01
Read the signal
先确认字段、粒度和退款口径，再让趋势和比较进入同一个视野。
OPERATING SYSTEM FOR NUMBERS
Turn rows
into decisions.
把订单表格变成有依据的经营判断。LensFlow 让团队确认口径、看懂变化，并把每个结论带回到真实数据。
4metrics in one view
2.4ssample query runtime
100%traceable sample rows
LIVE PREVIEW / SEPTEMBER 2026 Sample data
NET SALES¥ 184,260
+18.4%
01 Sep30 Sep
Signal foundApparel refund rate
up 12.6 pts
up 12.6 pts
Evidence ready4,821 rows
across 3 versions
across 3 versions
BUILT FOR PEOPLE WHO CHECK THE NUMBERS
ordersinventoryfinancegrowthoperations
THE LENSFLOW METHOD
Clarity is a workflow,
not a style.
从文件进入的那一刻起，LensFlow 都把数据版本、指标口径和计算依据留在画布里。你看到的不只是答案，还有它为什么成立。
02
Follow the proof
每个关键数字都指向数据版本、筛选条件和确定性计算结果。
03
Tell the story
把结论整理为可以复盘、导出和继续追问的经营报告。
FROM TABLE TO REPORT
A calm place to
ask better questions.
LensFlow 的工作台让输入、口径和结果在同一个连续流程中发生。每次分析都有一个可以回到原始数据的路径。
01ImportCSV / XLSX
02Definemetrics & rules
03Asknatural language
04Reportproof included
“
When the number is clear,LENSFLOW DESIGN PREVIEW / SIGNAL GRAPHITE
the next decision gets lighter.
NEW ANALYSIS / STEP 01 OF 03
Bring the table in.
Start with the source you already trust. LensFlow will check its shape before you ask a question.
01
DataImport & check
02
QuestionDefine the lens
03
ReviewRun analysis
Drop an order export here
CSV or XLSX · up to 50 MB · one row per paid order
Sample dataset loaded for preview
PREVIEW / SAMPLE_ORDERS_SEPTEMBER.CSV
4 rows · 5 columns
What LensFlow sees
| order_id | paid_at | category | paid_amount | refund_amount |
|---|---|---|---|---|
| A-1042 | 2026-09-01 | Books | ¥100.00 | — |
| A-1043 | 2026-09-01 | Books | ¥200.00 | ¥50.00 |
| A-1044 | 2026-09-02 | Apparel | ¥300.00 | ¥300.00 |
| A-1045 | 2026-09-02 | Apparel | ¥400.00 | — |
ANALYSIS / SAMPLE ORDERS V3
September category health
“Compare paid amount and refund order rate across categories. Flag what deserves a closer look.”
ORDERS4paid orders in scope
PAID AMOUNT¥1,000gross paid amount
NET SALES¥650after ¥350 refunds
REFUND RATE50%2 of 4 orders
CATEGORY COMPARISON
CNY · selected period
Paid amount vs. net sales
DAILY SIGNAL
+12.6%
Net sales trend
Sep 01Sep 15Sep 30
LENSFLOW SIGNAL
01 / 02
Apparel carries the volume, but also the risk.
Apparel contributes 70% of paid amount while its refund order rate matches Books at 50%. Net sales land at ¥400 after a full refund on order A-1044.
CALCULATION BASIS
Why this answer is trustworthy
Source versionsample_orders_v3.csv
ScopePaid at · Sep 01–30
Formulapaid − refund_amount
Rows used4 valid orders
PLATFORM OPERATIONS / OCT 01, 2026
Keep the signal healthy.
Metadata first. Every sensitive action is explicit, scoped and written to the audit trail.
ACTIVE USERS248+14 this week
ANALYSIS RUNS1,284+18.2% vs last period
ERROR RATE0.8%−0.3 pts · 7 days
QUEUE DEPTH124 waiting over 2m
LIVE TASKS
What is running now
September category healthMinmin Love · analysis · 38s
computing
Orders import / v12Hana Retail · dataset · 2m ago
complete
Refund watchlistNorthstar · analysis · 4m ago
retrying
SERVICE HEALTH
5 / 5 healthy
Quietly watching
API
96ms
Worker
1.2s
Database
18ms
Storage
42ms
Last checked 8 seconds ago
AUDIT TRAIL
Recent changes
ML
Minmin Love confirmed field mapping 2 minutes ago · dataset v3
OP
Platform admin updated model timeout 18 minutes ago · production
HL
Hana Retail created a report 42 minutes ago · report #129
USAGE / LAST 7 DAYS
No token data
Requests by day
Sep 25Today