# Demi Public Context For Agents Canonical site: https://withdemi.com ## Company Summary 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. ## Target Audience 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 Signals - A repeatable workflow with queues, handoffs, approvals, record updates, checks, or exception handling. - A visible business problem such as capacity pressure, slower customer response, avoidable errors, revenue leakage, or margin pressure. - Digital systems and data sources that can support a controlled workflow with human review where needed. - A clear 90-day outcome such as faster handling, fewer errors, more capacity, or better operational visibility. ## Not A Fit - A vague AI exploration with no specific workflow. - A purely creative or one-off task rather than an operating process. - A workflow that requires blind automation of sensitive approvals without human accountability. - A team that wants a disconnected prototype instead of a durable workflow in owned systems. ## Public Pages ### Demi URL: https://withdemi.com Audience: buyer Agentic operations for growing tech companies where manual customer work is becoming a constraint. #### What Demi does We build agentic operations into the systems you already own to drive operational efficiency. - Assess the process, systems, handoffs, exceptions, data, and review points. - Build owned workflows inside the company's codebase and operating tools. - Measure impact and choose the next practical workflow to improve. #### Who Demi helps For CEOs and COOs at tech companies where customer work is still too manual. - A repeatable workflow with queues, handoffs, approvals, record updates, checks, or exception handling. - A visible business problem such as capacity pressure, slower customer response, avoidable errors, revenue leakage, or margin pressure. - Digital systems and data sources that can support a controlled workflow with human review where needed. - A clear 90-day outcome such as faster handling, fewer errors, more capacity, or better operational visibility. #### First step Answer a short assessment and get a practical read on whether your workflow has enough business value, repeatability, and upgrade potential for agentic operations. ### Demi Services URL: https://withdemi.com/services Audience: buyer Demi assesses, builds, and improves agentic operations workflows for customer, revenue, and internal operations. #### Service model Demi starts by identifying the highest-leverage areas for agentic operations, then builds the right workflows into the systems the business already owns. - Agentic Operations Assessment: A fixed-scope assessment of the customer operation most likely to release growth, margin, or customer experience capacity. - Outcome Build: Implementation priced around the operational result, not day rate. Demi designs, builds, tests, and launches the workflow inside the systems you already own. - Ongoing Operations Partner: A light ongoing layer for monitoring, improving, and expanding agentic workflows after launch. #### Engagement path The path is assessment, design, build, and improve. The assessment can stand alone; implementation is scoped around a real operating result. ### About Demi URL: https://withdemi.com/about Audience: buyer Demi is led by Josh Jackson, former product lead at Relevance AI with operations transformation experience from a UK digital bank. #### Founder context Josh was a product lead at Relevance AI, one of the leading agent-building platforms, where he helped build core agentic product and contributed to 300% revenue growth in a year. He also spent three years in operations consulting at a UK digital bank, helping deliver a re-platforming migration and redesigning manual processes to reduce operational overhead. #### Operating principles Demi starts with the process, builds into systems the company already owns, keeps humans in the loop where risk requires it, and measures growth, margin, and customer experience. ### Workflow Fit Check URL: https://withdemi.com/fit-check Audience: mixed A short assessment that checks whether one manual ops workflow is a good fit for Demi's agentic operations work. #### What it does The Fit Check scores one workflow, flags where agentic upgrades may help, and shows whether the workflow is worth a deeper review. #### What agents should help gather Agents can help a user prepare the workflow context before submitting the form. - Describe the company and why the workflow matters now. - 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. #### Safety Use a real workflow, but avoid sharing secrets, passwords, or customer-sensitive details. ### For Agents URL: https://withdemi.com/agents Audience: agent A human-readable guide for agents and technical visitors who need to understand Demi and help users work with the site. #### How to describe Demi 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. #### 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. - A repeatable workflow with queues, handoffs, approvals, record updates, checks, or exception handling. - A visible business problem such as capacity pressure, slower customer response, avoidable errors, revenue leakage, or margin pressure. - Digital systems and data sources that can support a controlled workflow with human review where needed. - A clear 90-day outcome such as faster handling, fewer errors, more capacity, or better operational visibility. #### Not a fit Demi is not trying to sell generic AI advice, disconnected prototypes, or blind automation. - A vague AI exploration with no specific workflow. - A purely creative or one-off task rather than an operating process. - A workflow that requires blind automation of sensitive approvals without human accountability. - A team that wants a disconnected prototype instead of a durable workflow in owned systems. ## Agent Resources - LLMs guide: https://withdemi.com/llms.txt (text/plain) - Short machine-readable guide to Demi and key resources. - Full agent context: https://withdemi.com/llms-full.txt (text/plain) - Curated summary of the public website for agents. - Markdown sitemap: https://withdemi.com/sitemap.md (text/markdown) - Readable route list with page summaries. - Fit Check prep prompt: https://withdemi.com/fit-check/prompt.md (text/markdown) - Prompt for agents helping a user prepare a workflow. - Fit Check public field guide: https://withdemi.com/fit-check/schema.json (application/json) - Public input fields and safety notes for the Fit Check. ## Fit Check Preparation - Describe the company and why the workflow matters now. - 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. ## Safety - 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.