Practical Intelligence
Partners

Opportunity library

Where AI can
create leverage.

Explore practical applications across everyday work, customer service, operations, marketing, and reporting. Each one depends on good information, clear rules, and human ownership.

16 applications5 business areas1 principle: accountable output

Filter by business area

16 opportunities

01

Everyday work

Email drafting and follow-up

Turn rough notes into a clear message, adjust tone, and prepare the next response.

What makes it work
Foundation
Relevant notes, recipient context, and the desired outcome.
Human control
A person confirms facts, names, commitments, and tone.
02

Everyday work

Meeting decisions and action items

Transform notes or a transcript into decisions, owners, deadlines, and unresolved questions.

What makes it work
Foundation
A transcript or notes, captured with appropriate consent.
Human control
Participants confirm what was agreed and correct missing context.
03

Everyday work

Document analysis

Summarize long material, compare sections, and surface the questions that deserve attention.

What makes it work
Foundation
The source document and a precise question.
Human control
The team verifies important details against the original.
04

Sales & service

Customer question handling

Respond from approved information and send exceptions or sensitive requests to the right person.

What makes it work
Foundation
Maintained answers, routing rules, and escalation paths.
Human control
The business defines which questions always require a person.
05

Sales & service

Phone intake and routing

Collect contact details and the reason for a call, answer routine questions, and route the next step.

What makes it work
Foundation
A defined call flow, system access, and escalation rules.
Human control
The team reviews calls and remains reachable when needed.
06

Sales & service

Lead follow-up

Capture inquiry details, update the CRM, and prepare the next task or message.

What makes it work
Foundation
Connected systems, consistent fields, and contact rules.
Human control
A person approves messaging and handles complex opportunities.
07

Sales & service

Proposal and quote preparation

Combine project inputs, approved content, and templates into a structured first draft.

What makes it work
Foundation
Current templates, scope content, and commercial rules.
Human control
The team approves scope, pricing, and terms before delivery.
08

Operations

Internal company assistant

Help employees find sourced answers across policies, procedures, and reference material.

What makes it work
Foundation
Reliable documents, permissions, and content ownership.
Human control
Owners maintain the knowledge and resolve unanswered questions.
09

Operations

Document data extraction

Pull defined fields from invoices, forms, reports, or records into a reviewable format.

What makes it work
Foundation
Representative documents and a precise output structure.
Human control
A reviewer checks uncertain or high-impact fields.
10

Operations

Multi-step workflow coordination

Move a request through intake, review, assignment, updates, and completion across existing tools.

What makes it work
Foundation
System access, process rules, owners, and exceptions.
Human control
The operation retains logs and a clear intervention path.
11

Operations

Employee onboarding support

Guide new employees to role-specific procedures, answers, and training material.

What makes it work
Foundation
Current content and an accountable onboarding process.
Human control
Managers verify understanding and maintain the source material.
12

Marketing

Content planning and drafting

Develop channel-specific drafts from one approved idea or source.

What makes it work
Foundation
Audience, brand voice, source material, and objective.
Human control
The team checks claims and edits for relevance and originality.
13

Marketing

Customer feedback analysis

Organize comments by theme and surface recurring questions, friction, or service issues.

What makes it work
Foundation
Feedback the business has permission to analyze.
Human control
Leaders review the underlying examples before acting.
14

Data & reporting

Report interpretation

Summarize changes, explain trends, and prepare a clear narrative around a report.

What makes it work
Foundation
Accurate data, definitions, and reporting context.
Human control
Analysts validate calculations and separate fact from inference.
15

Data & reporting

Large knowledge search

Find relevant, cited passages across a collection of reports, records, or technical documents.

What makes it work
Foundation
A governed document collection and suitable access controls.
Human control
Users check sources and account for missing or dated material.
16

Data & reporting

Company-wide AI workflow

Coordinate knowledge, documents, and connected processes across teams.

What makes it work
Foundation
Executive ownership, defined systems, governance, and a phased plan.
Human control
The business pilots, measures, and expands based on evidence.

How to choose

Look for repetition, friction, and trapped knowledge.

Strong starting points usually have a clear owner, enough examples to work from, and an output a knowledgeable person can evaluate. We help determine whether the opportunity is ready—and what kind of system it actually requires.

Discuss an opportunity

Begin with the business problem

Make your next AI decision with clarity.

Tell us where work slows down, what your team needs, or what you are considering building.

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