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Service 03 · AI Systems & Workflows

AI connected to a specific task, with a way to assess it.

We design AI applications and agent workflows around the information, tools, and decisions they need to handle. Evaluation, human review, and integration boundaries are considered from the start.

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The problem

  • Repetitive work spread across tools and documents
  • AI prototypes with unclear success criteria
  • A need to connect models to existing business systems

What we deliver

  • LLM application and workflow design
  • Retrieval over business knowledge
  • Tool integrations and agent orchestration
  • Task-specific evaluation and review steps
  • Cost, latency, and failure-mode analysis

Evaluated

Against task-specific criteria

Reviewable

Human checkpoints where they matter

Deliverables

  • ◆ Working AI integration
  • ◆ Evaluation criteria
  • ◆ Human review workflow
  • ◆ Technical documentation

Typical stack

LLM APIsPythonTypeScriptMCPRetrieval systems

Related capabilities

Data Engineering & Automation

A reliable path from source data to usable information.

Statistical Modeling & Forecasting

Models that make assumptions and trade-offs explicit.

Custom Software & Integrations

Software built around the way your team works.

Start a conversation

Let’s scope your ai systems & workflows work.

Tell us about the data, the decision, or the workflow you want to improve. We’ll start there.

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