Sold by: HERE Technologies
Deployed on AWS
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Give your AI agents real-world location context to enable reliable location decisions, grounded in HERE's enterprise-grade map data, live traffic, and road intelligence - at lower cost, even under complex, multi-constraint conditions.
Available via Model Context Protocol (MCP), HERE Location Reasoning is a model-agnostic spatial execution layer for your AI so any MCP-compatible agent can reason about the real world with consistent results, lower token usage, and reduced latency and API costs. Built for developers and enterprise teams building production-ready, location-aware AI agents.
Overview
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HERE Location Reasoning Overview
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Constraint Aware Routing
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Complex Trip Planning
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Reachability Over Distance
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Performance that matters
HERE Location Reasoning is a deterministic spatial execution layer that connects your AI stack to HERE's trusted geospatial intelligence, enabling reliable decision-making. The LLM interprets user intent, while HERE Location Reasoning computes the underlying location logic such as routes, constraints, spatial relationships, and real-world feasibility.
Unlike traditional SaaS or REST-based mapping APIs, HERE Location Reasoning is purpose-built for agentic consumption - designed to be called autonomously by AI systems at runtime, returning answers faster while reducing token usage and unnecessary API calls, optimizing the cost of running location-based AI.
Subscribe to HLR directly on AWS Marketplace to start your one-month free trial. Convert to the paid plan when you're ready to continue with pay-as-you-go subscription. Complete a one-time HERE Platform onboarding, and connect your agents to the MCP endpoint to start building.
HLR exposes tools covering the core building blocks of spatial reasoning: Geocoding, Routing, Search and Discovery, Traffic, Isolines, Map Rendering, and Tool Discovery - solving complex spatial problems deterministically, something LLMs can't reliably do on their own. Activate agentic use-cases that require reachability over distance, multi-stop planning, constraint-aware routing, road-context, map attributes that define real-world access, live traffic and re-routing, and spatial verification for compliance and audit workflows.
Subscribe to HLR on AWS Marketplace to start your one-month free trial or contact AWSHLRSales@here.com for requesting a customized private offer.
Highlights
- Build reliable AI: HERE Location Reasoning grounds your AI in authoritative map data and performs reliable spatial computation delivering accurate, deterministic, explainable outputs for real-world location tasks
- Lower AI operational costs: HERE Location Reasoning governs how and when services are used at runtime, reducing latency, token usage, and API call costs for location-based queries, enabling enterprise-grade use cases
- Trusted, premium data: Access location intelligence from the world's number one location platform, built on 40 years of map data leadership. Unlock enterprise-grade agentic use cases with premium, non-public content
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Pricing
Free trial
Try this product free according to the free trial terms set by the vendor.
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/unit |
|---|---|---|
HLR Basic | Flat pricing for each tool calls for all listed services in HERE Location Reasoning. | $0.006 |
Dimensions summary
HERE Location Reasoning uses a single usage-based dimension, HLR Basic (Units). You pay a flat rate for each tool call across every location service in the product. There are no tiers or instance sizes to choose from. Pricing scales directly with how many tool calls your AI agents make. A tool call runs a location task such as geocoding, routing, traffic lookups, place search, or map rendering through the product. The more tool calls you use, the more you pay, since billing is tied to that single metered unit.
Top-of-mind questions for buyers
A tool call runs one location task through the product, such as geocoding an address, calculating a route, checking traffic, searching for places, or rendering a map. Each task your AI agent requests counts as a tool call. A multi-step workflow runs several location tasks, so each step counts separately.
No. The product breaks a complex query into separate location-service steps. For example, finding charging stations along a route may geocode the origin and destination, calculate the route, then search the corridor. Each step runs as its own tool call, so your cost reflects every step performed.
Cost scales directly with tool call volume under the flat per-call rate. There are no tiers or included amounts, so each tool call adds the same charge. More agent activity means more tool calls and a higher bill. Lower activity reduces the bill proportionally.
docs.here.com
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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.
Resources
Vendor resources
Support
Vendor support
Every HERE Location Reasoning subscription includes access to product documentation, tutorials, and knowledge base resources https://docs.here.com/location-reasoning/docs/hlroverview
For technical support, connect with us on our slack community via here.com/developer and join here-location-reasoning channel.
For enterprise support needs, including faster response-time SLAs, a designated technical contact, or onboarding services, additional HERE Support Plans are available at https://www.here.com/get-started/pricing/support-plans .
For sales, licensing, or enterprise support questions, contact HERE at https://www.here.com/contact or connect through HERE sales email AWSHLRSales@here.com
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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