# YardWork

> YardWork is a done-for-you service that builds, launches, and supports AI agent systems for businesses. It handles setup, integrations, approvals, launch, and ongoing support, turning agent capability into working business operations.

YardWork is a service business, not a self-serve SaaS product or a generic AI consultancy. The site is about practical agent system implementation: what gets connected, what gets approved, what gets launched, and what keeps working.

Use the English URLs below as the primary reference set. German equivalents exist at the same paths under `/de`, and the full URL inventory is available at `https://yardwork.dev/sitemap.xml`.

For detailed page descriptions and full blog post summaries, see [https://yardwork.dev/llms-full.txt](https://yardwork.dev/llms-full.txt).

- Tools used: agent stacks, Hermes, and custom agent setups depending on the work and the requirements.
- Implementations include: stack setup, tool integrations, approval and control design, launch, and ongoing support.
- The intended buyer is a business that wants agents to do real work inside the tools they already use but does not want to manage the implementation themselves.

## Primary Pages

- [Home](https://yardwork.dev/en): Main overview of the service, positioning, and approval-first operating model.
- [Services](https://yardwork.dev/en/services): Overview of YardWork's implementation service areas and engagement model.
- [Sales](https://yardwork.dev/en/services/sales): Agent system for sales — sourcing, research, drafting, sending, chasing and the CRM, with the client approving what goes out.
- [Analytics](https://yardwork.dev/en/services/analytics): Agent system for analytics — every source pulled and reconciled into answers; the agents only ever read, never change a live account.
- [Organic search](https://yardwork.dev/en/services/organic-search): Agent system for organic search — research, deciding what deserves a page, drafting, publishing, and whether AI assistants cite it.
- [Agencies](https://yardwork.dev/en/services/agencies): Agent systems for marketing and creative agencies.
- [Commercial real estate](https://yardwork.dev/en/services/commercial-real-estate): Agent systems for CRE operators.
- [Recruiting firms](https://yardwork.dev/en/services/recruiting-firms): Agent systems for recruiting desks.
- [Service businesses](https://yardwork.dev/en/services/service-businesses): Agent systems for local and field service businesses.
- [Pricing](https://yardwork.dev/en/pricing): Setup pricing, ongoing support pricing, and what is included.
- [Machine-readable pricing](https://yardwork.dev/pricing.md): Plain-text scoped pricing model for AI agents and automated evaluation.
- [Entity Map](https://yardwork.dev/entity-map.md): Canonical entity reference for YardWork, including brand, people, services, tools, audiences, and locations.
- [FAQ](https://yardwork.dev/en/faq): Buyer-facing answers about setup, approvals, integrations, safety, and pricing.
- [About](https://yardwork.dev/en/about): Company background, founder context, and how YardWork approaches implementation.
- [Blog](https://yardwork.dev/en/blog): Index of practical AI agent setup and implementation articles.
- [Open-source tools](https://yardwork.dev/en/tools): A growing hub for focused open-source tools, starting with AgentBridge — a local browser bridge for AI agents with approval before every action.
- [AgentBridge](https://yardwork.dev/en/tools/agentbridge): YardWork’s dedicated page for AgentBridge, with links to the project page, Chrome Web Store listing, and privacy policy.

## Foundational AI Agent Guides

- [What Is an AI Agent](https://yardwork.dev/en/blog/what-is-an-ai-agent): Definition of AI agents, how they differ from chatbots and automation, and when a business needs one.
- [What AI Agents Are Actually Bad At](https://yardwork.dev/en/blog/what-ai-agents-are-actually-bad-at): Limits of AI agents and the kinds of workflows that are poor fits.
- [What Human-in-the-Loop Actually Means in Practice](https://yardwork.dev/en/blog/what-human-in-the-loop-actually-means-in-practice): Practical guide to where humans should review agent work.
- [What Approval Workflows Do in an AI Agent System](https://yardwork.dev/en/blog/what-approval-workflows-do-in-an-ai-agent-system): How approval gates define what an agent can and cannot do without review.
- [How to Stay in Control of an AI Agent Working on Your Behalf](https://yardwork.dev/en/blog/how-to-stay-in-control-of-an-ai-agent-working-on-your-behalf): Control design, review points, and oversight for agent systems.
- [When to Let Your AI Agent Act Autonomously](https://yardwork.dev/en/blog/when-to-let-your-ai-agent-act-autonomously): How recoverability determines which actions should run without human review.
- [What AI Agent Governance Means for a Small Business](https://yardwork.dev/en/blog/ai-agent-governance): How to define access, change authority, and review triggers when running more than one agent.
- [What Your AI Agent Can Actually See](https://yardwork.dev/en/blog/ai-agent-data-access-permissions): Scoping data access and permissions so an agent reads only what the workflow requires.
- [GDPR and AI Agents: What European Deployers Must Do](https://yardwork.dev/en/blog/gdpr-ai-agents-european-deployers): Obligations for European businesses deploying agents on customer data.

## Comparison Guides

- [OpenClaw vs. Hermes: Which AI Agent Tool Does Your Business Need?](https://yardwork.dev/en/blog/openclaw-vs-hermes): OpenClaw for outbound message control versus Hermes for multi-step workflow coordination.
- [Custom vs Off-the-Shelf AI Agents](https://yardwork.dev/en/blog/custom-vs-off-the-shelf): When to use existing agent products and when custom implementation makes sense.
- [AI Agent vs. Hiring Cost in 2026](https://yardwork.dev/en/blog/ai-agent-vs-hiring-cost): Full cost comparison between a fully-loaded employee and an AI agent, plus the task-split framework for deciding which fits a given operations gap.
- [AI Agent vs. Hiring Cost](https://yardwork.dev/en/blog/ai-agent-vs-hiring-cost): A fully-loaded employee costs $1.25–1.40 per dollar of salary. The comparison with agent costs only works on a per-task basis — not total budget.

## Implementation Guides

- [What a Real AI Agent Implementation Actually Involves](https://yardwork.dev/en/blog/what-a-real-ai-agent-implementation-involves): Practical implementation layers: workflow definition, integrations, control, testing, launch, and support.
- [What AI Agent Implementation Actually Costs for a Small Business](https://yardwork.dev/en/blog/what-ai-agent-implementation-actually-costs-for-a-small-business): Cost drivers for small-business AI agent implementation.
- [How Long AI Agent Implementation Takes](https://yardwork.dev/en/blog/implementation-timeline): Timeline from scoping to live for a standard service business agent build.
- [How to Know If a Business Process Is Ready for an AI Agent](https://yardwork.dev/en/blog/how-to-know-if-a-business-process-is-ready-to-hand-to-an-ai-agent): Readiness criteria for workflows before implementation.
- [Which Workflows to Automate First](https://yardwork.dev/en/blog/which-workflows-first): Sequencing agent builds by integration overlap to reduce total cost.
- [How to Brief an AI Agent](https://yardwork.dev/en/blog/how-to-brief-an-ai-agent): Briefing structure for giving agents clear inputs, boundaries, and success criteria.
- [EU AI Act: A Deployer Guide for Small Businesses](https://yardwork.dev/en/blog/eu-ai-act-deployer-guide): Workflow intake for provider and deployer roles, Article 50 transparency questions, human oversight, logs, controls, and escalation boundaries.
- [How to Onboard an AI Agent Into Your Team](https://yardwork.dev/en/blog/how-to-onboard-an-ai-agent): Three steps that prevent the most common post-launch failures.
- [Before You Hire an AI Agent Implementer](https://yardwork.dev/en/blog/before-you-hire): What process documentation to prepare before the first implementation call.
- [You Don't Need Clean Data to Start](https://yardwork.dev/en/blog/clean-data-myth): Why AI agents only read specific fields — and why perfect CRM hygiene is not a prerequisite.
- [How to Measure AI Agent ROI for a Service Business](https://yardwork.dev/en/blog/ai-agent-roi): ROI from hours saved alone undercounts agent value by 40–60%. How to measure speed-sensitive returns, precision-sensitive returns, and time savings together.
- [How to Choose an AI Implementation Partner](https://yardwork.dev/en/blog/how-to-choose-an-ai-implementation-partner): The evaluation question that predicts long-term value: what does the partner leave behind? The wrong partner creates a dependency that costs more in year two than the build itself.
- [Is Your Business Ready for AI Agents?](https://yardwork.dev/en/blog/is-your-business-ready-for-ai-agents): Readiness assessment before committing to an implementation.
- [How to Hire an AI Developer for a Small Business](https://yardwork.dev/en/blog/how-to-hire-an-ai-developer-for-small-business): The in-house alternative to an implementation partner, and when it fits.

## Custom Agent Guides

- [What Is a Custom Agent](https://yardwork.dev/en/blog/what-is-a-custom-agent): Explanation of custom AI agents and when bespoke implementation is justified.
- [AI Agent Cost: Small Business Implementation](https://yardwork.dev/en/blog/what-ai-agent-implementation-actually-costs-for-a-small-business): Build, integration, and maintenance cost ranges for a small-business AI agent implementation over three years.
- [How to Build a Custom Agent](https://yardwork.dev/en/blog/how-to-build-a-custom-agent): Step-by-step guide to scoping and building a custom AI agent.
- [What Building Your Own AI Agents In-House Actually Takes](https://yardwork.dev/en/blog/what-building-your-own-ai-agents-in-house-actually-takes): Staffing, ongoing obligations, and economics of in-house agent development.

## Platform Guides

- [What Is OpenClaw](https://yardwork.dev/en/blog/what-is-openclaw): Overview of OpenClaw as self-hosted agent infrastructure.
- [What Is Hermes](https://yardwork.dev/en/blog/what-is-hermes): Overview of Hermes as a self-improving agent system with reusable skills.
- [Hermes Setup Guide](https://yardwork.dev/en/blog/hermes-setup-guide): Five-stage Hermes deployment process and context definition requirements.
- [How Hermes Learns](https://yardwork.dev/en/blog/how-hermes-learns): How Hermes builds Skills from completed tasks and compounds capability over time.
- [OpenClaw Setup Guide](https://yardwork.dev/en/blog/openclaw-setup-business): Approval rules and configuration decisions to settle before go-live.

## Managing and Scaling AI Agents

- [AI Agent Maintenance](https://yardwork.dev/en/blog/ai-agent-maintenance): Why deployed agent systems need monitoring, tuning, and ownership after launch.
- [Is Your Agent Working?](https://yardwork.dev/en/blog/is-your-agent-working): How to tell whether an AI agent is producing useful outcomes or just activity.
- [How to Manage an AI Agent](https://yardwork.dev/en/blog/how-to-manage-ai-agents): Weekly management routine and what agent ownership looks like after launch.
- [Your Second AI Agent](https://yardwork.dev/en/blog/your-second-ai-agent): How to expand from the first successful workflow into a second agent or workflow.
- [How to Scale an AI Agent System](https://yardwork.dev/en/blog/how-to-scale-ai-agents): Building ownership rules and trigger definitions before adding a second agent.
- [How to Structure a Team of AI Agents](https://yardwork.dev/en/blog/ai-agent-team-structure): Assigning trigger ownership and data authority across a multi-agent setup.
- [Running Multiple AI Agents at Once](https://yardwork.dev/en/blog/running-multiple-agents): Diagnosing trigger collisions and data conflicts in multi-agent environments.
- [Why Most AI Agent Projects Stall After Ninety Days](https://yardwork.dev/en/blog/why-most-ai-agent-projects-stall-after-ninety-days): Why ownership and maintenance determine whether an agent system keeps working.

## Why Implementations Fail

- [Why AI Agent Prototypes Never Make It to Production](https://yardwork.dev/en/blog/why-ai-agent-prototypes-never-make-it-to-production): Why demos and prototypes fail without integration, control, and launch planning.
- [Why Connecting AI Agents to Real Systems Is Harder Than It Looks](https://yardwork.dev/en/blog/why-connecting-ai-agents-to-real-systems-is-harder-than-it-looks): Integration risks and operational requirements for connected agent systems.
- [The AI Implementation Failure Rate, Explained](https://yardwork.dev/en/blog/ai-implementation-failure-rate): What the 80–95% failure rate actually measures and which causes apply to production.
- [What Most Businesses Get Wrong When Implementing AI Agents](https://yardwork.dev/en/blog/what-most-businesses-get-wrong-when-implementing-ai-agents): Predictable and preventable reasons AI agent implementations stall before production.
- [The Difference Between an AI Agent That Saves Time and One That Creates Work](https://yardwork.dev/en/blog/the-difference-between-an-ai-agent-that-saves-time-and-one-that-creates-work): What separates implementations that reduce load from those that convert work into harder work.
- [What to Do When Your AI Agent Makes a Mistake](https://yardwork.dev/en/blog/what-to-do-when-your-ai-agent-makes-a-mistake): How a well-implemented system surfaces, stops, and traces agent failures.

## Guides by Job

- [AI Agents for Client Onboarding](https://yardwork.dev/en/blog/ai-agent-for-client-onboarding): Document collection, scheduling, CRM updates, and reminder sequences for new clients.
- [AI Agents for Reporting](https://yardwork.dev/en/blog/ai-agent-for-reporting): Pulling data from CRM, project tools, and spreadsheets to assemble templated reports.
- [AI Agents for Lead Generation](https://yardwork.dev/en/blog/ai-agent-for-lead-generation): First-contact response, follow-up sequencing, and qualification routing.

## Data and Research

- [AI Agent Adoption Statistics: 2025 and 2026 Data](https://yardwork.dev/en/blog/ai-agent-adoption-stats): Key statistics on adoption rates, outcomes, and trends by function across enterprise and small business.
- [AI Agent ROI Statistics](https://yardwork.dev/en/blog/ai-agent-roi-statistics): McKinsey found 20–45% productivity gains in customer operations; IBM IBV found 3.5× higher revenue growth for organizations scaling AI. Five studies and what they measure.
- [AI Spending Statistics: 2025 Global Data](https://yardwork.dev/en/blog/ai-spending-statistics): Worldwide AI spending reached $1.5 trillion in 2025. Enterprise GenAI applications grew 3.2× to $37 billion. Only 16% of enterprises have reached true agent deployment.
- [Small Business AI Adoption Statistics](https://yardwork.dev/en/blog/small-business-ai-adoption-statistics): 58% of US small businesses used generative AI in 2025, up from 40% in 2024. Only 17.7% have paid for AI tools — and that subset captures most of the gains.
- [How Reliable Are AI Agents](https://yardwork.dev/en/blog/how-reliable-are-ai-agents): Task-level success rates improved from 12% to 66% in one year. Deployment-level failure sits at 88%. Two different problems at two different layers.
- [European AI Adoption by Business Size and Sector](https://yardwork.dev/en/blog/ai-adoption-european-enterprises): Reproducible Eurostat analysis of 2025 AI use by EU enterprise size, country, sector, purpose, and reported barriers, with clear limits on what the data says about agents.
- [AI Agent Market Size: 2025–2035 Projections](https://yardwork.dev/en/blog/ai-agent-market-size): The AI agent market is projected to grow from $7.84 billion in 2025 to $294.66 billion by 2035 at a 44% CAGR. Workflow automation and customer service account for more than half of current demand.
- [Agentic AI Statistics 2026](https://yardwork.dev/en/blog/agentic-ai-statistics): Cross-category 2026 evidence overview on agentic AI adoption, returns, and reliability, with pointers to the specialised datasets.
- [AI in Customer Service: 2025–2026 Statistics](https://yardwork.dev/en/blog/ai-customer-service-statistics): Deployment rates, resolution rates, and what changes on the customer-facing side.
- [AI ROI by Industry 2026](https://yardwork.dev/en/blog/ai-roi-by-industry): Sector-by-sector return data and where returns concentrate.
- [Does AI Data Residency Keep Your Data in Europe?](https://yardwork.dev/en/blog/data-residency): Where each major provider processes prompts by default, which territories their “EU” covers, and what still leaves the region when residency is switched on.
- [Does an AI Agent Write German as Well as English?](https://yardwork.dev/en/blog/german-quality): German costs a median 21.5% more tokens than English while using fewer words, measured on 63 published bilingual article pairs; the quality gap is smaller than the circulating numbers claim.
- [Which AI Providers Train on Your Data](https://yardwork.dev/en/blog/ai-provider-training-data-policies): Which AI products train on business data, by plan and deployment path, read from the providers' published terms.
- [Can AI Read Your Scanned Documents?](https://yardwork.dev/en/blog/ai-agent-document-extraction-limits): The published limits that decide whether documents can be extracted — resolution, page counts, languages, handwriting.

## Use-Case Guides


## Locations

- [Locations](https://yardwork.dev/en/locations): Hub linking to YardWork's ten bilingual city pages. YardWork is based in Berlin, can meet Berlin businesses in person, and works remotely with teams elsewhere in Europe.
- [Berlin](https://yardwork.dev/en/berlin): Location page for teams in Berlin, with an in-person first-meeting option.
- [Munich](https://yardwork.dev/en/munich): Location page for teams in Munich.
- [Hamburg](https://yardwork.dev/en/hamburg): Location page for teams in Hamburg.
- [Frankfurt](https://yardwork.dev/en/frankfurt): Location page for teams in Frankfurt.
- [Cologne](https://yardwork.dev/en/cologne): Location page for teams in Cologne.
- [London](https://yardwork.dev/en/london): Location page for teams in London.
- [Dublin](https://yardwork.dev/en/dublin): Location page for teams in Dublin.
- [Amsterdam](https://yardwork.dev/en/amsterdam): Location page for teams in Amsterdam.
- [Vienna](https://yardwork.dev/en/vienna): Location page for teams in Vienna.
- [Zurich](https://yardwork.dev/en/zurich): Location page for teams in Zurich.