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Do you trust AI to answer business-critical questions or take actions on your data?
Most leaders said no. PromptQL was built to change that
The path to 100% reliable AI starts here
Current approaches to grounding AI with enterprise data fall short – failing to meet the accuracy, reliability, and trust needed for mission-critical use. PromptQL is a data agent built to close that reliability gap.
Accurate and deterministic
Generative AI is inherently probabilistic – great for creativity, but unreliable for business-critical workflows. PromptQL brings precision and predictability by decoupling query planning from execution, enabling deterministic AI operations.
PromptQL DSL
PromptQL uses LLMs to generate multi-step query plans in a DSL that runs deterministically outside the LLM. The DSL supports data retrieval, computation, and semantic tasks—enabling orchestration of complex workflows with precision.
Structured memory
PromptQL uses structured memory artifacts to manage large-scale data outside the LLM context. This avoids hallucinations, context loss, and repeatability issues that plague alternative approaches that try to cram everything into a single context.
Complete transparency and control
In business, answers are rarely black and white. Trust is earned when you can see the reasoning behind the answer, assess the confidence, and steer the process. PromptQL puts you in control with three powerful features:
Query Plan
See the detailed plan behind every answer, from plain natural language to the exact PromptQL DSL driving the data retrieval, reasoning and computation.
Edit Query Plan
Edit the AI’s brain by adjusting the query plan in real time, incorporating your expertise and knowledge to make the AI work for you.
Query Plan
See the detailed plan behind every answer, from plain natural language to the exact PromptQL DSL driving the data retrieval, reasoning and computation.
Edit Query Plan
Agentic Semantic Graph
At the core of PromptQL’s reliability is its semantic supergraph – a universal schema that maps data location, meaning, and relationships across systems. This enables LLMs to create accurate multi-step query plans with human-like reasoning, even for complex or subjective tasks.
Connectors
Seamlessly integrate structured and unstructured data – databases, APIs, SaaS apps, and web sources – via out-of-the-box connectors.
Bootstrapping
PromptQL introspects your schema, docs, and code to autonomously build the semantic layer, eliminating manual setup.
Self-improving
With each use, PromptQL refines its semantic layer – learning team-specific language, surfacing hidden insights, and improving alignment with business goals.
Works on all your data
For every form factor
Whether you're building assistants, copilots, or full-blown autonomous agents, PromptQL lets you deliver reliable AI on your data – across every form factor.
PromptQL Playground
An out-of-the-box assistant built for high reliability human-AI-data interactions.
PromptQL Agent API
Robust, developer-friendly tooling to embed PromptQL into your own AI agents, copilots, and assistants.
PromptQL Program API
Capture your logic in reusable PromptQL programs and trigger them via automations, buttons, or generative APIs with 100% repeatability.
Enterprise Ready
Federated Engine
Query data where it lives – no ETL or costly ops to centralize. PromptQL’s DSL pushes down logic directly to your sources.
Authorization
Secure access with granular, role-based controls – field-level, declarative, and easily integrated with your existing authentication systems.
Compliance
Built for regulated industries with SOC 2 Type II, HIPAA, GDPR, and ISO 27001:2013 certifications.
Flexible Deployment
Run PromptQL fully managed on our cloud, in your VPC, or self-hosted – your infrastructure, your choice.
BYO LLM
Plug in any LLM – API, cloud-hosted, or open-source – without vendor lock-in. Total freedom to match your needs and budget.
Ready to create true transformation with AI?
