The cost
Rework, weak handoffs, and systems that cannot accept the AI work.
Design | Workflow, Data & AI Architecture
Design the path before you build.
Define the workflow, data, systems, integration, human role, AI role, requirements, and acceptance criteria a viable build needs. This sits next to AI Initiative Review on the Design door.
DESIGN
BEFORE
BUILD
BEFORE
BUILD
The problem
Building without a design burns time.
Teams often start coding before the workflow boundary, data path, and human/AI split are clear.
The better state
A design package that gives build work a clear target and acceptance test.
What GNS-AI does
We design the operating path so a Scoped Build can start with confidence.
Design door
Where this sits next to Initiative Review.
Design work answers how the system should fit. Initiative Review answers whether the idea is worth the next dollar.
AI Initiative Review
$3,500 fixed | 5 business days. Decide proceed, narrow, redesign, fix a constraint first, or stop.
Architecture
Scoped. Shape workflow, data, systems, integration, and roles before build.
Then Build
When the design is clear enough, move to a Scoped Build.
What gets designed
The pieces a viable implementation needs.
Scoped to the workflow and systems involved.
Terms
Scoped design work.
Commercial terms are confirmed on the fit call.
When this is not the right start.
If the idea itself is still unsettled, start with AI Initiative Review ($3,500 | 5 business days). If the design is already clear enough to deliver, move to a Scoped Build.
Discuss Architecture
Bring the workflow, systems, and outcome you want. We will confirm whether architecture work is the right Design step.