OpenAdaptEvaluate a workflow

Lending operations

Move lending operations through the final UI-only mile.

Keep supported APIs and exports as the primary integration path. When a repeated lending operation still ends in a form, portal, or work queue, demonstrate that last-mile step once. OpenAdapt compiles it into a governed local program whose healthy runs make no model calls and whose business effect can be checked independently.

Evaluate a workflowBack to home

Real reference workflow

From demonstration to verified Frappe write

Synthetic local data, real Frappe Lending interactions, and an oracle outside the replay path.

  1. 1.0

    Demonstrate

    Complete one synthetic Loan Application while OpenAdapt captures the browser evidence and input events.

    Captured Frappe Lending frames showing a synthetic loan application demonstration being completed and saved.
    Demonstrate — captured Frappe Lending frames · synthetic local fixture
  2. 2.0

    Compile

    Turn the demonstration into a parameterized, inspectable workflow with a declared business effect.

    workflow.jsoncompiled
    workflow
    create-loan-application
    parameters
    email · phone · product · amount · term
    target
    Loan Application form
    effect
    exactly one matching record
    healthy run
    deterministic · zero model calls
    Compile — inspectable task contract derived from the recorded synthetic workflow
  3. 3.0

    Replay

    Execute the compiled steps locally against Frappe Lending without asking a model to reinterpret the task.

    OpenAdapt deterministically replaying the compiled synthetic loan application workflow in Frappe Lending.
    Replay — real compiled run · local, model-free, independently checked
  4. 4.0

    Verify the write

    Check the saved record through a separately authenticated read-only REST session and a direct SQL delta audit.

    independent effect evidenceverified
    • REST readbackexact fields matched
    • SQL delta+1 Loan Application
    • Collateral auditnon-target digest unchanged
    • Execution6/6 compiled trials correct
    0 silent incorrect successes0 over-halts0 model calls
    Verify — three baseline and three cosmetic-drift compiled trials; scoped to the pinned local reference environment

Frappe Lending v16.2.0, Frappe v16.27.0, and ERPNext v16.27.0 were pinned in a local fixture with fictional values. The six compiled trials cover one task on one environment under baseline and cosmetic-drift conditions. The evidence manifest records the exact software, task, oracle, media hashes, and scope. OpenAdapt is unaffiliated with Frappe Technologies Pvt. Ltd.; Frappe is its registered trademark.

Inspect evidence manifest

Keep borrower data inside its declared boundary

Original recordings stay local. If a hosted or cross-boundary workflow is enabled, only a sanitized derivative admitted by destination policy may upload; policy can require local review and approval of its exact hash. Live observations can contain borrower data again, so they remain inside the declared managed, BYOC, or on-prem trusted runtime boundary. Browser workflows use the managed path; any private or deployment-specific UI-only gap is qualified inside a customer-controlled deployment.

Where the execution layer fits

  • Complete a repeated application, servicing, or operations step that remains after supported APIs and exports.
  • Compile the demonstrated UI step for the approved queue, form, or portal inside its declared execution boundary.
  • Hand QC and compliance an illustrated report of every run: what ran, what it saw, what changed.

Put one lending workflow into production

Bring one repeated UI-only step and the system of record that proves its outcome. We'll map the deployment, verification, shadow run, and supervised rollout.

Evaluate a workflow