About GreyShacks
A partner for workflows AI is not finishing.
GreyShacks assesses a business workflow that still depends on people, defines what can safely run autonomously, and engineers the changes required to complete that work in production.
The first engagement is an Autonomy Assessment of one workflow. Implementation, validation and later improvement are separate decisions. We do not treat every process as a candidate for full automation.
Why we exist
Companies are adopting copilots, agents and automated workflows. A tool can summarize, extract, draft or recommend. Employees can still be the ones who gather the rest of the information, apply the rules, resolve exceptions, update records and confirm that the work is done.
GreyShacks exists to close that gap on a specific workflow: find the blockers, define a realistic boundary, and engineer only what that diagnosis requires.
What we believe
Completion is the outcome
A draft, a summary or a recommendation is useful. The workflow is further along when eligible cases reach the business outcome with less routine intervention.
The diagnosis comes before the build
We assess one workflow and write down the blockers. Engineering starts from that document, and only if you commission it.
Controls are part of the workflow
Permissions, evaluation, approval and escalation are specified with the work, at the level the action deserves.
Some work stays with people
Law, risk, ambiguity and judgment keep a person in some decisions. The assessment says which ones.
How the partnership is organized
Assessment, engineering, controls and improvement. Controls are a requirement of the workflow, included at the level the risk requires.
Assess
Find the blockers
Map one workflow from trigger to outcome. Separate what already runs, where a person still intervenes, and why.
- Current-state workflow map
- Intervention points
- Facts, assumptions and open questions
- A written diagnosis
Engineer
Build what the diagnosis requires
Implementation follows the blockers. A workflow may need process redesign, an agent, an integration, a rule, or a test. It rarely needs all of them.
- Workflow and exception paths
- Integrations and permissions
- Agents only where judgment or retrieval is required
- Evaluation before release
Control
Bounds that match the risk
Identity, permissions, approvals, logs and monitoring are requirements of the workflow. They are specified with the work, at the level the action deserves.
- Least-privilege access
- Human approval where the action is consequential
- Audit of what was seen and done
- A path for cases outside the bounds
Improve
Learn from production
After a controlled release, measure whether eligible cases finish, where people still step in, and which failures should change the system.
- Baseline and acceptance criteria
- Failure review
- Completion, time, errors and cost
- A scoped operating loop
Who the work is for
The useful first customer already has AI, agents or automation software in the workflow, and still relies on people to supervise, correct or finish a meaningful part of the work.
COO and head of operations
Throughput, cost and the cases that still wait on people after AI has already touched the work.
CIO, CTO and head of AI or automation
Which systems, permissions, tests and monitoring a workflow needs before it can run in production.
Process owner
Where this workflow is delayed, repeated or handed back, and what would have to change to move it.