Zero Console when you need a dedicated high-volume UI scanner for document and text-dump reviews. They can be adopted independently based on your business and rollout needs.
Talk to SafeGrid