Sold by: Pinecone
Pinecone Nexus is a knowledge engine for agentic AI. It moves reasoning from retrieval time to knowledge-compilation time, turning your proprietary data into trusted, governed, task-ready knowledge that agents can query directly. Instead of dumping raw chunks into every inference call, Nexus compiles specialized contexts your agents can complete tasks against, delivering higher task completion, faster time-to-completion, per-field citations, and up to 90% less token spend. Runs on the Pinecone database that already powers 800,000+ developers.
Overview
Pinecone Nexus: the knowledge engine for agentic AI, deployable in your AWS account
Agents now consume knowledge infrastructure faster than humans ever did, and traditional retrieval systems weren't built for them. An agent burns roughly 85% of its effort in brute-force retrieval loops, with task completion stalling at 50-60%, unpredictable latency, ungovernable outputs, and runaway token costs. Pinecone Nexus fixes this at the architectural level, and runs natively on AWS.
Two core components:
Context compiler - Give it source data and a task spec, and it compiles raw data into task-optimized contexts. It's iterative: it experiments with representations, evaluates them against the task, and converges on the precise structure the agent needs. Work that used to run at inference time happens once at compile time and improves every iteration.
Composable retriever - Serves responses precisely for how each agent consumes knowledge: low-latency, grounded, composable across sources, with typed fields, per-field citations and confidence levels, and output shaped exactly as the agent specified.
KnowQL, the declarative query language for agents. Six core primitives spanning intent, filter, provenance, output shape, confidence, and budget, returning structured, grounded knowledge composable across heterogeneous sources through a single interface.
Measured impact. Task completion above 90%, up to 30x faster time-to-completion, answers that are cited, scored, and auditable, and up to 90% reduction in token spend.
Built on the Pinecone foundation. Nexus runs on the Pinecone database used by more than 800,000 developers and 9,000 customers.
Nexus is built for teams deploying agents over complex proprietary knowledge in financial services, healthcare, legal, enterprise SaaS, and beyond.
Highlights
- A knowledge engine, not a retrieval system. Nexus moves reasoning from retrieval time to compilation time, delivering task completion above 90% and up to 90% less token spend.
- Runs in your own AWS account (BYOC). The data plane deploys inside your VPC while Pinecone manages the control plane, so your data never leaves your AWS environment.
- Governed, grounded, agent-ready. Per-field citations with confidence scores, RBAC-scoped context, versioned artifacts, and full source traceability, queryable through KnowQL.
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Pricing
Pricing is based on the duration and terms of your contract with the vendor, and additional usage. You pay upfront or in installments according to your contract terms with the vendor. This entitles you to a specified quantity of use for the contract duration. Usage-based pricing is in effect for overages or additional usage not covered in the contract. These charges are applied on top of the contract price. If you choose not to renew or replace your contract before the contract end date, access to your entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Cost/12 months | Overage cost |
|---|---|---|
Pinecone Billing Unit | $100,000.00 |
Vendor refund policy
Please contact us at support@pinecone.io
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Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
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Support
Vendor support
A Pinecone Enterprise plan is required for Nexus BYOC deployments. Technical support is included with all Pinecone Enterprise plans. For more information regarding support SLAs, please see each plan's details on the Pinecone pricing page.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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