Agentic AI adoption · consulting
Your best people already produce most of your organization's output. We help you multiply that — giving your top performers more leverage, not spreading their impact thin across everyone else.
Agentic AI strategy. Structured adoption. The top 20%, multiplied.
Human expertiseAI capability++
One great workflow.
A stronger team.
01 / What we do
Most IT strategy for AI stops at “here’s Claude, here’s Codex.” We build the transformation strategy that turns a tool rollout into measurable ROI.
Find where agentic AI can transform how your organization runs — and turn that into a clear, prioritized plan built around return on investment, not a long list of possibilities.
Strategy & prioritizationYour best people are already ahead — a small group quietly producing most of the value. We find them, train them further, and multiply what they already do best.
Adoption & accelerationAutomation is part of the transformation, not the point of it. We connect the tools and build the software glue nothing off-the-shelf provides — so the plan actually runs.
Implementation & software02 / The way we work
Most organizations sit somewhere on this curve without knowing it. The tools change at every stage — the transformation is getting your people and your organization to actually operate at the next one.
Prompt-and-response.
Stage 01 · Human-driven
People ask questions, upload documents, and request edits. Useful — but the impact stays with whoever’s typing, and nothing compounds.
AI acts on your computer.
Stage 02
The AI acts on files, tools, and connectors on a person’s behalf — every step still checked by a human before it happens.
Agentic loops run the process.
Stage 03 · Where we usually start
Agentic loops carry an entire process end-to-end using the tools and skills you’ve given them — not just one request at a time.
Agents collaborate across teams.
Stage 04 · Most engagements aim here
Agents collaborate across domains under shared identity, permissions, and governance — where AI becomes an operating capability, not just a tool.
Agents improve their own processes.
Stage 05
Agents identify issues, write the fix, and improve processes with no human in the loop for routine work. Few organizations are here yet — some regulated ones can’t be.
Adopt in stages — there’s real value at every level, not just the top.
03 / Ways to engage
We shape the scope around where your organization sits today and who's ready to move first.
Find out where your organization sits on the maturity curve, and who your top 20% already are.
Train your top performers further, and build the workflow that multiplies what they already do best.
A practical partner as your organization moves up the maturity curve, one stage at a time.
Strategy meets
practical experience.
The people behind the loop
looptwentyone is the consulting arm built on hands-on experience running agentic AI inside a real organization — years of figuring out what works, stage by stage, the hard way.
We bring you the recipe directly, so your team doesn't have to spend years finding it themselves.
Let’s talk about your teamBefore we talk
No. We can start by understanding your workflows and priorities, then identify a useful first opportunity together.
We start with your existing environment and assess what can support the workflow. Recommendations depend on your requirements, access, and the capabilities of those tools.
We agree on success measures and a starting baseline. Depending on the workflow, these may include sustained adoption, completion time, output quality, and rework.
Yes. Engagements can include in-person or remote collaboration, with the format and scope agreed around your team’s needs.