Practice 04 / 06

Applied AI

Automation that can be trusted.

Applied AI grounded in your operations — evaluated, bounded, and measured against the work it is meant to change.

iResolved LLCPractice 04 of 06

01 / Capabilities

What the work includes.

01

Use-case evaluation

An honest test of where a model helps, where it adds risk, and where a rule is enough.

02

Retrieval systems

Search and grounding over your documents with citations a reviewer can follow.

03

Agent workflows

Bounded automation with clear permissions, checkpoints, and a human escape hatch.

04

Evaluation

A test set, a scoring method, and a release gate that survives a model change.

05

Guardrails

Input, output, and access controls that match the sensitivity of the work.

06

Integration

A path from prototype to the systems where the work already happens.

02 / Outputs

What you leave with.

01An evaluated use case
02A bounded working prototype
03A release and monitoring plan

Every AI engagement starts with a baseline: how the work is done now, what a good outcome looks like, and what error is tolerable. If the evidence does not support the use case, we say so before anyone builds a product around it.

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