The Concord Engine
Stop stitching tools together. Start seeing the whole threat.
Concord turns disconnected tools into a single, intelligent defense layer. It reads the output from every tool in your stack, converts it into a shared language, and builds a unified picture of what is happening, instantly. The engine is domain-agnostic. Any industry. Any security stack.
The Problem
Every tool speaks a different language.
Regulated organizations run 15-40 security, detection, and compliance tools. Each one stores data in its own format. There is no shared schema, no common identifier, no way for one tool to understand what another is seeing.
The Impact
Threats hide in the gaps between tools.
Up to 60% of alerts go uninvestigated. Investigations take 3-5x longer than they should. Audit evidence must be compiled manually. The same attack gets investigated separately by three teams who never share their findings.
How Concord Helps
Concord translates each tool's output into a common language so the engine can see across all systems at once. It does not make tools communicate. It reads what they produce and builds one unified, correlated picture. No tools replaced. No custom parsers.
The Outcome
One picture. Every tool. Real time.
A fraud signal connects to a compliance flag connects to a threat alert. Your organization sees the full story. Investigations close faster. Evidence collects itself. The gaps where threats hide disappear.
See Concord in Action
Views of your data like you have never seen.
Correlated Incident View
AI recommendations, MITRE ATT&CK chain mapping, correlation insights, and blast radius analysis. Five data sources correlated into one incident narrative. Click to enlarge.
Investigation Timeline
Linked alerts, compliance frameworks mapped automatically, activity timeline with full audit trail. Investigate, generate narratives, and assess financial impact from one screen. Click to enlarge.
Core Capabilities
Patent-pending technology.
Semantic Translation
Patent-pending. Ingests raw logs from any source, including firewalls, core banking systems, and badge readers, then translates them into a unified, human-readable format. No custom parsers required.
Entity Resolution
Patent-pending. Connects identities across systems with no shared identifier. 94.3% calibrated confidence. The same person as an IP, an email, and an account number. Resolved automatically.
Cross-Domain Correlation
Bridges security, detection, and compliance automatically. A phishing alert triggers a downstream flag which generates compliance evidence. One incident narrative, not three separate tickets.
Automated Incident Narratives
Concord assembles correlated events into plain-English incident timelines automatically. Investigation reports build as events flow through. Vertical-specific outputs — SAR drafts for banks, audit evidence for tech, breach notifications for healthcare — generate from the same correlation engine. Your team reviews instead of writing from scratch.
Local-First Architecture
Data stays on your premise or private cloud. Concord processes intelligence, not raw data. No massive egress fees. Hybrid and fully on-premise deployment supported.
Agnostic Integration
Connects via standard protocols: syslog, webhooks, and APIs. No custom development. Initial environments provisioned in 1-3 weeks. Your existing tools stay in place.
Under the Hood
Architecture built for regulated environments.
Ingestion Layer
Syslog-first. Ingests structured and unstructured logs from SIEM platforms, core banking systems, fraud detection, and internal repositories. No API dependencies for core function.
Translation Engine
768-dimensional embeddings for semantic matching. 83.4% semantic similarity. 90% schema inference on unknown data sources. YAML rules engine for ontology vocabulary.
Correlation Layer
Graph database for ontology storage. Entity resolution with Platt-calibrated confidence scoring. 4-hour correlation windows for cross-tool event matching.
AI Pipeline
Local-first: Ollama primary, Anthropic fallback, OpenAI tertiary. Reasoning separated from logic tasks for 75% error reduction and 80% cost savings. Runs on consumer hardware.
30+ Vendor Integrations
Works with the tools you already run.
No rip-and-replace. Concord connects to your existing stack.
Stop stitching tools together. Start seeing the whole threat.
30-minute walkthrough. Your tools. Your data. Your blind spots identified.