High volume of unstructured material
CASE 04 · FINANCE OPERATIONS
Intelligent Finance & Tax Production System
Document recognition, validation, tax reasoning, and client support work as one traceable production chain.
3.2×target: monthly document capacity
ServicesMultimodal recognitionRule validationClient supportHuman review
01
BEFORE · THE FIELD
As volume grows, headcount and risk often grow together.
Receipts, contracts, and client material demanded repeated handling while senior advisers carried both complex judgment and routine questions.
Rule decisions needed evidence
Routine questions still needed timely answers

SYSTEM · FINANCE PRODUCTION CHAIN01Kimi K3Research, context, and reasoning 02DifyKnowledge and applied assistant 03n8nWorkflow and event orchestration 04OpenClawCross-system operations 05CodexTools, integrations, and delivery
Put recognition, validation, judgment, and communication back in the right place.
Digital workers understand material, validate it against rules, preserve evidence, escalate complex cases, and keep routine support moving.
OUTCOME · TARGET METRICS
Reserve expert time for the decisions that truly need it.
These are suggested trial-stage ranges and will be replaced by verified client data using the same measurement definition.
target lift in monthly document capacity
target routine-validation automation
target audit-trail coverage

