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“Copilot Wars” in Others Begin | 매거진에 참여하세요

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publish_date : 25.08.17

“Copilot Wars” in Others Begin

#Solutions #AI #BeyondCodi #HR #Accountant #Lawyers #Automation

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The New “Copilot Wars” in Accounting, Law, and HR From GitHub Copilot to Every Profession

The word “Copilot” originally came from GitHub Copilot, an AI tool designed to assist developers. But in 2025, it’s no longer just about coding.

Microsoft has rolled out Copilot across Office. Google has embedded AI into Workspace.

OpenAI has launched ChatGPT Enterprise.

Now, the fiercest battleground is shifting to white-collar domains once thought untouchable: accounting, law, and HR.

Accounting: Navigating the Sea of Numbers

Accounting is rules-driven and repetitive, making it fertile ground for AI adoption.

  • - Automated Financial Statements: AI drafts quarterly reports by analyzing ERP and banking data.

  • - Tax Filing Support: AI scans regulatory documents to flag missing or erroneous tax entries.

  • - Audit Assistance: AI samples transactions and spots anomalies early.

Real-world examples:

  • PwC integrated ChatGPT Enterprise into audit workflows, boosting document drafting speed by 30–40%.

  • Intuit launched TurboTax Copilot, automating tax prep for small businesses.

Law: The Lawyer’s Digital Co-Counsel

Law is text-heavy, built on contracts, statutes, and precedent. AI thrives here by summarizing, analyzing, and recommending.

  • - Contract Review: Copilots highlight risky clauses and suggest safer alternatives.

  • - Research Automation: Thousands of cases distilled into a concise, searchable knowledge base.

  • - Litigation Strategy: Predictive models estimate likelihood of success based on past rulings.

Real-world examples:

  • Harvey, an OpenAI-based startup, is already used by hundreds of law firms.

  • UK law firm Allen & Overy reported a 50% boost in research efficiency after adopting Harvey.

  • Some U.S. courts now require that any AI-drafted documents be reviewed and signed off by a lawyer , regulations are evolving as fast as the tools.

HR: From Hiring to People Management

HR may be people-centric, but its processes are data- and document-heavy.

  • - Recruitment: AI screens resumes to surface the most relevant candidates.

  • - Interviews: Digital-human interviewers are already in pilot use in Japan and China.

  • - Performance Management: AI analyzes employee data and generates tailored feedback reports.

Real-world examples:

  • SAP SuccessFactors introduced an HR Copilot for job post creation and resume screening.

  • Workday uses AI to recommend candidates and even suggest internal mobility opportunities.

The Landscape of the Copilot Wars

  • Microsoft: A horizontal strategy : Office + Dynamics + Copilot, covering end-to-end business operations.

  • Google: Workspace AI leverages its strength in search and knowledge management, expanding into HR and legal.

  • OpenAI: ChatGPT Enterprise and APIs enable companies to build their own custom copilots.

  • Startups: Harvey (law), Ramp (finance), Glean (HR) , each taking a vertical Copilot approach.

The result? A two-front war: Big Tech pushing horizontal platforms, startups pushing vertical specialization.

The Unresolved Challenges

  • Liability: If a Copilot suggests a flawed contract clause, who is responsible , the lawyer, the firm, or the AI vendor?

  • Bias: AI hiring filters risk reinforcing gender or racial bias.

  • Regulation: Governments still haven’t defined how far “AI-assisted documents” are legally valid.

  • Trust: Every AI suggestion still needs human verification at least for now.

Copilots Will Be Everywhere

Copilots are no longer a developer’s tool; they are becoming a professional necessity.

  • Accountants delegate number crunching to AI and focus on financial strategy.

  • Lawyers offload case research to AI and concentrate on persuasion.

  • HR teams automate admin workflows and refocus on people management.

In short: AI handles repetition and rules, humans handle judgment and influence.

Over the next decade, competitiveness will hinge less on what tools you use and more on whose Copilot you trust to sit beside you.