‹ Real World Examples
Precomputed example · Banking

What a Loan Operations department becomes

The same tasks, redistributed. Agents pick up the repeatable work, the roles that remain rebundle around judgment and oversight, and a few new roles appear to keep the agents honest. Nothing here is a headcount cut. It is a picture of where the work goes.

Automate: agents run it, people audit by exceptionAugment: person plus agent, the re-skilling surfaceHuman-only: judgment, empathy, accountability
Pane 1

Workflow Reimagined

Each workflow splits into agent-led stages and human-led stages, with the handoffs your team keeps between them.

Loan Renewal and Modification

7Agent-led
1Human-led
1Handoffs
Pane 2

Workforce Reimagined

One card per role. Open a card to see which tasks move to agents, what new work the redesign creates, and how the role rebundles.

Mortgage Loan Originator
2 to agents
Tasks moving off the role
  • Submit loan applications to processing and underwriting for approval.
  • Complete required management reports.

The role shifts away from administrative submission and reporting, focusing more heavily on the non-candidate sales activities and high-touch customer application management.

Mortgage Specialist
1 to agent
Tasks moving off the role
  • Gather and format data into regular and ad-hoc reports and dashboards.

Relieved of manual data formatting and dashboarding, the role focuses on customer advocacy and strategic operational input.

Mobile Mortgage Specialist
1 to agent
Tasks moving off the role
  • Complete all compliance training and attestations within required timelines.

Administrative compliance tracking is automated, allowing the specialist to focus on business development and customer advisory.

Credit Analyst
1 to agent+1 new
Tasks moving off the role
  • Complete indicative credit information in banking systems with little to no errors.
New work this role picks up
  • Review and synthesize agent-aggregated financial data to draft proposed loan modifications and credit memos.
    The redesign requires a human-with-agent (Centaur) to synthesize analysis and draft modifications after the agent completes data aggregation.

The role evolves into a high-level synthesis and decisioning role, moving from data entry to reviewing agent-generated financial aggregates to finalize credit memos.

Mortgage Loan Officer

Maintains a primary focus on relationship management and consultative selling, with minimal impact from the specific renewal workflow automation.

Loan Assistant
4 to agents
Tasks moving off the role
  • Direct documents to the appropriate parties.
  • Coordinate the preparation of required loan documentation.
  • Coordinate the execution of loan documents.
  • Follow up with clients, insurance agents, title companies, and attorneys for missing loan documentation.

Significant reduction in manual coordination and document routing as agents now handle legal agreement generation, e-signature coordination, and system updates.

New roles the redesign creates

Agentic Operations Overseer

Seeded from Credit Analyst, Loan Assistant
  • Review and synthesize agent-aggregated financial data to draft proposed loan modifications and credit memos.
Pane 3

Balance Sheet Reimagined

The redesign as a ledger: what moved, what is new, and how each role's task load nets out.

5
Roles that rebundle
1
New roles created
9
Tasks moving to agents
RoleTo agentsNew workNet change
Mortgage Loan Originator20-2
Mortgage Specialist10-1
Mobile Mortgage Specialist10-1
Credit Analyst1+10
Mortgage Loan Officer000
Loan Assistant40-4
How this was built
  • Roles and tasks come from our task corpus, not from any one company. The classifier is the same one behind Explore.
  • The redesign was generated and validated offline, then committed as a fixed example. It is industry-generic and carries no company-specific or tenant data.
  • Headcount is left out on purpose. This shows where work goes, not how many people do it.
  • In a tenant, the same engine runs on your own department, and every move is a proposal your team accepts or edits before anything changes.