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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.

01

High volume of unstructured material

02

Rule decisions needed evidence

03

Routine questions still needed timely answers

SYSTEM · FINANCE PRODUCTION CHAIN

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.

01Kimi K3Research, context, and reasoning
02DifyKnowledge and applied assistant
03n8nWorkflow and event orchestration
04OpenClawCross-system operations
05CodexTools, integrations, and delivery
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.

012.5–4×

target lift in monthly document capacity

0260–75%

target routine-validation automation

03100%

target audit-trail coverage

Next outcome

Content & Influence Growth

35% · target: faster creator response cycles

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