Production AI Agent Teams

Case studies for teams replacing manual work with governed AI execution.

PERCO deploys specialized AI agents across operating workflows: property intelligence, ecommerce operations, legal intake, finance controls, customer support, and growth production.

PI
Property IntelligenceLead triage, listing quality, tenant fit, compliance checks
72% faster
EC
Ecommerce OpsCatalog, support, campaign, inventory decision loops
4.3x output
LG
Legal IntakeDocument review, risk summaries, client preparation
58% less admin
FC
Finance ControlsInvoice checks, budget alerts, audit-ready summaries
24/7 guardrails
Evidence Brief

Before and after workflow

A PERCO.AI case study starts with a manual workflow, maps the required evidence, defines the agent roster, and records the approval gates used before production expansion.

Before: fragmented intake, missed follow-up, manual summaries, and limited visibility into which source data supported each decision.

After: specialized agents gather evidence, draft outputs, route exceptions, and keep human approvals attached to the final record.

Implementation steps: choose the workflow, define constraints, connect approved systems, run a pilot, review exceptions, then expand the team.

Risk controls: budget limits, action approvals, source links, audit logs, and escalation triggers remain visible in each deployment.

Use-Case Library

Independent agent teams for high-friction operating work.

Each case starts with a measurable workflow, clear governance rules, and a working agent roster that can be extended through the PERCO marketplace.

PI

Property Intelligence

AI agents enrich listings, score inbound renters, detect compliance risk, and prepare next-best actions for leasing teams.

72%faster triage
3.1xlead coverage
EC

Ecommerce Operations

Catalog, campaign, support, and inventory agents coordinate daily merchandising decisions without losing audit context.

4.3xcontent output
38%fewer tickets
LG

Legal Intake

Document-review agents summarize facts, flag missing evidence, draft intake notes, and keep attorney approval gates intact.

58%less admin
100%approval gates
FC

Finance Controls

Invoice, cash-flow, and budget agents spot anomalies, prepare reconciliations, and escalate exceptions with source evidence.

24/7monitoring
44%faster close
CS

Customer Support

Support agents classify issues, draft replies, find policy answers, and route sensitive cases to the right human owner.

31%higher CSAT
2.6xagent capacity
GP

Growth Production

Research, content, SEO, and outbound agents produce weekly campaigns while keeping brand, budget, and compliance policies visible.

5xcampaign speed
0orphan drafts
Deployment Pattern

The same architecture across every case.

PERCO keeps execution useful by pairing each agent team with source data, policy boundaries, human approval, and measurable outcomes.

1

Map the Work

Define the manual workflow, required evidence, decision rights, and exception paths.

2

Deploy Agents

Assign specialized agents with clear tools, memory scope, and approval boundaries.

3

Govern Runs

Monitor outputs with audit logs, budget controls, and escalation policies.

4

Scale the Team

Add marketplace skills and role-specific agents as the workflow expands.

Bring one PERCO case into your operating model.

Start with a Workflow →