Agentic process redesign

Find where the work waits, then redesign it for agents

Less waiting and fewer hand-offs in one workflow, mapped with your experts and redesigned for agents. Its success threshold is agreed before anything is built.

Why redesigns miss

An agent cannot fix a hand-off nobody mapped.

Redesign the procedure on file and the agent misses every unwritten workaround.

  1. 01

    Where it stallsThe process is copied from the written procedure.

    What we do We interview the people and trace their systems.

  2. 02

    Where it stallsEvery step gets automated, even pure data copying.

    What we do Every step gets a verdict and a reason.

  3. 03

    Where it stallsOne business case covers the whole project.

    What we do A business case for each changed step.

How the redesign runs

Mapped with your people, costed before the build

One process, from interviews to a Proof of Value scope.

  1. 0103

    The process as it actually runs

    We interview the people doing the work, follow it through your systems and note where it waits.

    • Interview notes per role
    • Systems and hand-offs traced
    • Where work waits, and why
    Mixam's agent took over print-order configuration; conversion to a final sale rose from about 20% to about 40%.
  2. 0203

    Redesigned around agents and people

    Copy-only steps go, an agent takes what it does reliably, and approvals and exceptions stay with people.

    • Redesigned process, step by step
    • A written reason per verdict
    • Checkpoints with named owners
  3. 0303

    A business case per step

    Each changed step gets its own numbers, and the strongest becomes a Proof of Value on your data.

    • Proof of Value, one metric
    • Build only after it passes
    • Map and business case: yours
Engineering in the open

We help build what agentic AI runs on

Open standards, open-source tooling and published research, all public, so you can check our engineering before you hire us.

Shaping agentic AI

The first agentic AI engineering company to join the Agentic AI Foundation

The Linux Foundation formed it around Anthropic's MCP, OpenAI's AGENTS.md and Block's goose. AWS, Google and Microsoft are platinum members. In its own words: “Together, we're shaping the future of agentic AI.”

Open source

We build open-source agent tooling that other engineering teams install

9M+ PyPI downloads
3,900+ GitHub stars
31 public repositories

Framework contributors

When the framework breaks, we fix it at the source

We maintain our own open-source agent framework and contribute fixes to the frameworks our agents run on, through official partnerships with their teams. Breaking changes reach us before they reach your codebase.

Research

Our engineers and PhDs publish peer-reviewed research

Peer-reviewed papers on agent architectures, evaluation and AI security, and an open benchmark anyone can rerun against our results.

Track record

Frontier AI teams now build on what we shipped first

Our client agents were in production before most of today's agent frameworks had a stable release. You get a team that already knows what breaks between a promising demo and a system people rely on every day.

Engagement models

Ways to start

Each path starts with a free call with a founder or senior AI engineer. A build goes ahead only after its Proof of Value meets the agreed threshold.

Start with one workflow

We map one workflow with your experts and agree a success threshold before any build.

Best whenYou want the success test agreed before you commit to a build.

  1. Process redesign and build Best whenYou want the redesign built by the same team.
  2. Pragmatics of AI workshop Best whenYou want to pick the process first.
  3. Tech stack selection Best whenThe process is clear; what to build on is not.
FAQ

Questions about agentic process redesign

What is agentic process redesign? +
It is redesigning a business process around what AI agents can do, before anything is built. We map how the process runs today, then decide step by step what to remove, what an agent should do and where a person must stay in the loop. The output is the redesigned process with a business case for each changed step and a scoped Proof of Value.
What does agentic process redesign include? +
One process, taken from interviews to a scoped Proof of Value. We interview operators, team leads and process owners about how the work really moves. We list every system a step touches, the data it holds and whether an agent can reach it, and we record where work changes hands and how long it sits there. Then each step gets a verdict. Re-keying, copying and chasing that exist only because systems do not talk to each other are removed. Agent steps get their tools, data and checks named before the build. Approvals and exceptions stay with a person, who receives the case already prepared by the agent. You also get an outline of the agent architecture, a business case for each changed step and the one step to test first on your data.
How is it different from automating the process we already have? +
Automating the current process keeps its steps, including the ones that exist only to move data between systems or wait for someone's inbox. A redesign questions each step first. Some disappear because an agent can read the source directly, some become agent steps, and the judgment calls stay with people, now with the context prepared for them.
How do you map the process as it runs today? +
We interview the people who do the work, not only the people who own the process, and trace the work through the systems it touches: inboxes, spreadsheets, the ERP or CRM, shared drives. For every step we note who does it, in which system, what it hands to the next step and where work waits. The written procedure is a starting point; what happens in practice is what we map.
Which steps stay with a person? +
Steps where an error is costly, where the decision needs accountability, or where the rules leave room for judgment. Approvals, exceptions and anything that carries legal or clinical weight usually stay with a person. The agent prepares the case, the person decides, and the checkpoint is written into the redesigned process so it cannot be skipped later.
What does the business case per step include? +
For each changed step: the work it removes or speeds up today, the expected cost per task with an agent, the cost of an error and the metric that shows whether it worked. The steps are then ranked, and the strongest one becomes the Proof of Value scope, tested on your data before anyone commits to a full build.
Do we have to build the redesigned process with Vstorm? +
No. The process map, the redesign and the business case are yours, and your team or another supplier can build from them. If you continue with us, the engineers who mapped the process also build the agents, so nothing is lost in a hand-off between an advisory team and a delivery team.
Start with one process

Bring one process to the first call

We walk through it and show where an agent fits and where a person stays.