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Transform Chaotic Data Into Causal Intelligence

Lymba’s AI-based Decision Support (LADS) ingests and structures enterprise data into a
Temporal Knowledge Graph, providing traceable, explainable insights
that your IT, data and architecture teams can trust

Entry icon symbolizing data nodes feeding into the LADS platform for AI-driven decision support.
Entry graphic showing a knowledge graph as the foundation for adaptive, AI-based decision intelligence.
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Entry icon representing interconnected data sources unified into the LADS temporal knowledge graph.

Enterprise Data is Growing Faster Than Your Tools Can Keep Up

Information Overload - video icon highlighting the flood of structured and unstructured enterprise data.

Information Overload

Too many reports, logs and signals = noise

Fragmented Tools - mosaic symbol showing disconnected systems producing unsynthesized outputs.

Fragmented Tools

Siloed platforms fail to integrate holistic insights

Inconsistent Interpretation - misaligned views across business units due to lack of contextual insights.

Incosistent Interpretation

Different teams act on different truths

What Lymba’s AI Decision System (LADS) Deliver

LADS is an AI-powered decision support platform that builds causal, temporal knowledge graphs from all your structured and unstructured inputs. It synthesizes signals, validates reasoning and provides confidence-scored explainable insights

Data Ingestion - LADS continuously ingests diverse structured and unstructured information into machine-readable formats.

Data
Ingestion

Reports, feedbacks, logs, multi-media, all machine-readable

Knowledge Graph Construction - building a temporal knowledge graph capturing entities, events, and dependencies.

KG
Construction

Temporal, ontology-driven graphs

Core AI Engine - modular AI agents orchestrating workflows and interpreting natural language queries.

Core AI
Engine

Natual Language Queries + modular task agenta

Insight Generation - predictive analytics and ranked recommendations aligned to enterprise goals.

Insights
Generation

Predictive analytics, recommendations, dashboards

Validation and Transparency - explainable AI with traceable reasoning and confidence scores.

Validation &
Transparency

Traceable reasoning, confidence scores

User Experience - adaptive dashboards delivering context-aware summaries and visualizations.

User
Experience

Dashboards and role-specific interfaces

Built for Your Technical Stack

Scalability - LADS stack adapts to new data sources, regulations, and decision environments.

Scalable Ingestion

Handle millions of data points per day

Ontology Driven - nodes representing modular architecture linking ingestion, reasoning, and insights.

Ontology-driven

Consistent semantic backbone

APIs and Integration - exposing insights and decision support via JSON, XML.

API-first Integration

Connect easily with enterprise systems

Explainability - icon showing traceable, trustworthy outputs reducing risk in enterprise decisions.

Explainable AI

Every recommendation is transparent and auditable

Unified Decision Support for Leaders

Download our white paper to see Lymba’s AI-based Decision Support (LADS) transforms data into insights

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