Your Always-On, Expert Colleague
Queries your structured and unstructured data, documents, and data feeds to provide fast, reliable answers — with full auditability and complete citations.
Use AI Smarter
Turn AI spending from a recurring operational expense into an ever-deepening well of corporate knowledge and insight.
Your AI Solution
Symbologic's lead product is Symbologic Librarian. You can deploy fast (often in a few days), on premises or in your virtual private cloud. Your data never leaves your control. Librarian provides:
- A way for frontier models to come to your data. Prompts and context are assembled on-premises or in your VPC — nothing lands in a model vendor’s cloud or training pipeline.
- Confidence that Large Language Models will reason only over the data that each user is authorized to see — LLMs should never have a privilege-escalation path across silos.
- An authorized frontier AI channel that ends shadow AI. File-level DRM persists on LLM-generated output wherever it travels.
- Model-agnostic routing across Claude, ChatGPT, and Gemini. Switch freely if a vendor changes terms.
- Assurance that every prompt, model response, source, and work product is captured in Corporate Memory — giving you a defensible answer to “who asked what of which model.”
- Citation-grounded generation of answers. Each answer traces to source documents, turning probabilistic output into a verifiable, reviewable artifact.
Symbologic Librarian helps you get real value from the AI tools you use - quickly, securely, and cost-effectively, while maintaining tight control over data use and access.
Proven in Practice
"We want to harness the promise of AI to better serve our customers by enabling them to quickly digest our market insights. Our partnership with Symbologic delivers on that commitment, with a secure, fully governed conversational interface, grounded in our own research documents for accuracy and thorough citations for easy reference."
Knud Lueth — CEO, IoT Analytics
IoT Analytics is the leading global provider of market insights and strategic business intelligence for IoT, AI, Cloud, Edge and Industry 4.0 to 1,000+ clients.
Your Always-On, Expert Colleague
- Queries your corporate structured and unstructured data, documents, data feeds
- Provides fast, reliable answers
- Full auditability
- Complete citations
Unlocks the value of your data, anywhere in the enterprise: transform isolated silos of data into your strategic business advantage, and drive faster, decisions grounded in your trusted data.
Secure Deployment on Your Infrastructure
Complete Data Sovereignty Your data remains entirely within your on-premises architecture or your virtual private cloud (VPC).
Frictionless Architecture Integration Deploys directly into your current environment without disrupting existing systems.
Accurate Responses, Grounded in Your Own Data, Cited to Its Source
Symbologic's intent router drives accurate, responses that are grounded in your own data by:
Directing qualitative questions to advanced language models that query your trusted structured and unstructured data and document sources
Routing quantitative queries to deterministic computing engines, eliminating conversation guesswork to generate analytically precise, calculated answers
Securely scale your institutional knowledge base: your Corporate Memory enables you to capture verified AI responses for ongoing reference and reuse, with fully auditable tracking maintaining a complete referenceable ledger of time-tracked activity.
Rapid Time to Value
- Always Up to Date — Symbologic deploys in days to drive immediate value
- Our software helps you control runaway LLM token costs, improving spend predictability
- Our solutions allow you to provide your team members with managed access to the latest frontier and open source models for cutting edge features and reliability
Your AI, Your Way — brand Symbologic as your enterprise AI solution: your logo, your colors, your design.
Librarian
Deploys in Days, on Premises or in Your Virtual Private Cloud — Your Data Never Leaves Your Control.
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Secure Deployment on Your Infrastructure
Complete data sovereignty: your data stays entirely within your on-premises architecture or virtual private cloud, and it deploys into your current environment without disrupting existing systems.
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Accurate Responses that are Grounded in Your Own Data and Cited to Its Source
The intent router directs qualitative questions to advanced language models over your trusted sources, and routes quantitative queries to deterministic computing engines for analytically precise answers.
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Rapid Time to Value
Deploys in days, helps control runaway LLM token costs for predictable spend, and incorporates the latest frontier and open-source models.