How to Use Claude Sonnet 5.5 in Any Business

Claude Sonnet 5.5 is Anthropic’s fast, cost-efficient model for daily business work: coding, agents, analysis, documents, slides, spreadsheets, and design.

It shines when a task is clearly defined, repeatable, and needs high-quality output fast.

• Output that is 30%+ faster than Sonnet 5
• Up to 30% lower cost per task than Sonnet 5, in Anthropic’s testing
• Strong results on knowledge work
• Strong coding and debugging
• Better execution of long-horizon tasks
• Better creation of documents, presentations, and spreadsheets
• Strong visual and UI design skills
• Better execution of well-defined agent workflows
• Adjustable effort levels to balance quality, speed, and cost
• Access through Claude, Claude Platform, AWS, Google Cloud, and Microsoft Foundry
• API pricing at $2 per 1M input tokens and $10 per 1M output tokens

Put Claude to work across six layers:

1. Think

Research, analyze, brainstorm, compare, summarize, and make sense of what you have.

2. Create

Draft emails, reports, proposals, presentations, documentation, marketing assets, and code.

3. Review

Check documents, contracts, campaigns, data, code, processes, and customer feedback for gaps.

4. Decide

Turn information into options, trade-offs, scenarios, priorities, and clear next steps.

5. Execute

Connect Claude to your tools and let it carry out clearly defined tasks.

6. Automate

Turn repeatable workflows into AI-assisted or agentic systems you can rely on.

Use Claude to:

• Research customers and competitors
• Create customer personas
• Generate campaign ideas
• Build content calendars
• Write landing-page copy
• Draft ad concepts
• Repurpose long-form content
• Analyze campaign results
• Summarize customer feedback
• Create SEO content briefs
• Generate social media posts
• Build marketing reports
• Build presentations and campaign documents

Act as a senior B2B marketing strategist. Review this product, target customer, competitor set, positioning, and customer feedback. Find our five strongest growth opportunities. For each one, cover the customer problem, campaign idea, channel, messaging angle, expected business impact, risks, and first three actions.

Use Claude to:

• Research prospects
• Summarize accounts
• Prepare for sales calls
• Personalize outreach
• Draft follow-ups
• Analyze call transcripts
• Identify objections
• Create proposals
• Build sales playbooks
• Generate discovery questions
• Summarize CRM information
• Prioritize opportunities

Review this prospect information and write a sales brief with their business model, likely priorities, relevant pain points, buying triggers, possible objections, five discovery questions, and one personalized outreach message.

Use Claude to:

• Draft support responses
• Classify incoming requests
• Summarize long conversations
• Detect customer intent
• Suggest troubleshooting steps
• Flag escalation cases
• Create help-center content
• Turn solved tickets into help documentation
• Analyze recurring complaints
• Extract product feedback

Keep a human in charge of sensitive, ambiguous, high-impact, financial, legal, safety-related, or unusual cases.

Use Claude to:

• Create SOPs
• Document workflows
• Summarize meetings
• Extract action items
• Find operational bottlenecks
• Create checklists
• Standardize recurring processes
• Review internal documentation
• Draft project plans
• Prepare status reports
• Turn messy, unstructured information into structured workflows

Walk through this workflow from start to finish. Flag unnecessary steps, duplicated work, delays, manual tasks, failure points, and automation opportunities. Then redesign it as a simpler SOP with clear owners and quality checks.

Use Claude to help with:

• Financial report summaries
• Budget analysis
• Variance explanations
• Invoice organization
• Expense categorization workflows
• Financial document extraction
• Scenario analysis
• Management reporting
• Spreadsheet creation
• Monthly reporting workflows

Let Claude support financial professionals, never replace required professional judgment, verification, approvals, or financial controls.

Use Claude to:

• Draft job descriptions
• Create interview questions
• Summarize candidate information
• Create onboarding plans
• Draft internal policies
• Build training materials
• Analyze employee surveys
• Create performance-review templates
• Organize internal knowledge
• Answer routine policy questions using only approved documentation

Never let AI make consequential employment decisions without proper human oversight.

Use Claude to:

• Analyze user feedback
• Cluster feature requests
• Draft PRDs
• Create user stories
• Analyze competitors
• Generate product hypotheses
• Design experiments
• Prioritize problems
• Summarize research interviews
• Create release documentation
• Turn meeting notes into clear action items

Review these customer interviews and group recurring problems by theme. For each theme, show frequency, severity, affected customer type, evidence, the possible product opportunity, assumptions that need validation, and the next experiment to run.

Sonnet 5.5 is especially strong at coding and well-scoped engineering work. Use it to:

• Understand unfamiliar codebases
• Build features
• Fix bugs
• Review code
• Write tests
• Refactor code
• Explain technical systems
• Create documentation
• Review data flows
• Prototype applications
• Build internal tools
• Investigate errors
• Automate the repetitive parts of development work

Use Claude to:

• Improve UI concepts
• Create interface specifications
• Generate frontend code
• Review UX flows
• Create user-flow diagrams
• Improve visual hierarchy
• Build presentation layouts
• Follow existing design templates
• Generate design documentation
• Critique each interface against the defined requirements

Use Claude to:

• Process large amounts of information
• Compare competitors
• Research markets
• Analyze industry reports
• Extract insights from documents
• Identify patterns
• Generate hypotheses
• Build strategic options
• Perform scenario analysis
• Create executive summaries

Give Claude:

• Source materials
• Audience
• Objective
• Slide count
• Brand guidelines
• Existing template
• Required structure

Then ask for a polished presentation, not just an outline.

Use Claude to:

• Structure raw information
• Create analytical models
• Explain spreadsheet data
• Build formulas
• Find inconsistencies
• Create reports
• Analyze trends
• Generate summaries
• Organize operational information

The bigger win is moving from “Claude, tell me what to do” to “Claude, complete this clearly defined workflow.”

An agentic workflow can:

• Gather information
• Analyze it
• Use connected tools
• Make intermediate decisions
• Produce an output
• Check its own work
• Ask for approval when required

Define for every agent:

Goal

What outcome must it achieve?

Context

What information does it need to work?

Tools

Which systems may it access?

Process

Which steps should it follow?

Rules

What must it always do, and never do?

Output

What exactly should it deliver?

Quality check

How should it check its own work?

Escalation

When does a human take over?

Approval

Which actions need confirmation first?

Role

“Act as a senior growth strategist.”

Objective

“Build a 90-day customer acquisition strategy.”

Context

“We sell B2B accounting software to companies of 20 to 200 employees.”

Input

“Use the attached customer interviews, CRM export, campaign results, and competitor research as your sources.”

Task

“Identify the acquisition opportunities with the highest potential.”

Constraints

“Budget is $20,000 per month. Favor measurable channels. Never invent missing data.”

Output

“Give priorities, reasoning, actions, KPIs, risks, experiments, and a 90-day execution plan.”

Quality control

“Test every recommendation against the supplied evidence. Label all assumptions and missing information clearly.”

Give Claude:

• A clear goal
• Relevant context
• Real business data
• Constraints
• Examples
• Desired output
• Success criteria
• Permission boundaries
• Quality requirements

For complex prompts, separate sections or XML-style tags help Claude tell instructions, context, examples, and data apart.

To get consistent output in your company’s style, show Claude real examples. Give it your:

• Best sales email
• Best report
• Best article
• Best proposal
• Best presentation
• Best customer response

Then name exactly which qualities it should copy.

Higher effort can lift quality on hard tasks, but it usually costs more time and compute.

Keep useful business context in one place:

• Brand guidelines
• Product documentation
• Customer personas
• SOPs
• Policies
• Pricing
• Sales playbooks
• FAQs
• Research
• Templates
• Examples
• Historical reports

Claude gets far more useful when it works from accurate, company-specific context instead of generic prompts.

If your team keeps repeating input, prompt, copy, edit, paste, and send, you likely have an automation opportunity.

Standardize:

• Trigger
• Input
• Instructions
• Tools
• Processing
• Validation
• Output
• Approval
• Action
• Logging

Depending on your Claude product, deployment, permissions, and integrations, Claude can work with your connected business systems.

The aim is to move past isolated AI chats toward workflows where Claude pulls relevant context and takes permitted actions.

Anthropic’s small-business offering, for example, supports workflows with tools such as Google Workspace, Microsoft 365, HubSpot, QuickBooks, PayPal, Canva, and DocuSign.

Run autonomous execution only on low-risk, reversible tasks. Require approval before:

• Sending important external communications
• Publishing content
• Making payments
• Changing critical data
• Making consequential HR decisions
• Executing significant financial actions
• Making legal commitments
• Deleting important information
• Performing irreversible actions

Level 1: Assist

Your team uses Claude for research, writing, brainstorming, summarizing, and analysis.

Level 2: Standardize

Create reusable prompts, templates, projects, knowledge bases, and SOPs.

Level 3: Integrate

Connect Claude to company data, applications, APIs, and internal systems.

Level 4: Automate

Create agents that run repeatable workflows with defined permissions, validation, logging, and human approval.

• Meeting notes into tasks
• Customer feedback into clear product insights
• New leads into personalized sales research
• Campaign data into ready marketing reports
• Support tickets into draft replies
• Raw data into short executive summaries
• Research into presentations
• Requirements into project plans
• Bugs into investigated fixes
• Repetitive processes into written SOPs

• Do not trust outputs blindly
• Do not rely on vague prompts for important work
• Do not share unnecessary confidential information
• Do not automate a broken process
• Do not hand agents unlimited permissions
• Do not take humans out of high-impact decisions
• Do not treat generated facts as verified by default
• Do not judge success by how many employees use AI
• Do not deploy any workflow before you test it

Track:

• Hours saved
• Cost per task
• Completion time
• Output quality
• Error rate
• Human correction rate
• Automation rate
• Revenue generated
• Conversion improvement
• Customer response time
• Customer satisfaction
• Employee productivity

Then check whether Claude can:

• Understand it
• Analyze it
• Create it
• Review it
• Execute it
• Automate it