WorkPlan · AI Productivity Insights

Staff work-log analytics

AI-Quantified Productivity · Manager Dashboard

Managers stop asking “where are we?” and staff stop writing daily reports — AI turns a 5-second log into data you can decide on

5 sec
Staff logging time
0 lines
No daily reports to write
Weekly/monthly
Generated by AI
100 people
Team limit
Overview · Product brief
Built and operated in-house by OTSM
Last updated 2026-09-04

The employee work progress analytics system uses AI to compile daily work logs, quantify productivity and track project milestones. Staff log in 5 seconds, AI sorts it automatically, managers read weekly and monthly reports in one click.

Pain points · What happens every day

If any of these situations has you stuck, Employee Work Progress Analytics was built for it.

Staff hate writing daily reports

Another 30 minutes before leaving to write a report; the key points never surface, it reads as a list of trivia, and managers do not read it.

Managers cannot see where staff are stuck

“Where are we?” asked 5 times a week. Staff say “almost done”, and the weekend turns into two weeks.

Weekly and monthly reports pieced together by hand

10 people on the team write daily reports and HR spends a whole day merging them into the weekly one; the monthly report slips to mid-month.

Real productivity stays invisible

Clock-in hours alone mean nothing, yet you still cannot tell who is delivering, who is stuck and who needs support.

Features · Six core capabilities

Every feature was shaped by a real user pain point.

Staff log in 5 seconds

Enter today's finished items fast on phone or desktop, with speech-to-text, sticker check-in and templates.

AI sorts and analyzes it

The system tags projects, estimates hours, spots repeated work and flags “stuck” and “stalled” signals.

One-click manager dashboard

Weekly and monthly reports generated automatically, team output heatmaps, cross-department comparison, instant alerts on unusual hours.

Project milestone tracking

Works with your OKR / KPI targets, fills progress back automatically, keeps the big picture visible.

Stuck / overwork alerts

When AI sees no progress for 3 days, or a single day of >12 hours, it prompts the manager to check in.

Private data × staff friendly

Staff see only themselves; managers see only their own team. No tattling, no second-by-second monitoring: a tool, not a surveillance camera.

How it works · The process

Four steps from start to running.

  1. STEP 1
    Import your org + set up

    Upload the staff list, create departments, set OKRs and projects. Base setup done in 15 minutes.

  2. STEP 2
    Staff check in daily in 5 seconds

    Before leaving, take 30 seconds on phone or desktop to note what you did; stickers and voice work too.

  3. STEP 3
    AI analyzes and organizes

    Overnight the system sorts the day's data: classify, estimate hours, detect anomalies, produce a daily summary.

  4. STEP 4
    Managers read the dashboard

    Open the console at 9 on Monday morning: one chart shows last week's team status and this week's priorities.

Use cases · Who it fits

Not sure it fits you? Start with these scenarios.

SME teams of 5 to 100

Smaller firms with no budget for heavy PM software that still want measurable management.

Remote / hybrid teams

With staff out of the office, a tool matters more: managers see progress, staff see the work.

Project-based / consulting

Service firms tracking many clients and projects and calculating billable hours.

Schools / administrative units

Teaching R&D progress, admin workload and program execution all become measurable.

Pricing · Plans and prices

Plans and prices

No long contract, no annual lock-in, upgrade or downgrade anytime. Prices are pre-tax NT dollars, valid as of the 2026-09-04 update of this page.

Free

NT$0Free forever
  • Teams of 3 or fewer
  • Basic daily reports
  • Auto weekly reports
  • Email support
Recommended plan

Team

NT$99/user/month
  • Unlimited users
  • Advanced AI analysis
  • OKR / KPI integration
  • Stuck alerts
  • API access

Enterprise

NT$199/user/month
  • All Team features
  • Custom dashboards
  • Dedicated success manager
  • SSO single sign-on
  • SLA guarantee
FAQ · Common questions

The questions we are asked most about Employee Work Progress Analytics.

Another question? Leave a message at the foot of the page; we reply within one business day.

Will this become a tool for spying on staff?

We stay staff friendly: employees see only themselves, managers only their team, no second-by-second screenshots, no keylogging. A tool, not a surveillance camera.

Does it overlap with Notion / Trello / Asana?

No. Notion / Trello are “I organize my own tasks”; this system is “AI organizes for you and quantifies team output”. They are complementary.

Will staff actually log every day?

It takes 5 seconds, with voice / stickers / templates. In company rollouts, 90% of staff kept using it.

Is the data safe? What happens to data of staff who leave?

HTTPS end to end with servers in Taiwan. Data for departing staff can be exported then deleted, or kept anonymized for statistics.

Contact · Talk to us

Want to know more about Employee Work Progress Analytics?

Leave your requirements and book a free 30-minute consultation handled directly by an engineer. Integration with an existing ERP, POS or LINE Official Account can be discussed too.

Company address
Eighth floor unit five, No. 262 Henan Rd. Sec. Two, Xitun Dist., Taichung

After you submit, your mail app opens to send to service@otsmarketing.com.tw