Agents guess because they don’t have your context, so they fill in the blanks
The agent can’t say why
The exception becomes the pattern
Only one person knows
Every guess becomes reworkACE replaces the guessing with your enterprise rules, architecture, compliance and specifications
How ACE stops the guessing
Three actions on every change
1
Gather the requirements and rulesFrom Jira, your wiki, your code and your policiesNo change waits on the one person who remembers why2
Give them to your coding agentClaude Code, Cursor, Codex or Antigravity, with exactly the context it needsRework stops eating the schedule3
Check the change before mergeEvery pull request is checked against the requirement and your policiesReviewers and auditors get proof instead of promisesSee it on one change
Every prompt becomes a task bundle
Requirement
Expense claims need a second approver
Application Context
AnalysisTwo stage approvalNo self approval
Domain designClaimApproval decisionApproval policy
UI, API and DBApproval screenAPITable
ArchitectureApproval ServiceAudit log
PoliciesSegregation of dutiesSOX audit trail
Evals3 checks, all must pass
Code
1
Agent builds itFrom the bundle
2
ACE flags self approvalPolicy failed
3
Fix passesMerge allowed, evidence attached
Proof, not promises
Measured on real delivery work
7 hourstwo features live in development, est. 3 to 5.5 weeks by hand11 of 14tasks complete with ACE, against 2 of 14 without60%faster to market for a HIPAA compliant app at GoFr4×faster client go live at 27 Global, with half the rework
“Uptime is our business, so every change to our platform carries real risk. AppFaktors ACE took two change requests to working features in our dev environment within a day, built to fit our architecture, and it raised use cases we had not thought of.”
Under 2 hourscustomer team view, est. 4.5 to 10 days by hand
5 hoursmasked demo from real data, est. 12 to 18 days by hand
Read the Vialterna storyWhere teams start
Start with one change to an app you already run