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Readiness, training, and a way of working that survives the handover.

Three connected parts: decide where AI belongs, give the people doing the work a practical way to use it, then install and maintain that capability inside the systems the organisation already runs.

Advisory & Readiness

Where AI actually fits in how your organisation works today, and what has to change before it holds.

  • Workflow, decision and handoff mapping InterviewsWorkflow maps
  • Company knowledge landscape and semantic layer design Knowledge mappingOntologyPermissions
  • AI opportunity assessment and prioritisation Value and effort scoring
  • Data, access and governance review Data boundariesAccess review
  • Operating model and ownership design Role designOwnership map
  • Build, buy or wait recommendations Recommendation memo

Workshops & Training

Sessions that leave your team with a decision they can defend, and the working language to keep making them.

  • Prompt, context and evaluation literacy PromptingEvals
  • Company knowledge curation and retrieval evaluation Knowledge stewardshipRetrieval evals
  • Hands-on practice on your own workflows Practice sessions
  • Role-specific tracks for product, design and engineering Role tracks
  • Executive and leadership briefings Briefings

Installation & Maintenance

The way of working installed in the systems and agent environments your team already uses, and kept running after we hand it over.

  • Governed company knowledge layers and shared agent workspaces Cloudflare OSQMMCP
  • Custom Claude and ChatGPT plugins ClaudeChatGPTMCP
  • OpenClaw and Hermes installation, secure configuration and integration OpenClawHermesMCP
  • Custom Agent Skills, versioned and reviewed like code Agent SkillsVersioned procedure
  • Rollout into the tools people already work in Rollout planSlack
  • Evaluation and monitoring your team can run EvalsDashboards
  • Model and dependency upgrade paths Upgrade gatesRegression suites
  • Handover, documentation and ongoing support RunbooksHandover
Start where the work is

Where is AI getting stuck?

Tell us how your team works today and what has not landed. We usually reply within one business day.

Let's find the work AI should be doing in your organization.

Whether you are exploring an idea or improving a system already in use, we’ll help you decide what is worth doing next.

Book 30-min intro

Prefer to start async?

hello@thoughtfulrobots.ai

Hyderabad · Remote

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Tell us about the work.

A few lines about your product and where AI might belong. We usually reply within one business day.