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AI Agent System · Enterprise Workflow

Let AI run the
repetitive admin work

Save 40%+ of repetitive admin time for small and mid-size organizations — from meeting notes and document drafts to FAQ replies and weekly reports.

890 hr

Monthly hours saved in a 500-person sample

30 min

Meeting to minutes and action items

50+

Workflow modules and counting

Q1 — Why adopt this

How many hours is your team burning every week?

Your admin staff is carrying five jobs at once. These four leaks can be handled by agents.

Meetings end with five versions of the truth

Action items are manually cleaned up and tracked from memory. One missed item turns into another alignment meeting.

2–4 hours lost after every meeting

The same questions get answered every day

Pricing, rules, forms, and contacts keep coming back to admin staff. An FAQ agent can handle the first pass around the clock.

70% of support questions are repetitive

Documents start from scratch every time

Proposals, notices, and event documents are rebuilt from old files. Formatting drifts, wording changes, and reviews repeat.

3–5 hours per document

Weekly reports are stitched from four places

Progress is collected, cleaned, formatted, and sent every week. A report agent prepares the draft so a human only reviews it.

6–8 hours per weekly report

Q2 — ROI

Enter your salary level and calculate ROI instantly

Use admin headcount, salary level, and AI replacement rate to estimate the monthly labor cost that can be released.

ROI calculator

Based on McKinsey 2017 "A future that works", 53-65% of office support / administrative work can be automated; Goldman Sachs 2023 estimates 46%. This calculator uses the median range.

Your company saves each month

US$2,393

US$28,710 saved per year

Plan B fits best (Mid-size flagship)

Plan B annual cost US$11,500

Net saving +US$17,210 / year

Equals 1.65 fewer full-time admin hires

Plan A — Light Launch

Annual cost
US$4,800
Best fit
1-2 admins
Positioning
For small teams

Built for teams with 1-2 admin staff

Plan B — Operating System

Recommended
Annual cost
US$11,500
Best fit
3-7 admins
Positioning
Mid-size flagship

Net saving +US$17,210 / year

Plan C — Enterprise Scale

Custom quote
Monthly fee from
US$3,400+
Setup
From US$4,800
Best fit
8+ admins

Built for enterprises with 8+ admin staff

Gross monthly saving = admin headcount x average salary x AI replacement rate. Plan C is scoped individually and does not show a net-saving estimate on this page.

Q3 — Why us

Not another tool. A working system.

The 50+ modules come from real operational workflows, not generic software packaging.

According to McKinsey 2017 research, 53-65% of administrative work can be automated by AI. Your 3 admin staff, with AI taking over, equals 1.65 fewer full-time hires.

01

Custom agent system

Knowledge bases, workflow rules, and output formats are built around your organization. The AI understands your terms and process.

Dedicated workspace · NDA included

50+

Built workflow modules

Meeting Assistant, Document Generator, FAQ Bot, Inbox Assistant, Weekly Report Engine, and more modules already validated in real teams.

New modules keep shipping

90

day ROI review

After launch, we come back on day 90 to compare expected and actual saved hours. If the numbers miss, we tune the system with you.

Exportable knowledge base

For internal buy-in

Three sentences managers can repeat upstairs

Make the benefit concrete for the people approving the budget.

Labor cost

"This frees 40 admin hours per month. At a US$1,300 monthly salary, that is US$320 worth of time — one quarter of an extra assistant without hiring."

Best for: Secretary generals and admin leads

1

Hiring cost

"If you are about to hire an assistant at US$15,500 per year, Plan B costs US$11,500 per year and removes a large chunk of repetitive work without onboarding or turnover."

Best for: Managers currently recruiting

2

Hidden loss

"A bad meeting record or a missed approval costs more than the time to fix it. The monthly fee is a fraction of one deadline miss."

Best for: Operations and executive assistants

3

FAQ

Questions you may ask

How is this different from buying ChatGPT?+

ChatGPT is a general tool. You still need to prompt it from scratch. We build a workflow system around your knowledge base, templates, and operating rules.

What to say: ChatGPT is a tool. This is a system. A tool needs an operator; a system lets the workflow run.

What if the setup fee is high and the result is weak?+

The setup fee covers implementation. We set a day-90 ROI review and tune the system if saved hours fall below the estimate.

What to say: The setup fee is close to trying one admin assistant for a month, but you can stop the subscription and export the knowledge base.

Does a small organization really need this?+

Small teams often need it most because one person carries five jobs. Plan A is designed for 10–30 person teams starting with one workflow.

What to say: Solve the most expensive repetitive workflow first, then decide whether to expand.

How much training do staff need?+

We start with the work staff already hate doing: meeting notes and document drafts. Training happens through real cases, not abstract tutorials.

What to say: We do not drop a system and leave. We run it with your team until the first workflow is stable.

Is our data safe?+

The service uses enterprise-grade APIs, a dedicated workspace, and a standard NDA. During discovery, we also decide what should and should not enter the knowledge base.

What to say: Dedicated workspace, NDA, and exportable data are the baseline.

Can we stop after signing?+

The subscription has no minimum term. The setup fee is one-time implementation work, and your knowledge base can be exported.

What to say: You are buying the system, not locking yourself to our platform.

Testimonials

What users report after launch

"After every board meeting I used to spend an entire afternoon cleaning up notes and sending action items. With the meeting assistant, the record and follow-ups are ready in 30 minutes."

Association secretary general

Nonprofit association · Plan B

Pain: six committees, meeting records delayed by more than a week

"Our sales assistant answered the same twenty questions every day. Once the FAQ bot handled those, the assistant could focus on cases that actually needed judgment."

Operations director

Language consulting company · Plan B

Pain: repetitive support email took 70% of admin time

"Weekly reporting used to take nearly one full workday across four departments. Now the report agent pulls the draft together and I only review before sending."

Planning specialist

Mid-size trading company · Plan C

Pain: weekly reporting across four departments took eight hours

Pricing

Three plans for three operating scales

Tell us your team size and workload. We help decide where to start.

Plan A

Light Launch

10–30 person teams

US$320 / mo

+ US$900 one-time setup

Hours saved / mo
18 hr
Annual cost
US$4,800

Best for starting with one module and upgrading after the effect is visible.

Book discovery

Recommended

Plan B

Operating System

30–150 person teams

US$800 / mo

+ US$1,900 one-time setup

Hours saved / mo
46 hr
Annual cost
US$11,500

US$11,500 per year vs US$15,500 for one hire — US$4,000 saved.

Book discovery

Plan C

Enterprise Scale

200–1,000 person companies

US$3,400+ / mo

Custom scope · setup from US$4,800

Hours saved / mo
890 hr
Annual cost
Custom

For larger organizations rolling out multiple workflows with a custom ROI model.

Book discovery

Try before deciding

Run one meeting and inspect the output first

We complete the first AI meeting note for you. See the result in 30 minutes, then decide whether to continue.

Request trial

Start with a 20-minute call and find the highest-value workflow

We discuss setup only after the workflow is clear. No pressure, no hidden fees.