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SignalOps · Use cases

If it changes over time, SignalOps can watch it

One platform, many time-series domains. Streams become governed evidence, evidence becomes deterministic signals, and signals surface what merits review, in any domain where facts arrive as a sequence.

The intelligence lifecycle

The same loop, whatever the stream

Register the source, normalize the events, run deterministic detectors, refine with ML, explain with evidence, and let assurance grade the outcome. Onboarding a new domain is a use-case pack on the same platform, not a new system.

The intelligence lifecycle: every domain runs the same governed loop.

Running today

Two domains live, one platform

MarketOps: financial and options intelligence

Live

Deterministic market surveillance over equity prices, options surfaces, technicals, and financial statements: versioned market-state snapshots, strategic valuation scoring, tactical reversal and volatility analysis, convergence review queues, and signal assurance grading every confirmed call.

Explore MarketOps

CyberOps: security telemetry and operational detection

Live

Firewall evidence retained durably, deterministic detections, and lifecycle policies that separate record-only facts from investigation work. The same primitives as MarketOps, a different domain pack.

Designed extension

Ten more domains, one extension model

Each of these runs as a use-case pack: its own schemas, detectors, and policies on the shared platform. The domains below express the designed extension model, not shipped packs.

IoTOps

Sensor and industrial monitoring: vibration, telemetry, and machine-event streams correlated into maintenance and anomaly signals.

SupplyChainOps

Logistics and inventory intelligence: lead-time drift, demand shifts, and supplier concentration surfaced as review items.

HealthOps

Clinical and medical device event processing: device telemetry and care events correlated under strict access boundaries.

EnergyOps

Smart grid and utility telemetry: load anomalies, outage precursors, and grid-stability signals from heterogeneous meters.

FleetOps

Vehicle, GPS, and telematics monitoring: usage patterns, maintenance signals, and route anomalies across mixed fleets.

RetailOps

POS, inventory, and customer traffic analytics: demand signals and shrinkage anomalies correlated across locations.

CloudOps

Cloud infrastructure and deployment observability: cost drift, capacity signals, and incident precursors across accounts.

DevOps Intelligence

CI/CD, code quality, and release analytics: pipeline health, regression signals, and release-risk indicators.

DocumentOps

Document lifecycle events integrated with Syncratic: ingestion, classification, delta, and access events as first-class signals.

The pattern

Telemetry in. Evidence persisted. Deterministic signals out. Outcomes graded. The domain changes; the guarantees do not.

Governed knowledge assurance

Bring your time-series problem.

Tell us which stream keeps your team up at night. We will show you what it looks like as governed evidence, deterministic signals, and a graded review queue.