Turn costly repeated work into a controlled AI automation plan
For solo operators, teams, and companies with enough revenue or operational cost to justify automation. SmartStore, Qoo10, and ecommerce are supported examples, not the limit. Guildex maps expected cost reduction, revenue impact, data readiness, and human-control rules before any build.
Diagnosis flow
10-minute survey to ROI, risk, and next action
Enterprise workflow diagnosis
We map repeated work across sales, support, content, reporting, admin, inventory, and settlement before recommending tools.
Cost and revenue priority
The output ranks 1-2 tasks by expected time saved, cost reduction, revenue impact, data readiness, and risk.
Human-controlled rollout
Automation structure, data handling, and customer-facing outputs stay under the company operator's approval.
100/100
Structure gate
Internal gpt-5.5 rehearsal passed the customer-report structure rubric.
90.5/100
Content rubric
Internal report quality score across diagnosis depth, actionability, and safety.
5/6
Paid-report preference
Blind internal comparison favored the packaged report in most pairwise calls.
What the free survey checks
The free version is a fit-check survey. It is meant to decide whether a paid diagnosis is likely to create enough value before any implementation work begins.
Future platform features are paused
Developer, marketer, marketplace, and quest features are intentionally not sold during this beta.