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Reasoning

Enterprise-Ready AI for Research, Reasoning, Writing, and Conversation

Customize models to your data and workflows for accurate answers, logical reasoning, and high-quality content generation.

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Problem

Generic AI misses domain context

Off-the-shelf models lack your data and workflow nuances, leading to errors, hallucinations, and lost insights.

Data scattered across sources slows discovery

LLMs struggle to unify information from reports, databases, and conversations, blocking automation and slowing decisions.

AI assistants deliver irrelevant or risky outputs

Without fine-tuning to your domain, assistants give inaccurate or untrustworthy responses, undermining productivity and trust.

Fragmented tooling increases costs and risks

Manually stitching models, evaluations, and infrastructure slows launches and complicates compliance.

Solution

Domain-Tuned AI for Reliable Reasoning and Research

Run low-latency models like DeepSeek, Qwen2.5, and Llama 3.3 with domain-specific tuning, evals, and tool use. Deploy flexibly in your VPC, with reserved capacity, or BYOC.

Domain-Tuned Knowledge Models

Train models on your proprietary data for accurate research and reasoning.

Automated Multi-Source Research

Combine and analyze data from reports, databases, and documents to generate faster, actionable insights.

Context-Aware AI Assistants

Build agents that understand your organizational context and workflows to support complex decision-making.

Custom Content Generation

Create chat and written content aligned with your brand voice, style, and standards.

Model Fine-Tuning

Quickly improve model accuracy and relevance by fine-tuning on your data using FireOptimizer.

Enterprise-Grade Inference & Deployment

Run low-latency AI on leading models with secure, flexible deployment and full observability.

Model Library

Recommended Models

Fireworks supports top open models on day one with early access, real-world testing, and infrastructure built for production use. For this use case, we recommend:

DeepSeek

DeepSeek R1 0528 (Large)

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Qwen

Qwen2.5 72B Instruct (Medium)

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Llama

Llama 3.3 70B (Medium)

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Performance & Impact

Accelerate complex research and decision-making with AI tailored to your domain and workflows.

Cut errors and rework with FireOptimizer-tuned, domain-aligned outputs.

Scale to millions of users with sub-2 second latency and 50% higher GPU throughput.

Lower infrastructure costs and risk with secure, fully observable deployment options.

Cresta
Customer Testimonial

Sentient Achieved 50% Higher GPU Throughput with Sub-2s Latency

Sentient waitlisted 1.8M users in 24 hours, delivering sub-2s latency across 15-agent workflows with 50% higher throughput per GPU and zero infra sprawl, all powered by Fireworks.

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Who It's For

Built for Researchers, Product Innovators, and Innovation Leaders

Fireworks helps teams automate research, fine-tune domain-specific models, and scale knowledge AI for faster insights, smarter decisions, and full control.

Developers and Product teams

  • Build smart assistants for domain-specific tasks.
  • Automate research and content generation.
  • Customize voice, tone, and output structure.
  • Iterate quickly with FireOptimizer tooling.

Platform and AI infra teams

  • Fine-tune models to your data and workflows.
  • Launch faster with reduced manual operations.
  • Meet latency SLAs with autoscaling infra.
  • Deploy securely and control inference costs.

Innovation and Business Strategy Leaders

  • Faster insights and decisions with scalable, custom-tuned models for complex research.
  • Boost productivity by embedding AI that understands your domain and workflows.
  • Turn knowledge into action faster and smarter at scale.
  • Cut costs and risks with secure, flexible infrastructure for global innovation.