CiterLabs.

ILLUSTRATIVE SCOPES

See the shape
of useful work.

These examples show how an engagement could be scoped. They are not client work, case studies, or claims of delivered results.

01 / AI automation

An enquiry-to-CRM workflow

Illustrative example

The problem

A business handles enquiries across several tools.

A possible approach

Capture the request, prepare a draft response, flag missing details, and require approval before sending.

Deliverables to agree

Workflow map, tool connections, review queue, exception handling, and operating notes.

02 / Software development

A searchable internal knowledge tool

Illustrative example

The problem

People need answers from a defined set of internal documents.

A possible approach

Build search with source references, permission checks, and a way to report incorrect answers.

Deliverables to agree

Focused web app, approved document connection, evaluation cases, and deployment documentation.

03 / AI content creation

A product explainer content kit

Illustrative example

The problem

A product needs a clear explanation across channels.

A possible approach

Turn an approved brief into a script, visual direction, and channel-ready assets with editorial review.

Deliverables to agree

Messaging outline, agreed creative assets, and an approval checklist.

04 / AI model fine-tuning

A classification feasibility study

Illustrative example

The problem

A repetitive categorization task needs more consistent outputs.

A possible approach

Check data rights and quality, compare a prompting baseline, then evaluate a training experiment only if justified.

Deliverables to agree

Readiness report, baseline results, experiment plan, and a measured recommendation.

05 / AI B2B corporate training

A role-based AI workshop

Illustrative example

The problem

A business team needs to apply AI responsibly to everyday tasks.

A possible approach

Define role-specific exercises, practice on approved examples, and evaluate outputs against a rubric.

Deliverables to agree

Tailored workshop agenda, exercise pack, reference material, and follow-through plan.

START A CONVERSATION

Turn a business problem
into a clear project.

Bring a task, a bottleneck, or a product idea. The first step is a clear scope.

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