A modular platform for sports and financial market intelligence

Combining ingestion, extraction, scenario analysis, content generation, and integrity controls into a single platform with flexible delivery options for every workflow.

Platform modules

Five interconnected modules that take you from raw signals to review-ready intelligence, content, and integrity controls.

Ingestion and fusion

Connect and normalise signals from public media, market data, social channels, and performance feeds into a unified pipeline. Our connectors handle deduplication, schema mapping, and real-time throughput at scale.

Key outputs

Normalised eventsEntity graphSource metadata

Typical users

Data engineers, platform teams

Delivery

Streaming APIs, batch exports

Structured intelligence

Convert unstructured updates into machine-readable intelligence with entity extraction, event classification, evidence-quality grading, and provenance tracking. Every output includes source attribution and quality-evaluation metadata.

Key outputs

Intel cardsEvidence-quality gradesEntity resolution

Typical users

Analysts, editorial teams, risk desks

Delivery

REST API, webhooks, dashboards

Scenario analytics

Quality evaluation and historical consistency checks across scenarios, trend observations, and operational contexts. Continuous evaluation, historical consistency analysis, and performance monitoring keep outputs reliable for internal research review and governance — not investment advice.

Key outputs

Scenario summariesTrend observationsQuality evaluation reports

Typical users

Research teams, risk teams, performance analysts

Delivery

API endpoints, scheduled reports

Content and experience

Generate multilingual narratives, interactive formats, and localised experiences for professional and consumer audiences. Outputs adapt to channel requirements and editorial tone.

Key outputs

Automated narrativesInteractive widgetsLocalised content

Typical users

Newsrooms, fan platforms, social teams

Delivery

Content API, embedded components

Research output trust and market integrity

Cybersecurity-grade data provenance, source verification, manipulation-risk detection, and LLM-injection screening are built into every analytical output. Each output ships with confidence notes, freshness markers, and integrity flags so downstream review, governance, and routing systems can act with full context.

Key outputs

Source provenance and reputation scoringManipulation and anomaly risk flagsLLM-injection and content-safety cuesAudit-ready logs and version trails

Typical users

Risk, compliance, research, and platform teams

Delivery

Inline flags on every API response, dedicated integrity webhook

Delivery options

Choose how intelligence reaches your team and systems.

APIs

RESTful endpoints with comprehensive documentation, versioning, and rate limiting. Authenticate with API keys or OAuth 2.0 and retrieve structured intelligence on demand.

Webhooks

Real-time event notifications with configurable filters, delivery guarantees, and automatic retry policies. Receive intelligence the moment it is available.

Dashboards

Pre-built analytics views for monitoring intelligence flows, model performance, and delivery metrics. Customisable layouts with role-based access controls.

Licensed components

Embeddable UI components for intelligence cards, timelines, and interactive widgets. Drop into your existing application with minimal integration effort.

Operating model

A simple three-step flow from raw signals to actionable delivery.

Ingest

Signals from public sources are collected, normalised, and deduplicated in real time.

Process

Intelligence extraction, entity resolution, and scenario modelling transform raw data into structured outputs.

Deliver

APIs, webhooks, dashboards, and embedded components distribute intelligence to your workflows.

Ready to build with CognoMedia

Share your workflow and constraints, we will propose a practical path from pilot to production.