Edge Cases

Solve critical production blockers and accelerate AI product performance with Last Mile Automation from SparkAI.
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Exceptions Solved

Edge cases and low-confidence predictions are the most expensive barriers to growth for AI products. SparkAI combines people and technology to solve live AI exceptions in real-time. We call this Last Mile Automation.


Your AI model encounters an edge case or low-confidence prediction and calls SparkAI


SparkAI systems and people review the event and related data in real-time


A decision and corrected ground truth data are returned in seconds

Your Competitive Edge

SparkAI helps you do more in production, today.
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New Revenue

Launch new products with imperfect AI
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for Less

Bootstrap new models for evaluation

Client Value

Accelerate performance of existing products
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Run with Confidence

Audit & QA model outputs in real-time

A Complete Solution

You define the scenarios, we do everything else to operationalize and support your use case.

Invisible Operations

Hiring, training, and managing a human workforce is exhausting. We handle it all, leaving you with zero operational exposure.

Infinite Scale

Seamlessly ramp up or down with the dynamics or seasonality of your business. Only pay for what you need.

Exceptional Results

Inputs from trained mission specialists and on-the-fly statistical quality checks deliver high-integrity results for the critical path.

One Line of Code

Best of all, SparkAI deploys instantly via REST API. Or use our simple Python SDK.
resolve_with_sparkai(data, program)

Unlimited Use Cases

Robot or algorithm, we help you launch and scale revolutionary automation products faster than ever.

Go Further
with SparkAI

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