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SparkFire
NewAI-first solutions

AI-first solutions, built to run at scale.

We design, build, and run AI solutions that take on your hardest workflows — from first idea to live and working in production.

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Tokens Processed Daily
Data Transferred Daily
Operational Support
Client Savings

How we help you put AI to work

Strategic knowledge, specialized delivery, and managed services that keep your AI solutions running.

Knowledge

Strategic guidance for the AI era

Decisions grounded in operational reality.

  • Strategic planning grounded in reality
  • Decision support for AI & workflows
  • Business–technical alignment
Book a Free Strategy Call
Technology

Specialized delivery for production workloads

Systems built for real production workloads.

  • High-volume AI processing
  • Data-intensive workflows
  • Performance-focused engineering
Book a Technical Discovery Call
Managed Services

Operational continuity, end to end

Stability, support, and cost efficiency.

  • Infrastructure & monitoring
  • Incident response
  • Continuous cost optimization
Schedule an Infrastructure Review
Recent work

Production systems we keep running

A selection of recent engagements built for operational scale — across legal, financial services, industrial imaging, and publishing.

Media & PublishingCase study

Manuscript Intelligence for Publishers

AI-assisted acquisitions and editorial intelligence system for a major trade publisher — surfacing comp titles, market signals, and editorial flags across hundreds of incoming manuscripts a week.

12×Faster acquisitions screening
200M+Tokens processed daily
8Imprints onboarded
Generative AI · Knowledge Systems · Custom Software
Financial ServicesCase study

Document Processing Automation

Production document extraction and routing system processing high-volume financial paperwork with straight-through automation and human-in-the-loop review for the long tail.

99.2%Extraction accuracy
82%Straight-through processing
4hr → 6minCycle time per file
Document AI · RAG · Managed Services
Industrial / GeospatialCase study

Large-Scale Image Processing Pipeline

High-throughput vision pipeline processing tens of terabytes of imagery daily across distributed inference nodes — with the observability and routing layer to keep p95 latency tight.

40TB+Imagery processed daily
99.97%Pipeline uptime
<200msp95 inference latency
Computer Vision · Infrastructure · Managed Services
Legal TechnologyCase study

Legal Document Analysis Platform

End-to-end AI platform for legal document analysis and summarization — turning hours of manual review into minutes for firms across three jurisdictions.

70%Reduction in review time
10×More documents processed daily
98%Citation accuracy
Generative AI · RAG · Custom Software
View all projects

Built to handle real-world load.

Reliable AI solutions with the support to keep them running around the clock.

200M+ tokens / day

Token throughput

Batched inference and rate-limit-aware routing keep LLM workloads predictable.

40TB+ data / day

Data movement at scale

Streaming pipelines and partitioned storage move terabytes without bottlenecks.

24/7 continuity

Continuity & SLOs

Observability, on-call rotations, and runbook-driven response keep workloads online.

Why teams choose SparkFire

A partner that treats your AI solution as a long-term partnership — not a side project.

Production First

Built for real workloads — throughput, reliability, and total cost.

Dedicated Delivery

Specialized engineers embedded with your team.

End-to-end ownership

Architecture, deployment, and monitoring handled end to end.

Long-Term Partnership

Ongoing support and continuity, long after launch.

What clients say

Partners, not just vendors.

SparkFire felt more like a partner than just a service provider. They truly listened to our needs and delivered results that exceeded our expectations.
JK
Joe KesslerEnterprise Architect · Midland States Bank
Working with SparkFire was a breath of fresh air. Their team's passion and dedication made the entire process not only seamless but enjoyable.
AK
Ashley KnarrManaging Partner · Button Law Firm
SparkFire was one of the best decisions we made for our business. Their creativity and expertise helped us navigate challenges with confidence.
AA
Ashish ArgawalHead of Technology · Kraft Heinz Food Company
FAQs

Frequently asked questions

Ready to put AI to work?

Discuss your workflows, infrastructure, or operational challenges with our team.

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