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Claude implementation for document analysis

Integrate Claude into document review and analysis with sources, permissions and human validation. Define the workflow, evaluation criteria and required connections.

Discuss my Claude use case

The challenge

The problem is not reading faster. It is finding the right evidence.

Policies, contracts, manuals, research, and internal notes often live in separate repositories with different versions and owners. A useful assistant must know which source it may consult, which version is current, and when the evidence is insufficient to answer.

We therefore start with a bounded document task and an evaluation set. Before expanding scope, we test whether Claude retrieves the right context, preserves references, and produces an output the team can review.

Conflicting versions
Knowledge that is hard to find
Drafts without traceability
Expert review that arrives late

What's included

Document analysis with Claude: sources, permissions and review

Claude is integrated after defining which documents count as evidence and who approves the output.

Source inventory
Taxonomy and versions
Role-based access
Evaluation with real cases
Human review

The diagnosis identifies the task, document volume, authorized sources, and the standard an acceptable answer must meet. We then design retrieval, instructions, output structure, and rules for citing, abstaining, or escalating.

The pilot uses representative questions and documents, including incomplete or contradictory cases. We measure accuracy, coverage, references, and review time before connecting it to the workflow or expanding the user group.

Use cases

Internal assistants and document comparison with Claude

We prioritize document- and knowledge-intensive work with a defined output and a person responsible for validating it.

Internal knowledge

Find supported answers

Assistants connected to authorized policies, manuals, and repositories, with source references and version control.

Document analysis

Compare and extract criteria

Initial review of files, proposals, or contracts against a defined matrix; sensitive conclusions remain subject to expert validation.

Research & drafting

Synthesize without losing context

Summaries, drafts, and working materials built from identified sources, with an agreed structure and editorial criteria.

Development

Support the technical team

Governed adoption of Claude Code to explore codebases, prepare changes, and document decisions within repository controls.

Document control

Quality controls for answers and documents

Quality depends on the provenance, currency, and permitted use of each source as much as it depends on the model.

01 · Provenance

Identifiable source

Every material answer should trace back to the document and version that support it.

02 · Currency

One authorized version

The team defines which repository prevails and who keeps the content current.

03 · Access

Inherited permissions

The assistant must not reveal documents a user cannot access directly.

04 · Approval

Human judgment

A qualified person validates high-impact decisions, communications, and outputs.

FAQ

Frequently asked questions.

What kinds of work do you implement Claude for?

Internal knowledge assistants, document analysis and comparison, research synthesis, draft preparation, and developer support with Claude Code. Each use case is limited to defined sources, permissions, and review criteria.

How do you keep Claude from answering without support?

We design the workflow to use authorized sources, preserve references, state uncertainty, and route sensitive or low-confidence results to human review. Acceptance is tested with documents and questions representative of the actual work.

When should a company evaluate Claude rather than OpenAI?

We evaluate Claude when the priority is long documents, synthesis, internal knowledge, contextual drafting, or development workflows with Claude Code. For ChatGPT Enterprise, connected agents, and solutions on the OpenAI API, see our OpenAI page.

Close

Discuss your document analysis project with Claude

Bring one concrete document task. We will assess the sources, risk level, and a bounded test to determine whether Claude adds value before expanding scope.

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