Describe the company and why the workflow matters now.
For agents
Help users understand Demi without guessing.
Demi helps CEOs and COOs at operationally intense tech companies turn manual customer, revenue, and internal operations into agentic workflows built into the systems they already own.
Canonical summary
Demi builds agentic operations into the systems a company already owns.
Best fit: Best for growing tech companies, especially around £5m-£100m revenue, where manual operational work is slowing growth, increasing cost, or creating avoidable customer delay.
Best fit
Useful agentic work starts with a real workflow.
01
A repeatable workflow with queues, handoffs, approvals, record updates, checks, or exception handling.
02
A visible business problem such as capacity pressure, slower customer response, avoidable errors, revenue leakage, or margin pressure.
03
Digital systems and data sources that can support a controlled workflow with human review where needed.
04
A clear 90-day outcome such as faster handling, fewer errors, more capacity, or better operational visibility.
Not a fit
Demi is not generic AI advice or blind automation.
01
A vague AI exploration with no specific workflow.
02
A purely creative or one-off task rather than an operating process.
03
A workflow that requires blind automation of sensitive approvals without human accountability.
04
A team that wants a disconnected prototype instead of a durable workflow in owned systems.
Workflow Fit Check
Help the user prepare one clear workflow.
The Fit Check works best when the user brings one specific manual operation, not a broad wish list. Gather practical context and keep sensitive data out of the form.
Pick one manual workflow rather than the whole operation.
Walk through the current steps, systems, handoffs, and review points.
Explain the pain, frequency, time cost, and desired 90-day result.
Name systems and data sources, but avoid secrets or private customer details.
Agent-readable resources
Plain resources for machine readers.
These resources are deliberately simple. Humans should use this page; agents can load the raw text, markdown, or JSON directly.
LLMs guide
Short machine-readable guide to Demi and key resources.
https://withdemi.com/llms.txt
Full agent context
Curated summary of the public website for agents.
https://withdemi.com/llms-full.txt
Markdown sitemap
Readable route list with page summaries.
https://withdemi.com/sitemap.md
Fit Check prep prompt
Prompt for agents helping a user prepare a workflow.
https://withdemi.com/fit-check/prompt.md
Fit Check public field guide
Public input fields and safety notes for the Fit Check.
https://withdemi.com/fit-check/schema.json
Safety
Keep private data out of public forms.
Use a real workflow, but avoid sharing secrets, passwords, or customer-sensitive details.
Do not include API keys, access tokens, private customer records, regulated personal data, or confidential documents.
Keep the description practical and factual; do not invent volumes, systems, risks, or business outcomes.