Put AI to work
in your team.

A configured setup

Selected tools and connections, with agreed access, source material and task instructions.

An operational workflow

A documented way to complete the task, with clear responsibilities, review points and exception handling.

A supported rollout

Training, workflow coaching and a way to track usage, task outcomes and where people need help.

Anthropic measured it in March 2026. Language models could take on 94% of the tasks in computer and math jobs. In practice, Claude covered 33% of them.

Inside its own company, Anthropic found where the time goes. Around 80% of an agent session is spent idle, waiting for human input. The report calls human attention “the bottleneck for agent output.”

That waiting is what a rollout has to fix. We decide with the team who supplies the information, who checks the result and who takes over when the system gets stuck. We start from how people work today: the tools they already use, their confidence with AI and the obstacles in their way.

1. Assess with the team

   Employee surveys and conversations with team leads establish the starting point. Your people show us their current tasks, while we review requirements with the relevant system owners.

2. Introduce it to a small group

   We configure the agreed tools and coordinate any custom development. A first group uses the process, gives feedback and helps us refine the setup and guidance before wider introduction.

3. Support and adjust

   We coach the wider team, review progress against the starting point and address the obstacles that remain. An internal owner takes responsibility for the process, with continuing support agreed around your needs.

We assess the task, the systems it touches and the people who will run it before settling on the tooling.

Existing tools

We assess capabilities, permissions, data handling, integration options and recurring costs. Configuration includes the material the tool can use, the instructions it follows and how it fits the team's existing accounts and responsibilities.

Custom software

When existing products cannot meet the requirements, we scope and build custom software. Implementation covers how it reaches users, connects to their tools and becomes part of their daily work.

A combination that can be maintained

Existing products and custom components can work together. We make their boundaries and dependencies clear, identify who maintains each part and account for the effect of updates. Coaching and user feedback continue to inform the setup.

We choose around the task, your team and the systems you already use.

Wispr Flow

Voice dictation

Lovable

Build web apps

Codex

Build and review code

Claude

Write, research and analyze

Clay

Research and enrich accounts

ChatGPT

Research, writing and analysis

n8n

Connect tools and automate work

Cursor

Develop software with AI