Semantica
Semantica is an open-source context graph and decision intelligence engine that provides structured context, causal reasoning, and full decision provenance for AI systems.
At a Glance
- Regulated Industries (Finance, Healthcare, Legal, Government)
- Enterprise AI Teams
AI Tools by Semantica
(1)
Semantica
Python Library for AI Provenance
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Latest News
Semantica releases v0.6.0 with performance improvements and new features
Semantica Founder publishes 'Why Semantica' vision paper
Ausgrid deploys Semantica for regulatory history intelligence
Nereus case study: Turning biodiversity records into auditable blue finance
Products & Services
Open-source MIT-licensed infrastructure for building explainable, traceable knowledge graphs and decision intelligence systems.
A real-time graph canvas and decision browser for visualizing entity resolution and reasoning chains.
A glass-box alternative to black-box models, providing structured context and causal reasoning.
Integration layer for Claude, Cursor, Windsurf, and other AI tools to access structured knowledge.
Market Position
A glass-box alternative to black-box retrieval (RAG), focusing on verifiability and traceability as an accountability layer beneath existing agent frameworks.
Leadership
Founders
Mohd Kaif (Kaif Ahmad)
AI Engineer at NonceBlox, Generative AI Engineer at Lookover.ai, and Natural Language Processing Engineer at M0. Master's Student at Stockholm University with a focus on HealthTech AI.
Executive Team
Mohd Kaif (Kaif Ahmad)
Founder & Core Maintainer
Background in NLP and Generative AI engineering at various tech startups; lead developer of the Semantica open-source project.
Founding Story
Started to close the 'accountability gap' in production AI, where systems lack structured memory, decision trails, and provenance, making them difficult to trust in regulated industries.
Business Model
Revenue Model
Open Core / Service-based: Core engine is open source, while enterprise deployments and bespoke architectural designs are offered as paid services.
Pricing Tiers
MIT licensed, core engine, full auditability, community support.
Custom context graph architecture, provenance pipeline integration, private deployment, and dedicated support.
Target Markets
- Regulated Industries (Finance, Healthcare, Legal, Government)
- Enterprise AI Teams
- Regulatory Intelligence
- Scientific Literature Synthesis
- Environmental Finance
- Healthcare Compliance
- Legal Tech
- BDT & MSD Partners
- Ausgrid
- Siemens
- Nereus