CustomerMaturing
Escalation synthesis
Turning a messy escalation thread into a decision-ready summary with the policy edge cases already checked.
82
Expertise
The capability library of your AI-assisted org: what your people and agents are getting good at, how deep it runs, and which of it is captured so it outlives the team that built it.
42identified
18deep enough to index
3captured
Who knows what
Expertise inferred from the work itself. The people behind each cluster, askable directly.
18 skills
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EngineeringMaturing
Incident triage
Reconstructing what broke from logs and alerts, then routing the fix to the right owner with evidence attached.
74
CustomerCaptured · May 12
Pricing objection handling
Answering pricing pushback from the approved talk track; memory answers before a model runs.
71
CommunicationCaptured · May 20
Follow-up drafting
Call notes to sent follow-up in one pass, objections answered from memory.
70
AnalysisMaturing
Risk-corpus modeling
Weekly corpus builds and eval harnesses for economic risk; the recipe repeats, the judgment doesn't.
68
CustomerMaturing
Ticket-history retrieval
Finding the three prior tickets that actually matter instead of pasting the whole history.
66
ComplianceEmerging
Contract risk extraction
Pulling deviation clauses and risk language out of inbound contracts against the 8-clause checklist.
64
EngineeringEmerging
Code-path mapping
Tracing an unfamiliar code path to its failure point before writing the fix.
61
CommunicationCaptured · Apr 28
Release-notes drafting
From merged PRs to publishable notes; the bot drafts, a human signs.
58
CommunicationEmerging
Pitch narrative drafting
Shaping the company story per audience from the leadership log; voice is the hard part.
52
OperationsEmerging
Policy answer generation
Answering internal policy questions with citations; currently leaking 23% human corrections to a stale source.
48
OperationsEmerging
Memory-job operations
Running and unsticking the AIP memory pipeline; the checklist is approved, coverage is growing.
47
OperationsEmerging
Onboarding Q&A
The 142-ask question set new joiners always hit; one answer asset away from self-serve.
45
AnalysisEarly
Churn-driver analysis
Mining account history for the patterns that precede churn; still more art than capability.
39
EngineeringEarly
Deploy diagnostics
Reading a stuck deploy before rolling back; the checklist exists, the habit doesn't yet.
36
ComplianceEarly
Vendor-security response
Filling security questionnaires from the canonical 22 answers instead of from scratch.
33
AnalysisEarly
Eval-set grading
Grading model outputs against outcome criteria; the gate every promotion waits on.
31
EngineeringEarly
Cursor harness tuning
Keeping the IDE agent's tool schemas lean; the retry-loop fix lives here.
29
