Agent Library · By platform · Sales Cloud · Service Cloud
S
The forecast everyone knows is slightly wrong.
Salesforce in a mid-market company usually carries enterprise-grade configuration and mid-market-grade maintenance. The result is a system rich in fields and poor in truth. Agents close the maintenance gap without another admin hire.
Field sprawl outpaces data
Configuration accumulated over years, most of it now empty, some of it actively misleading.
Forecast integrity is a monthly argument
Stage definitions are applied differently by every rep, and the roll-up inherits all of it.
Admin capacity is the ceiling
Every improvement queues behind one part-time admin.
The agents
5 agents. Each one earns its autonomy.
Agent
What it does
Autonomy
Human gate
Pipeline Hygienist
Stage conformance, missing next steps and stale opportunities flagged against your own stage definitions.
Notify
—
Opportunity Intelligence
Surfaces the specific evidence for and against each forecasted deal, from activity rather than opinion.
Auto
—
Record Enricher
Accounts and contacts enriched and deduplicated continuously, with source recorded per field.
Auto
—
Case Responder
Service Cloud cases classified, routed and drafted from your resolution history.
Review
Human approves customer-facing replies
Forecast Reconciler
Compares the roll-up against activity evidence and flags the gaps before the forecast call.
Flag only
—
Autonomy key — Auto: executes above 95% confidence. Notify: executes at 85–95% with notification and undo. Review: always queued for a human. Flag only: never acts, alerts a person.
What changes
Three shifts, not a feature list.
Stage definitions become enforced, not aspirational
Conformance is checked continuously rather than argued about monthly.
Forecast conversations start from evidence
Not from what each rep believes about their own deals.
Admin capacity stops being the ceiling
Maintenance work moves to a system; your admin does configuration and judgement.
The eval bench
What these agents have to pass before they touch real work.
- Stage-conformance accuracy against 200 historic opportunities your team has already audited
- Zero field writes without a logged, reversible action record
- Forecast-gap flags backtested against two quarters of actual slippage
Written against your data, not ours. The bench is built during Blueprint and runs on every deploy from then on.
Related
Where this connects.
See it on your Sales Cloud.
A Blueprint maps which of these agents pays off first in your exact setup — and which to leave alone.
Apply for a Blueprint