See Labour Cost per Order, Not Just Headcount
An online business measures every order, while its people data is rarely as sharp. Our HR analytics and management reporting services define the measures, bring agency and own labour into one view, report early attrition and give management a short pack, weekly in peak and monthly otherwise, that answers questions on cost, cover and exits while there is still time to act.
The starting point
Do Your Reports Arrive Before the Decision, or After?
Cost per order is known by centre, and the labour behind it is not split into permanent, agency and overtime. Reports arrive monthly, after the sale is over, and different teams quote different headcounts.
We help you choose a short set of measures, define each one and deliver them at the pace of the business.
You may be experiencing:
- Labour cost per order known only at a high level, with no split between permanent, agency and overtime.
- Agency and own labour reported by different people, so the premium paid is hidden.
- Early attrition not reported, so the cost of replacing and retraining leavers is invisible.
- Reports arriving monthly, after the peak has passed and the decisions have been made.
- Different headcounts quoted by operations, finance and HR for the same centre on the same day.
- Support staffing not set beside ticket volume, so queue and cover are discussed separately.
- A report that is long, rarely read and not tied to any decision.
What we can help with
Our HR Analytics and Management Reporting Services for E-commerce and D2C
Measure Definitions
Agree what each measure means, such as headcount, attrition, early exit, attendance and labour cost, and where its figures come from, so it reads the same in every report.
Labour Cost per Order
Combine permanent, agency, overtime and incentive cost with order volume, by centre and function, so management sees what labour contributes to the cost of an order.
Own, Agency and Gig View
Report all three groups together, with headcount, cost and attendance, so the premium paid for flexibility is visible.
Early-Attrition Report
Show exits in the first fortnight by shift, source and supervisor, with an estimate of replacement cost.
Support Cover Against Volume
Set agent numbers and shift cover alongside ticket volume, response and resolution measures, by hour or by day.
Peak Weekly Pack
Design a one-page weekly view for peak showing staffing against plan, absence, overtime, ramp status and open positions.
Monthly HR Pack
Build a short monthly pack covering headcount movement, cost, attendance, hiring, attrition and training, with a few lines on what management should decide.
Dashboard Specification and Review
Specify the dashboard, data owners and review meeting, and set a rhythm for refining the measures.
The deliverables
What You Receive
Depending on scope, your engagement can include:
- A measure dictionary.
- A labour cost per order view by centre.
- A combined own, agency and gig report.
- An early-attrition report.
- A support cover and volume view.
- A weekly peak pack and a monthly pack.
- A dashboard specification.
- A review meeting agenda.
Step by step
How We Work
Ask What Decisions the Pack Serves
We ask management which three or four decisions the pack should inform, and which reports are read today.
Define and Source the Measures
We agree definitions, find the data and note where sources disagree.
Design the Pack
We draft the weekly and monthly packs and test them with the people who will use them.
Set Up the Cycle
We configure reports on the GullyHR platform or your system, agree owners and set the dates by which data arrives.
Review and Trim
We review the pack after the first cycles, remove what is not used and compare the quality of data with the baseline we recorded.
The difference
Make Decisions With the Numbers in Front of You
A short, well-defined reporting pack helps you:
We do not promise outcomes. We record a baseline before work starts, covering the headcount figures currently quoted by different teams, labour cost per order by centre, early exits and the age of each report when it reaches management, and report against it, so you can see what changed and what did not.
- Quote one headcount.
- See labour cost per order by centre.
- Show agency and own labour together.
- Spot early attrition while it can be fixed.
- Set support cover beside volume.
- Review weekly during peak.
Find your fit
Who This Service Is For
Multi-Centre Fulfilment Networks
Compare centres on common definitions.
Finance and Operations Leaders
See labour as part of cost per order.
Support-Led Businesses
Compare staffing with ticket volume.
Businesses Using Agency Labour
Show the real cost of flexibility.
Fast-Growing D2C Brands
Build a short pack before reports become a burden.
How it usually shows up in e-commerce and d2c
An e-commerce business measures every order, and its people data is rarely as sharp. Cost per order is known by centre, while the labour behind it is not split into permanent, agency and overtime. Agency and own labour are reported separately, so the premium is hidden. Early attrition is not reported, so the cost of replacing and retraining leavers is invisible. Reports are monthly and arrive after the peak has passed.
Common challenges
Where it goes wrong in e-commerce and d2c
Labour cost is not tied to orders
Cost per order is known and the labour behind it is not broken down.
Agency and own labour are separate
Two sets of numbers, two views of cost. A premium of a few rupees per hour on hundreds of agency staff is a large number that nobody has added up.
Early attrition is not reported
The cost of replacing early leavers is invisible.
Reports are monthly
By the time the figure is produced, the peak has passed.
A better process
What a working version looks like
- 01
Report labour cost per order by centre
With permanent, agency and overtime split, weekly. The HR reporting and analytics work defines the view.
- 02
Show agency and own labour together
One view of hours and cost, so the premium is visible.
- 03
Report early attrition by shift
Leavers in the first fortnight and the cost of replacing them.
- 04
Make it weekly in a peak
A short page for the centre head and the COO every week. Keep it to one page, so a centre head reads it between orders.
What to check this week
- Ask for the labour cost per order at your two largest centres.
- Check whether agency hours and cost are in the same report as permanent staff.
- Find the number of early leavers by shift.
- See how old the figures are when the COO reads them.
- List the three questions the COO asks most about labour cost.
What this looks like in e-commerce and d2c
The parts of hr analytics and management reporting that are specific to this sector, rather than general.
E-commerce HR Dashboard
Manning, throughput and churn.
What this coversHide
E-commerce HR Dashboard
Manning, throughput and churn.
What this coversHide- Headcount by function and fulfilment centre
- Own vs contract vs gig
- Staffing against volume
- Attendance and absenteeism
- Overtime cost
- Peak ramp status
- Attrition by function
- Support roster coverage
- Open positions
- Employee cost per order
- Training completion
Questions on this, in e-commerce and d2c
It is the cost of the people involved in fulfilling an order, divided by the orders handled. It shows how permanent, agency and overtime labour affect the cost of each order, and where it differs across centres.
Because separate reports hide the premium. When both are in one view you can see headcount, cost and attendance together, and compare what flexibility costs against what it provides.
Weekly during a peak, so decisions can still be made, and monthly otherwise. After a sale, a short review in the following fortnight uses the same measures.
We say so. Each measure carries a note on its source and quality. Where data is missing, we propose the simplest way of collecting it and report what can be shown now.
Where the data sits on the GullyHR platform or a system we can configure, reports can be set up to refresh on a schedule. Manual inputs are reviewed by their owners before the pack is shared.
We focus on clear reporting of what has happened and what is happening now. Where a simple projection is useful, such as staffing against a forecast, we show it as a plan and not as a certainty.
The founders or senior leadership, finance, operations and HR leads. We shape it around the decisions each group takes, and we prefer a short pack read by many to a long one read by few.
We agree the definition, name the source of truth for each group and show where the figures differ. Often the gaps come from timing and from agency staff, and once they are explained the numbers stop disagreeing.
Labour cost per order by centre, agency versus own labour, overtime, early attrition by shift and absenteeism. These show where labour is costly or leaving.
Because it is a large part of cost and carries a premium. Seen separately, the total is hidden.
Weekly in peak and monthly otherwise. A report that arrives after the peak can only explain. Keep the same layout each week, so changes stand out.
By cost per order, adjusted for size and product mix, and by labour mix. Compare like with like.
Labour cost per order, split between permanent, agency and overtime. It shows at once where the cost is and what to change.
Build a Pack Management Will Actually Read
Tell us what you report today and what decisions it should support, and we will suggest where to begin.
Prefer to talk first? Call +91 80958 58589 or write to hello@gullyhr.com.
Book an HR Reporting Consultation
Tell us about your reports and data sources.
The general method — what hr analytics and management reporting covers, the questions it answers and what an engagement produces — is the same whatever the sector, and is set out on the hr reporting and analytics page. What is above is the part that differs for e-commerce and d2c.
To run this in a system rather than on paper, see reports, analytics and automation.
Other HR topics for e-commerce and d2c
Selling a particular kind of product?
We have HR pages for 78 product categories, from footwear to software, and 436 subcategories within them.
Where to start
Most engagements begin with a review of how this runs in your business today, then a written process and the sequence to implement it.
See all HR topics for e-commerce and d2c, or another industry.