AI Powered HR Analytics

HR analytics consulting in India: answers, not dashboards

Seven's HR analytics consulting India practice turns the people data you already hold into diagnostic reports and decision memos. AI powered HR analytics finds the pattern. Then a senior practitioner checks it. Finally, every sprint ends in a ranked decision with an owner and a date to re-measure.

6fixed-scope offers, from health check to desk
2 to 6 wktypical length of one sprint
0new software to install
Attrition, diagnosedIllustrative
Annualised attrition, the dashboard view18.4%
Regretted share of exits61%
Exits within 18 months of joining44%
The pattern AI foundFive managers account for a third of regretted exits. The memo prices the fix and names the owner.

Sample data, not a client. Open the full sample readout further down this page.

What it is

What HR analytics consulting means when it serves a decision

HR analytics is the discipline of turning workforce data into evidence an executive can act on. First, it connects what your systems record, such as exits, tenure, cost and pay. Then it adds what your assessments reveal, such as capability and culture. As a result, it answers what a dashboard only points at: why is this happening, what does it cost, and which fix will move it?

Demand is rising fast. For example, Grand View Research puts India's HR analytics market at US$161.5 million in 2025. It expects growth of 16.8% a year from 2026 to 2033. However, many mid-sized companies hold rich HRMS data and have no analytics team. For them, a large consultancy is overkill. Meanwhile, another dashboard only avoids the question. So we built HR analytics services India organisations can use without an in-house team. In other words, you bring the data, and we bring the analysts.

Describe

Dashboards show what happened

Headcount, exits and cost are useful. However, they stop at the symptom and leave the cause to guesswork.

Diagnose

A diagnostic shows why

First, we find which people, which managers and which tenure bands drive the number. Then we test each cause against the data.

Decide

A memo says what to do

Finally, we price each cause, rank the fixes and name an owner. Each memo also carries a date when the data will say whether it worked.

Dashboard or diagnostic

HR diagnostic reports compared with an HRMS dashboard

Your HRMS dashboard is not wrong. Instead, it answers a different question, and our HR analytics consulting India work starts where it stops. Here is how the two differ.

 HRMS dashboardSeven HR diagnostic reports
The questionWhat happened?Why did it happen, what does it cost and what should we do?
The dataOne system's recordsHRMS, payroll, exit, survey and assessment data, joined
The outputCharts that need interpretingA readout and a ranked decision memo
The readerHR operationsThe CHRO, the CFO and business heads
The endingThe next refreshA re-measure date, so the analysis checks itself
What we offer

Six fixed-scope HR analytics consulting services, from health check to desk

Each HR analytics consulting India offer has a defined scope, output and end. So start small, and add the next one only when the first has paid for itself.

Offer 012 to 3 weeks

People Analytics Health Check

A first read of your HRMS, payroll and exit exports. You see how reliable the data is, which five metrics are worth tracking and which question to answer first.

Best when you do not know where to start.

Offer 023 to 4 weeks

HR Scorecard Build

The 15 to 20 people metrics that matter, defined in writing and wired to your own exports. As a result, every leader reads the same number.

Best when each team reports a different attrition figure.

Offer 03Flagship, 4 to 6 weeks

Attrition Deep-Dive

Employee attrition analysis that separates regretted from other exits and finds the drivers. It also models the cost of attrition in rupees, and ends in a ranked decision memo.

Best when exits are rising and nobody agrees why.

Offer 044 to 6 weeks

Engagement-Linkage Sprint

Survey scores joined to real outcomes such as exits, performance and absence. As a result, you see which scores move with results and which do not.

Best when survey results sit in a deck and change nothing.

Offer 054 to 6 weeks

Capability Analytics

Culture, competency and adaptability data from our licensed instruments, joined to your workforce data. See the section below for how it works.

Best when you want to link capability to business results.

Offer 06Quarterly retainer

Fractional Analytics Desk

A standing analyst team for quarterly reads, ad hoc questions and board packs, led by a senior practitioner.

Best when you need an analytics function but cannot hire one yet.

Durations are typical, not promised. First, we scope each one against your data and your question. Then, we confirm the length in writing before you commit.

Sample readout

Sample employee attrition analysis: what the readout shows

This illustrative Attrition Deep-Dive shows our attrition analytics on a fictional company, as an attrition root cause analysis. The format matches what HR analytics consulting India clients receive, and every number is made up. However, a live readout uses your data and your question.

18.4%Annualised attrition, the number your dashboard already shows
61%Of exits were regretted, meaning the business wanted to keep them
44%Of exits happened within 18 months of joining

Why regretted people left

Share of regretted exits by main driver, after tagging with the business.

Manager cluster34%
No visible growth path27%
Pay below market in two role families21%
Other reasons18%

What it cost, in rupees

Cost assumptions are agreed with finance before modelling, so nobody argues the total later.

Replacement hiring: agency, referral and sourcing₹1.7 Cr
Ramp-up and lost productivity until break-even₹2.9 Cr
Vacancy drag: unfilled seats and covered work₹1.4 Cr
Knowledge and client-relationship loss, a conservative proxy₹0.8 Cr
Twelve-month cost of regretted attrition₹6.8 Cr

The decision memo: three fixes, ranked

Most dashboards stop before this part. Here, we price each recommendation against the driver it targets. Then we give it an owner and a date when the data will show whether it worked.

Recommendation 01

Coach the five-manager cluster

Structured coaching and team-level diagnostics for the five managers behind a third of regretted exits. As a result, it is the highest-leverage and lowest-cost move on the board.

Cost ₹18 to 24 L against ₹2.3 Cr of driver-attributed loss.

Owner: CHRO and function heads
Expected movement: Regretted exits in the cluster down 40% in 12 months
Re-measure: Quarterly, same model

Recommendation 02

Make the growth path visible

Published role-progression maps and a structured second-year conversation for engineering and client operations. Together, they target the months when “no visible path” does its damage.

Addresses ₹1.8 Cr of driver-attributed loss.

Owner: HR head and L&D
Expected movement: Exits at 12 to 18 months down 25% in 12 months
Re-measure: Half-yearly cohort read

Recommendation 03

Correct pay surgically, not across the board

The data supports correction for two role families sitting under market. However, it does not support the blanket revision under debate.

Estimated ₹60 to 75 L, against about ₹1.6 Cr a year for a blanket revision.

Owner: CFO and rewards
Expected movement: Pay-driven exits in the two families down 50%
Re-measure: Quarterly exit tagging

Illustrative only. The data is fictional, but the format is real. Likewise, we always report the five-manager finding as a pattern and never as a person.

Our edge

Capability analytics: assessment data joined to workforce data

Much workforce analytics India buyers see stops at HRMS records. However, we also hold assessment data from instruments we are licensed to use. Where you have used them, or choose to, we join that data to your exits, pay and performance. This workforce data analysis gives workforce intelligence that an HRMS alone cannot produce. Therefore you can ask better questions, and our workforce analytics services answer them.

DNA-25 competency data

Which competencies separate your strongest performers from the rest, by role and by level?

See DNA-25

Culture data

Which culture styles sit with your highest exits, and which with your best results?

See the OCI

Adaptability data

Where does resistance to change concentrate, and who is coping best?

See AQ

Leader feedback data

Which leader behaviours move with team results and team exits?

See Lens360 AI™
How it works

How AI powered HR analytics works, step by step

Every HR analytics consulting India sprint follows the same four steps, so you know what happens and when. In short, this is HR data analysis for decisions. AI does the heavy sorting. However, a senior practitioner reads every finding before you see it, and no output is AI alone.

We never predict which individual will leave. Instead, we find patterns in teams, role families and tenure bands. After all, that is where a decision can act.

Analytics that never checks itself is astrology. So every memo ends with a re-measure date. Then we run the same model again on that date.

01

Frame

First, we agree the decision your question serves and the cost assumptions with finance.

02

Collect

Next, you share standard HRMS, payroll and exit exports. Typically that covers 36 months. We install no software.

03

Analyse

Then AI sorts open-text exit comments into themes and finds clusters. A practitioner tests each finding against alternatives.

04

Decide

Finally, we present the readout and the ranked memo, with owners and a date to re-measure.

Handled with care

Responsible HR analytics consulting: privacy built into the method

People data is personal data. So we design every HR analytics consulting India engagement with the country's data protection law in mind.

Anonymised aggregates

First, every output is an aggregate with a minimum group size that we agree with HR. As a result, no individual can be identified in any chart or finding.

A pattern, never a person

Next, a manager cluster is reported as a pattern and handled privately. Our work is organisational intelligence, and by contract it is never surveillance.

Optional benchmark

Finally, where you consent, anonymised aggregates can join the India People Benchmark™ so you can compare yourself with peers. Saying no changes nothing about your work.

The Digital Personal Data Protection Rules, 2025 were notified in November 2025. According to the Press Information Bureau, they follow an 18-month phased timeline. We agree data handling in writing before we receive a single file. However, your own legal counsel should confirm what applies to you.

Who it is for

Who uses our HR diagnostics services

Organisations that hold the data and want one clear answer. Our HR analytics consulting India engagements start there.

CHRO or HR head

You hold the data

You have HRMS, payroll and survey data, yet no analytics team. However, the board wants reasons and numbers, not adjectives. Think of us as your people analytics partner. Our people analytics services give you both, in a form you can present.

CFO

You want the cost

You hear that attrition is a problem, but not what it costs. For example, the sample above prices regretted exits at ₹6.8 Cr. It also shows a narrower fix than a blanket pay rise.

Founder or CEO

You want a decision

You do not need another dashboard. Instead, you need to know what to change, who owns it and when you will know it worked. That is the memo.

At a glance

ScopeHR analytics consulting India, as fixed-scope sprints and a quarterly analytics desk
Typical length2 to 6 weeks per sprint, confirmed at scoping
Data we useStandard HRMS, payroll, exit and survey exports
OutputA readout, plus a ranked decision memo with owners and dates
Led bySenior practitioners, with 19+ years in HR and organisation development
Where we workSince we work from Mumbai, we serve organisations nationwide. We run HR analytics consulting Mumbai organisations rely on. We also serve Bengaluru, Delhi NCR, Hyderabad and Pune, so we cover HR analytics consulting across India.

Not sure what to ask? Start with the Health Check. As a result, you learn what your data can and cannot answer before you commit to more.

Start with a question

Tell us the people question you want answered

Share the question in your own words. Then we will say which HR analytics consulting offer fits, what data we need and how long it takes.

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Common questions

HR analytics consulting India: common questions

What is HR analytics consulting?
HR analytics consulting turns your workforce data into evidence for a decision. You may also see it called people analytics consulting or talent analytics consulting. At Seven, our HR analytics consulting India practice runs fixed-scope sprints. Each ends in a readout and a ranked decision memo.
How is this different from our HRMS dashboards?
A dashboard shows what happened. A diagnostic, however, explains why, prices the cause and ranks the fixes. Also, we use your HRMS exports as an input, so the two work together.
What data do you need?
Standard exports from your HRMS, payroll and exit process, usually covering 36 months. For some offers we also use survey or assessment data. We install no software.
How is AI used in your HR analytics?
AI sorts open-text comments into themes, finds clusters and drafts a first read. Then a senior practitioner tests each finding and writes the memo. We never score individuals or predict who will leave.
How long does it take and what does it cost?
A sprint typically runs 2 to 6 weeks, while the Fractional Analytics Desk is a quarterly retainer. First, we scope the work in a short conversation. Then we price each offer at a fixed scope, so there are no open-ended fees. For HR analytics services India buyers ask about most, this keeps budgets predictable.
How do you protect employee privacy?
Every output is an aggregate with an agreed minimum group size. We also handle data with India's DPDP regime in mind. In addition, the benchmark is optional, and your answer never affects the work.
Can you use our assessment data?
Yes. Where you have used our instruments, such as DNA-25, OCI or AQ, we can join that data to workforce records. If you have not, however, we can start with HRMS data alone.
Where do you deliver HR analytics consulting in India?
We work from Mumbai and serve organisations nationwide. Because the data arrives as exports and we present online or in person, location rarely matters.
How is this different from the People OS Diagnostic?
The People OS Diagnostic™ looks across the whole people system, including hiring, development, measurement and alignment. HR analytics, by contrast, goes deep on the data you already hold to answer one question. So many clients start with one and add the other.

Turn your people data into a decision

Start with one question. Then we will say which offer fits, what we need and how long it takes.