Scale reliable AI systems at a cost you control.

Optimize the models, context and workflows behind your AI agents with Haystack Enterprise Platform. Reduce unnecessary token usage, gain visibility into costs, and maintain the performance your applications need.

The hidden costs of running AI agents

A single request can trigger multiple model calls, unnecessary retrieval and repeated processing. Multiply that across thousands of users and AI costs quickly become difficult to predict or control.

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The good news? Much of this can be optimized through how your AI systems are built.

person1 user requestarrow_downward
psychologyPlanModel call
searchRetrieve 20 docsMost not needed
smart_toyAnswerModel call
buildTool callModel call
ruleSelf-checkModel call
replayRetryRepeated processing
closegroupsThousands of users, every day
How Haystack helps

More control over your AI. Less wasted spend.

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Use the right model for every task

Route simpler requests to more cost-efficient models. Save powerful, expensive models for the work that actually needs them.

Classify a ticketarrow_forwardEfficient model
Summarise a documentarrow_forwardEfficient model
Multi-step legal analysisarrow_forwardFrontier model
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Stop paying for unnecessary tokens

Give agents only the context they need, using Haystack's retrieval, ranking and filtering capabilities to cut out irrelevant information.

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Only relevant context reaches the model
monitoring

Know where your AI budget goes

Track costs across models, agents and services. Use detailed traces to understand which steps are driving consumption and where to improve efficiency.

Models
Agents
Services
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Stay flexible as costs change

Switch between models and providers without rebuilding your AI applications. Take advantage of better-performing or lower-cost alternatives as they emerge.

smart_toyYour agentcheck_circleNo rebuild
OpenAIAnthropiccheckMistralOpen-weight

See what's driving your AI costs. Then improve it.

Haystack Enterprise Platform brings together the tools to build, deploy and monitor AI agents, so teams can understand their costs and improve how their systems run.

Haystack Enterprise Platform
1Cost Reporting
Total spend
Cost per run
Runs
2Trace · contract-review run
Retriever
Ranker
LLM call ×4
Tool call
3Opportunity
tips_and_updatesRepeated LLM calls drive most of this run's cost. Try a capped loop or a smaller model for this step.
1See spend across your agents and models
2Investigate costly or inefficient runs
3Identify opportunities to optimize performance and spend
The Haystack difference

Open by design. Sovereign by choice.

Built on open-source Haystack, Haystack Enterprise Platform gives you control over your models, data, tools and infrastructure, and the freedom to change them as your needs evolve.

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Open foundation

Transparent, extensible orchestration built on open source.

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Your deployment

Run in public cloud, sovereign cloud, or your own infrastructure, including air-gapped environments.

balance

Your economics

Choose models and providers that deliver the best balance of cost and quality, without vendor lock-in.

Make AI systems work for your business at a cost you control

See how Haystack Enterprise Platform can help your team build more cost-efficient AI agents without compromising quality.

Talk to our team

Tell us about your AI agents and we'll show you how Haystack Enterprise Platform can help you control costs without compromising quality.