AI Development - Custom LLM Applications and Automation | Detroit Computing

AI Development

Automate decisions.
Measure the impact.

We build production AI systems using large language models — document processing, conversational interfaces, and intelligent automation that integrates with your existing workflows and delivers measurable ROI.

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Capabilities

Every engagement starts with a real business problem

Healthcare

Clinical documentation

Transform physician-patient conversations into structured clinical notes in real-time. Extract ICD-10 codes, medication lists, and treatment plans while maintaining HIPAA compliance.

Legal

Document analysis

Review contracts, identify non-standard clauses, flag risks, and extract key terms across thousands of documents. Hours of review reduced to minutes.

Insurance

Claims processing

Classify claims, extract policy information, identify fraud patterns, and route to appropriate adjusters. 10x faster processing with consistent decision logic.

Support

Customer support automation

AI assistants that understand your product documentation, historical tickets, and company policies. Resolve tier-1 issues automatically, escalate complex cases with full context.

Manufacturing

Quality control intelligence

Analyze inspection reports, defect images, and sensor data to classify quality issues and recommend root causes. Predict defects before they occur.

Finance

Document intelligence

Extract data from invoices, receipts, purchase orders, and financial statements. Reconcile transactions, flag anomalies, and maintain audit trails.

Process

Economics, error rates, and integration

Not hype. Here's how we approach every AI project.

01

Validate unit economics first

Calculate per-query costs at expected volume. Compare against manual process costs. If the economics don't work, we tell you before building anything.

02

Design for error tolerance

Validation layers between AI steps prevent error compounding. Human-in-the-loop workflows for high-stakes decisions.

03

Integrate with existing systems

Connect AI capabilities into your current workflows, databases, and tools. Augment working systems — don't replace them.

04

Monitor and iterate in production

Logging, evaluation frameworks, and performance tracking to improve models based on real-world usage over time.

Let's talk about your project

Whether you have a clear vision or just a problem that needs solving, we'd love to hear about it.

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