01
Applications and agents
A system with a job: read this, decide within these rules, act within this permission, or hand the case back.
02Engineering
A convincing answer is not the job. A completed case is.
Engineering follows the Autonomy Assessment. GreyShacks implements the workflow changes, integrations, rules, permissions and tests that the blockers require, then prepares the result for controlled validation.
Center
Production
AppsAgentsWorkflowsDataIntegrationsControls
AppsAgentsWorkflowsDataIntegrationsControls
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02The jump
Toggle the two rooms. Only one is production.
A demo can hide missing context, weak identity, and the real cost of running the system. Production cannot.
- 01A clean dataset and a happy path
- 02The model looks intelligent
- 03No identity model for the agent
- 04Permissions assumed, not designed
- 05Cost hidden by low volume
- 06Nobody asks what happens when it is wrong
03Architecture
What the workflow has to include.
The model is one component. Tap through the stack a production process usually needs.
Layer 01
Applications
Interfaces that sit inside the work people already do — not a destination nobody opens.
Tap a layer. This is what a production workflow usually needs.
04Without architecture
These are not model complaints.
They are system complaints. Open one.
05How GreyShacks engineers
The thinnest reliable path.
One production workflow. Real integrations. Evaluation before the model is tuned to look good.
Step 01
Start from the target
What the workflow must complete, what it must not do, and how that will be measured.
- A defined job, a defined context and a defined set of actions.
- Integrations that respect the permissions of the source systems.
- Evaluation before release, against the outcome the process is for.
- A designed path for uncertainty, failure and escalation.
- Monitoring of quality, completion, cost and reliability after go-live.
06What we build
Concrete systems. Readable architecture.
02
Context and data
The records and knowledge the workflow needs, current enough to act, and no broader than the task.
03
Integrations
CRM, ERP, case tools, files, mail and the industry systems where the work already lives.
04
Evaluation and exceptions
Checks before release, and a defined path when the case does not fit.
Controls in the build
Identity, least-privilege access, approval on consequential actions and a log of what was seen and done are part of the build. They are how the business can delegate more of the routine work.
- Access limited to the information and actions the task needs
- A policy for what the system can and cannot do
- Human approval for consequential actions
- Logs that can reconstruct a case
In the work
Illustrative. A step that looks automatable on its own still fails if the workflow cannot reach the system, apply the rule, or stop at the right boundary.
01
From a draft to a completed routine case
Drafting a reply automates a task. Completing the case means retrieving the permitted facts, applying the rule, updating the system of record and escalating what the policy does not cover. The integration and the approval boundary are the engineering, not an afterthought.
02
From a summary to a prepared action
A summary of a thread does not update the CRM or the order. The system has to know which fields it may write, which it may only propose, and which changes — a promise, a price, a balance — wait for a person.
03
From a alert to a handled exception
Noticing an anomaly is not the same as coordinating the response. The workflow needs the status from each system, a definition of the exception, and a stop when the next action would change what was promised to a customer.