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AI model and agents / Anthropic

Claude for the
work that needs care.

Sysout sets up Claude for teams that work with long documents, careful writing and code: projects, agents, review steps and training built around real tasks.

Get in touchWhat we do
In short

Sysout implements Claude for teams whose work depends on long documents, careful writing and reliable reasoning. We set up shared projects and agents for the tasks that suit it, add a review step where accuracy matters, and train the team to brief it well.

What we do with Claude

From first setup
to running workflows.

We work alongside your team, so the knowledge stays with you when we step back.

  1. 01

    Fit assessment

    We test Claude against your real tasks and tell you plainly where it is the right tool and where another fits better.

  2. 02

    Projects and knowledge

    We set up shared workspaces with the documents, style guides and examples the team needs on hand.

  3. 03

    Agents and coding workflows

    We configure agents for multi-step research and build tasks, with clear limits and logs.

  4. 04

    Review design

    We define what a person checks, and give them the sources alongside the output so checking is quick.

Example workflows

What teams build with it.

Typical starting points. Yours are chosen from the work your team already does.

  • 01

    Long-document analysis

    Contracts, reports and transcripts are summarised against a fixed set of questions, with page references.

  • 02

    Editorial drafting

    Thought-leadership pieces and reports are drafted from interview notes, in the author's voice, for editing.

  • 03

    Internal tools

    Small utilities and scripts are built and maintained with an agent, reviewed by a developer.

Troubleshooting

Already using it,
and stuck?

These are the problems we are most often asked to fix on existing Claude setups.

  • Output is good but nobody can tell which source a claim came from.
  • The team is unsure when to use Claude and when to use another model.
  • Agents run long tasks and nobody reviews the result properly.
  • Shared knowledge is out of date, so answers are too.
Questions

Claude, answered.

When is Claude the right choice over other models?

In our experience it suits long documents, careful writing and coding tasks. We test it against your own work rather than relying on general claims, and recommend a mix of models where that serves you better.

Do you set up Claude agents as well as chat use?

Yes. We configure agents for multi-step tasks, with defined permissions, logging and a human review step.

Is Sysout affiliated with Anthropic?

No. Sysout is independent and has no partnership with Anthropic.

The rest of the stack

Other tools we implement.

Sysout is an independent company. It is not affiliated with, endorsed by or sponsored by any of the companies whose names or logos appear on this site. Those names and logos are trademarks of their respective owners and are shown only to describe the tools and platforms we work with.

Have a problem worth solving?

Send us a note or an email. We will keep the first conversation practical.

Get in touch