Agent Control Center
Trust the agent — without losing control
Every recommendation shows sources, confidence, risk and what would change. Major actions need preview. Bad outputs are stopped by quality gates. Duplicates and task-spam are prevented. Autonomous actions stay low-risk.
Suggestions / wk
10
Drafts
5
Executed
1
Approval rate
33%
Avg confidence
83
Avg quality
72
Duplicates prevented
1
Noise warnings
2
Agent quality insights
Noise, risk, source and approval signalsMeeting automation creates too many low-confidence drafts
Avg confidence 54, 9 drafts last 7 days.
automation noiseRisk MediumConf 87
Switch to Suggest mode or keep as Meeting Note only.
3 task suggestions prevented as duplicates
Similarity > 85% to existing work.
duplicate preventedRisk LowConf 94
Review and link existing items.
Project plan failed task-spam gate
34 tasks, no DoD on 22.
quality gate failedRisk HighConf 92
Generate leaner plan.
Pricing recommendation uses outdated source
Latest approved decision differs from Pricing Framework v2.
outdated sourceRisk MediumConf 88
Refresh context pack.
Action affects restricted knowledge
External share request on Confidential doc.
permission riskRisk HighConf 96
Requires Workspace Owner approval.
4 assumptions need confirmation
Sales Clarity plan readiness blocked.
assumption needs confirmationRisk MediumConf 82
Open Assumptions review.
Disable autonomous mode for Finance
Suggestion attempted in Read Only workspace.
unsafe autonomyRisk CriticalConf 99
Confirm Read Only mode.
5 suggestions without sources
Cannot trace recommendation origin.
source missingRisk MediumConf 80
Reject or attach source.
Drafts needing review
5 drafts · select to inspectSales·convert inbox to decision·20592d ago
Convert Axel's request to a Decision
Inbox item from Axel looks like a decision request about primary ICP.
InterpretationHigh Confidence · 94Quality 88 · GoodRisk MediumDraft
Source-backedDraftDuplicate Check PassedHigh Confidence
1 sources1 assumption(s)Undo
Sales·generate project plan·20592d ago
Generate Sales Clarity project plan
Decision-first plan with 9 tasks and 2 open decisions.
SuggestionGood · 82Quality 76 · GoodRisk MediumDraft
Source-backedDraftNeeds Review
2 sources1 assumption(s)Undo
Operations·meeting followup extraction·20592d ago
Meeting follow-up extraction
Extracted 4 follow-up tasks from yesterday's product sync.
SuggestionNeeds Review · 58Quality 52 · Needs ImprovementRisk MediumDraft
3 of 4 suggested tasks have unclear owners.
DraftLow ConfidenceNeeds Review
1 sourcesUndo
Finance·automation suggestion·20593d ago
Suggest automation: Stripe → KPI update
Suggestion to auto-update revenue KPI from Stripe events.
SuggestionGood · 72Quality 69 · Needs ImprovementRisk HighSuggest
Needs ReviewSensitive
1 sources
Product·generate context pack·20594d ago
Generate Context Pack for Onboarding Portal V1
Bundle of related decisions, docs and goals.
InterpretationGood · 84Quality 72 · GoodRisk LowDraft
DraftSource-backed
2 sources1 assumption(s)Undo
AI Output Review
AI Output Review · Sales
Convert Axel's request to a Decision
Inbox item from Axel looks like a decision request about primary ICP.
InterpretationHigh Confidence · 94Quality 88 · GoodRisk MediumDraftSource-backedDraftDuplicate Check PassedHigh Confidence
Why this confidence
- · Clear decision verb
- · Owner identified
- · Workspace clear from sender
Sources used
Decision Request — Axelfresh
We need to pick a primary ICP before the launch.
form_submissionRelevance 92Used: classification
Assumptions
Philipp should own this — it's strategy.
Reason: Philipp owns Sales strategy decisions historically.
Confirm by: Assign owner
Quality gates
Source exists
Duplicate check
0 similar decisions
Owner suggested
Philipp
Workspace clear
Affected objects
Decision Request — Axel · inbox
Will create
+ Choose primary ICP (decision)
Waiting approval
2 pendingSales·external share·20593d ago
External share — Pricing Framework
Share Pricing Framework with prospect@acme.com.
SuggestionHigh Confidence · 91Quality 84 · GoodRisk HighApproval Required
Approval RequiredSensitiveHigh Confidence
1 sources
Sales·guest invite·20593d ago
Invite client team to Project Room
3 client emails for Acme onboarding.
SuggestionHigh Confidence · 90Quality 87 · GoodRisk HighApproval Required
Approval RequiredHigh Confidence
1 sources
Risky suggestions
4 high/criticalSales·external share·20593d ago
External share — Pricing Framework
Share Pricing Framework with prospect@acme.com.
SuggestionHigh Confidence · 91Quality 84 · GoodRisk HighApproval Required
Approval RequiredSensitiveHigh Confidence
1 sources
Product·bulk create tasks·20593d ago
Create 34 tasks from detailed project plan
Detailed-mode plan generated 34 atomic tasks for Onboarding Portal V1.
SuggestionGood · 79Quality 31 · PoorRisk HighDraft
Plan creates 34 tasks. Likely too much for first execution.
Quality Gate FailedDraft
1 sources
Sales·guest invite·20593d ago
Invite client team to Project Room
3 client emails for Acme onboarding.
SuggestionHigh Confidence · 90Quality 87 · GoodRisk HighApproval Required
Approval RequiredHigh Confidence
1 sources
Finance·automation suggestion·20593d ago
Suggest automation: Stripe → KPI update
Suggestion to auto-update revenue KPI from Stripe events.
SuggestionGood · 72Quality 69 · Needs ImprovementRisk HighSuggest
Needs ReviewSensitive
1 sources
Quality gate failures
1 blockedProduct·bulk create tasks·20593d ago
Create 34 tasks from detailed project plan
Detailed-mode plan generated 34 atomic tasks for Onboarding Portal V1.
SuggestionGood · 79Quality 31 · PoorRisk HighDraft
Plan creates 34 tasks. Likely too much for first execution.
Quality Gate FailedDraft
1 sources
Low-confidence outputs
1 below thresholdOperations·meeting followup extraction·20592d ago
Meeting follow-up extraction
Extracted 4 follow-up tasks from yesterday's product sync.
SuggestionNeeds Review · 58Quality 52 · Needs ImprovementRisk MediumDraft
3 of 4 suggested tasks have unclear owners.
DraftLow ConfidenceNeeds Review
1 sourcesUndo
Duplicates prevented
1Operations·create task·20593d ago
Create onboarding follow-up task
Task suggested from client email — prevented as duplicate.
SuggestionGood · 87Quality 64 · Needs ImprovementRisk LowDraft
Duplicate prevented · 91% match with "Onboarding follow-up for Acme"
Duplicate Check PassedDraft
1 sources
Autonomous actions
1 low-risk onlyOperations·recalculate readiness·20593d ago
Recalculate readiness after pricing decision
Pricing decision resolved → recompute readiness for affected projects.
FactHigh Confidence · 96Quality 93 · StrongRisk LowAutonomous
readiness: 58 → 74
AutonomousSource-backedHigh Confidence
1 sourcesUndo
Agent mode by workspace
Per-workspace scope and safetyFinance
Owner: Alex Müller
Highly sensitive. Agent observes only.
Approval > lowBlocked: external_shareBlocked: delete
Investor Relations
Owner: Philipp Weber
All actions need approval.
Approval > lowBlocked: external_shareBlocked: public_link
Sales
Owner: Axel Brand
Approval > mediumAuto: recalculate_readinessAuto: mark_staleBlocked: external_share
Product
Owner: Mira Khan
Approval > mediumAuto: recalculate_readinessAuto: add_low_risk_relationBlocked: delete
Operations
Owner: Sam Ortiz
Autonomous for low-risk only.
Approval > mediumAuto: recalculate_readinessAuto: review_reminderBlocked: deleteBlocked: external_share
Inbox
Owner: Mira Khan
Approval > mediumAuto: pre_sort
Agent activity log
Latest agent and automation actionsWhen
Action
Object
Mode
Risk
Conf
Status
20592d ago
convert inbox to decision
Decision Request — Axel
Draft
medium
94
Drafted
20592d ago
generate project plan
Sales Clarity Landing Page
Draft
medium
82
Drafted
20592d ago
meeting followup extraction
Meeting notes — Product sync
Draft
medium
58
Needs Review
20593d ago
external share
Pricing Framework v2
Approval Required
high
91
Waiting Approval
20593d ago
recalculate readiness
Sales Clarity Landing Page
Autonomous
low
96
Executed
20593d ago
bulk create tasks
Onboarding Portal V1
Draft
high
79
Blocked by Gate
20593d ago
create task
—
Draft
low
87
Prevented
20593d ago
guest invite
Acme Onboarding Room
Approval Required
high
90
Waiting Approval
20593d ago
automation suggestion
MRR
Suggest
high
72
Needs Review
20594d ago
generate context pack
Onboarding Portal V1
Draft
low
84
Drafted
Agent settings
Default modeDraft
Max tasks per plan12
Approval for bulkRequired
Approval for externalRequired
Approval for high sensitivityRequired
Duplicate threshold85%
Low-confidence threshold60
Guest-safe modeOn
Auto: recalculate_readinessAuto: review_reminderAuto: mark_staleAuto: add_low_risk_relationBlocked: external_shareBlocked: guest_inviteBlocked: deleteBlocked: permission_change