Sachith Rai
Not a recruiter who became a CEO — a quality and systems thinker who built a search firm on the disciplines of rigour.
Connect on LinkedIn ↗Sachith founded Recruise in Bengaluru in 2006, after leading quality and operational excellence at Tata Group, HP, and HGS — Six Sigma, ISO audits, SLA management. He brought that engineer’s lens to hiring: what is this system meant to produce, what does the data show, and where does it fail? Applied to senior talent, that framing is genuinely rare.
From 2014 he began tracking every senior leader Recruise placed, for years after they joined, against a single question — did they stay. That discipline became the firm’s Rare-Hire Record. His work now runs to talent intelligence, skill benchmarking, and GCC feasibility, alongside a forward view: helping organisations move from cost-led GCCs to innovation-led ecosystems. He writes on GCC leadership, the economics of senior hiring, and where judgment and data meet.
Read more from Sachith.
The best senior hire is rarely the one who’s looking
The candidates who apply are self-selecting for availability, not calibre. Sachith Rai on why the market’s obsession with the active funnel quietly costs you the best seats.
Choosing the operating model before you choose the headcount
Whether the centre runs as a captive, a hub, or a shared-service backbone decides the roles you can even hire. Most plans skip the choice.
What Director–VP hires actually want, in their own words
Ask a senior candidate why they’d move and the answer is rarely the perks. It’s scope, a real mandate, and a line of sight to impact.
The eighteen-month exit cliff, and what sits under it
Senior joins that leave cluster around the same point. The cause was usually written into the offer, not the onboarding.
A short shortlist beats a long candidate pool
Volume is easy to produce and hard to act on. For senior roles, three names assessed against the brief outrun thirty who were merely available.
The three-year outlook: what the GCC hiring market looks like in 2029
Our read on where seniority, scarcity, and location are heading — drawn from the demand shifts already showing up in live mandates.
The published band and the closed offer are two different numbers
One is written by people not running mandates. The other is what the candidate actually signs. Only one of them should set your budget.
The first 90 days decide whether a centre leads or executes for years
Strong GCC heads spend the opening quarter earning the authority the title implies — mapping who really decides before making a single big call.
The roles AI is quietly creating inside GCCs
Not the ones in the headlines. The senior seats that appear when a function moves from doing the work to governing it.
The AI/ML salary band just snapped in two
The top of band hasn't moved — it has split. Two markets now operate side by side, and most benchmarks still price them as one.
BFSI GCCs are quietly de-coupling from their parent banks
Several of the largest BFSI GCCs we work with have moved to independent hiring authority in the last six months. The shift is structural, not cosmetic.
Most GCC AI pilots stall at the same place. Here's why.
We've mapped GenAI rollouts across the GCCs we work with. The failure mode is consistent — and it isn't the technology.
The consultancies are selling you a benchmark. You need a decision.
A published band tells you where the market was six months ago. Sachith Rai on why the big firms stop exactly where the useful part begins.
Span of control is where GCC org design quietly breaks
Too flat and managers drown; too deep and the centre calcifies. The right span is a hiring decision made a year in advance.
Manager quality is the real experience lever
People don’t leave companies, they leave managers — and at senior levels, one good leader outweighs a floor of amenities.
Counter-offers are biting again. They still don’t hold.
A candidate won back on money alone is rented, not retained. What the twelve-month data says about the joins that stayed and the ones that moved.
The calibration meeting nobody wants to have
The most uncomfortable hour in a search is also the one that decides whether it closes. If the brief never gets challenged, the search runs forever.
The tier-2 city isn’t the next Bengaluru. It’s something else.
Coimbatore, Indore, Kochi are winning specific charters — not becoming smaller versions of the metros. Reading which is which changes the plan.
The AI/ML band didn’t shift — it split in two
Traditional ML sits where it was a year ago. The GenAI end has pulled away. Price them as one band and you lose the top while over-paying the bottom.
When the founding leader has outgrown the seat
It isn’t a performance problem, and treating it like one is how centres lose good people and stall at the same time.
Hiring for judgment when everyone can use the tools
When the skill is commodity, the differentiator is knowing where to apply it. How to assess for that.
What Bengaluru GCC heads actually do in their first 90 days
We spoke to GCC heads who have been in role under a year. The published playbook and the actual playbook diverge sharply.
The 18-month exit cliff is real. The cause isn't what HR thinks.
Across the GCCs we track, senior attrition clusters at a predictable point. The triggers group into four things — and only two are inside HR’s control.
Why your shortlist is worse than your candidate pool
Most GCC TA teams filter for the wrong signals. We ran an audit across our mandate book. The pattern is uncomfortable.
‘Culture fit’ is how good centres talk themselves out of great leaders
The most cited reason a senior candidate gets passed over is the one nobody can define. A contrarian read on the orthodoxy most GCC panels never question.
Strategic workforce planning: the gap between the plan and the market
We read a year of GCC workforce plans against live availability. Where the annual plan holds, and where it drifts inside two quarters.
The hybrid reality no policy document admits
The debate isn’t days in office. It’s whether the time together does anything the rest of the week can’t.
Which retention interventions actually move the numbers
We sorted the levers GCCs reach for into what held people and what didn’t. Most of the budget goes to the ones that don’t.
Assessing for judgment, not just skill
Skill is easy to test and a weak predictor of whether a senior hire holds. Where the signal actually lives, and how to read it in an interview.
GCCs are de-coupling from the parent, and hiring hasn’t caught up
When the centre starts owning charters instead of executing them, you need leaders who decide, not leaders who run. That’s a scarcer hire.
Compensation Index — IT & BFSI edition, Q2 2026
Band-by-band movement across senior IT and BFSI GCC roles, drawn from placements closed this quarter — not survey aggregates.
Hiring authority is the mandate conversation nobody has upfront
The charter says the GCC head owns the centre, yet senior hires still route through headquarters. That gap shows up as slow, compromised hiring.
What senior professionals actually want in 2026
Drawn from our conversations with Director–VP candidates this quarter. The headline isn’t compensation. It isn’t flexibility either.
The capability-deepening playbook most GCCs ignore
There’s a structural decision every GCC past a certain size has to make. Most defer it. The ones who don’t are pulling ahead.
The hidden cost of paying at the 75th percentile
It sounds defensible. It’s also why your offer-accept rate is slipping. The real benchmark isn’t where you think.
In three years, the ‘cost centre’ framing will read like a mistake
A prediction. The GCCs writing today’s savings decks are hiring the wrong leaders for the mandate they’ll actually be handed. Sachith Rai on the shift already underway.
Deepening capability means hiring ahead of the charter
Centres that plan for the work they run today stay execution shops. Owning judgment next means hiring for it before the mandate arrives.
Belonging is harder to build at scale — and it shows
A centre of two hundred can feel like a team. At two thousand, belonging stops being a by-product and becomes a design problem.
The best people leave first. Here’s why that’s predictable.
Your strongest seniors have the most options and the least patience for a seat that under-delivers on its promise. They exit while the median stays.
When the must-have isn’t
Most stalled searches carry a fake requirement bundled in with the real ones. Finding it is usually how the shortlist appears.
The pyramid is flattening. Volume recruiting is optimising for a shrinking market.
The charter that needed a hundred now needs sixty — but the sixty are harder to find and matter more. What that does to how you staff a desk.
What the 75th percentile is actually buying you
It sounds rigorous. In the senior segment it’s a way to avoid taking a position — and it loses to the ninetieth-percentile counter every time.
GenAI hires aren't the same as AI/ML hires. Most JDs miss it.
Three distinct profiles are being confused for one. The mis-hire rate is predictable. The fix is upstream of recruitment.
Span of control is where good GCC leaders quietly break
The reports keep coming, the layers keep flattening, and the leader who was close to the work loses the distance the role now needs.
Tier 2 isn't the next Bengaluru. It's something else.
The Hyderabad/Pune narrative misreads what’s actually happening in Coimbatore, Jaipur, and Ahmedabad. The talent geography is changing.
Counter-offers are working again. Quietly.
Counter-offer bite rates have moved. The market signal beneath that number matters more than the number itself.
What we hear in the last conversation before a leader says yes
It’s almost never the money. From hundreds of senior closes, the one thing the winning offer got right that the runner-up didn’t.
Pyramid or diamond: the org shape decides who you can promote
A wide base builds throughput; a fat middle builds judgment. The shape you design is the career path you can offer.
Onboarding a senior hire is a ninety-day trust exercise
The first quarter decides whether a leader you fought to land stays engaged or quietly starts taking calls again.
Most attrition is a manager problem wearing a comp costume
People quit the seat, then rationalise it as pay. Reading the difference is where a retention plan either works or wastes money.
What sourcing signals actually predict a hire
We looked back across a run of closed senior searches to see which early signals separated the candidates who converted from the ones who didn’t.
GCC-as-a-service: what changes when the centre sells its capability outward
A handful of pharma centres now run charters for peers, not just the parent. That reshapes who they hire and what they pay for it.
Base, variable, ESOP — and the one most committees under-weight
At VP level the parent ESOP can carry more of the deal than the cash. If you’re competing without one, splitting the difference loses the candidate.
Why the org chart lags the real change
Task composition moves quarters before headcount does. Reading the lag is where hiring plans get an edge.
The GCC head's hiring authority problem
Many GCC heads in India still don’t have unilateral hiring authority over their leadership team. The cost shows up later, where no one connects it to that decision.
How centres earn their next charter
The parent grants ownership to the centre it has stopped checking. We mapped the leadership behaviours behind that quiet handover.
Hiring fast is not the same as hiring well, and the market keeps confusing them
Speed is easy to measure, so it’s the thing everyone optimises. Sachith Rai on the hard truth about what a rushed senior hire actually costs you two years out.
Location strategy is a talent-supply decision, not a real-estate one
The tier-2 city that looks cheaper on rent can be dearer on time-to-fill. Where the capability actually lives is the number that matters.
What the engagement survey keeps missing
We read the exit conversations behind the scores. The reasons senior people actually go rarely make it onto the survey.
Notice periods are getting longer. That changes the game.
When exits stretch to three months and beyond, the retention conversation moves earlier and the counter-offer window widens. Planning around it.
Designing an interview process that measures the right thing
Most loops test whether a candidate can survive the loop. A few extra rounds rarely add signal — they add drop-off. What to cut, and what to keep.
New operating models: how ER&D centres are restructuring the leadership bench
We mapped how engineering centres are moving from staff-augmentation to product ownership — and the seniority shift underneath it.
Your offer-accept rate is the comp metric you’re not reading
Most tracking stops at the offer made. The number that tells you whether your pay is actually competitive sits one step later.
Where AI belongs in a regulated pharma workflow — and where it doesn’t
The judgment call that decides whether a pilot survives audit. Who owns it, and how they’re hired.
Building the senior bench before the parent asks for it
Centres that own charters didn’t wait to be trusted — they had the layer two ready when the work arrived. How that bench gets built early.
The Science of Hiring: the seats you should never delegate
Sachith Rai on which appointments a GCC head has to own personally, which they can hand down, and why getting that line wrong is the quiet failure.
The Builder’s Brief: designing a GCC team from a blank charter
A centre head on the first thirty roles — what they built in-house, what they bought in, and the sequence that made it hold.
The title was bigger than the mandate
The most common senior disappointment, and the experience gap it points to — heard within weeks of joining, every time.
The Science of Hiring: keeping the bench you fought to build
A GCC head on the two people they lost, the one they kept, and what the exit interviews got wrong about all three.
Speed is a feature until it costs you the judgment
Be fast where speed is free — scheduling, decisions, calibration. Be slow where it isn’t — the assessment of the things a CV won’t show.
The Science of Hiring: what stops working when a GCC grows up
A centre head on the practices they had to retire — the job post, the annual band, the volume funnel — and what replaced each one.
The Science of Hiring: how counter-offers are re-pricing the senior bench
A working comp lead on why counter-offer economics have changed, and how they now set bands before the survey data catches up.
The Science of Hiring: what AI changed about the senior bench
A working GCC head on which decisions they now hand to AI, which they kept, and how the team changed.
The Builder’s Brief: the GCC head’s real mandate
A working centre leader on the difference between the charter on paper and the authority they actually had to fight for.
Counter-offers work because your process gave the leader time to have doubts
The market blames the counter-offer. We think that’s the wrong culprit. A contrarian view on where senior mandates really lose the candidate.
Fundable is not the same as fillable
A plan can be perfectly budgeted and quietly impossible. Planning availability and comp alongside headcount is what makes it real.
Autonomy is the benefit no one lists in the offer
Latitude to decide how the work gets done reads, to a senior hire, as respect. Its absence reads as a downgrade.
Boomerang hires are the most underrated retention play you have
The senior who left and came back joins with eyes open and stays longer. Why GCCs still treat the return as awkward instead of strategic.
The Science of Hiring: closing a senior candidate
A working GCC head on the last mile of a search — what actually moves a passive VP off the fence, and where the offer conversation goes wrong.
The annual comp band is already too slow for the fastest seats
In the segments repricing fastest, a band set once a year is behind before it ships. What BFSI centres are doing instead.
Pharma GCC pay is moving for a reason IT isn’t
While IT and BFSI bands have steadied, senior pharma roles are climbing. The driver is regulatory-side, not technology-side.
The AI-assisted engineer is a different hire, not a cheaper one
ER&D centres that budgeted AI as a productivity discount are missing the seniority shift underneath it.
Succession is a seat you fill years before it’s empty
The centres that survive a leader’s exit named the next two names quietly, long before the transition became urgent.
Stop hiring for the org chart you have. Hire for the one AI is drawing.
Most senior reqs describe a role that’s already changing shape. Sachith Rai on what the market gets wrong about future-proofing a leadership bench.
Build, buy, or borrow — role by role, not by policy
The sourcing-model call is becoming a per-role decision. What tips a capability toward building in-house versus renting the skill.
The Science of Hiring: the leaders people don’t leave
A GCC head on why their senior bench stays — what they got right on scope, and what they had to unlearn about perks.
Retention starts in the search, not the stay interview
The cheapest lever you have is an honest hire — right fit, accurate scope, fair number. Everything after the offer is repair work.
How to brief a search so it doesn’t stall
A good brief agrees the profile, the band, and the real market before anyone starts sourcing. The searches that drag usually skipped that hour.
The job post stops working before the org admits it
As hiring tilts senior, the people you want aren’t reading posts. Reach replaces reach-out — and the funnel quietly stalls on the roles you can least afford to miss.
The variable-pay mix is where the real negotiation happens
Two offers with the same headline can be worth very different things. The candidates who win read the structure; the ones who lose anchor to the top line.
Five minutes: how AI is re-shaping the GCC skill bar
A quick, chart-led walkthrough of what’s rising, what’s fading, and what it means for your next req.
Assessing for comfort with ambiguity — the skill that’s never on the CV
Leaders who unlock bigger charters make sound calls on incomplete information. How to test for that before you hire, not after.
Six minutes: the three things every GCC gets wrong about senior hiring
Sachith Rai, direct to camera, on the mistakes we watch centre after centre repeat — and the cheap fix for each.
Five minutes: reading a workforce plan for where it will break
A quick walkthrough of the two lines every plan hides — supply and repricing — and how to pressure-test them before you commit.
Real work beats the campus, every time
You can’t always outspend the giants on amenities. You can offer scope that genuinely belongs to the person doing it.
Where the twelve-month attrition actually landed this quarter
Retention read across sectors and seniority bands, drawn from placements followed past the start date rather than to the offer.
Five minutes: why a shortlist can be worse than the pool
A quick walkthrough of how a miscalibrated search filters for the wrong things — and screens out the person who actually fits.
The build-vs-buy line for talent is moving, fast
Centres that used to buy capability off the market are now building it in-house at the top. That flips which roles you hire and which you grow.
Band compression is quietly hollowing out your mid-tier
When the top of the band races ahead and the middle doesn’t, your best mid-level people can read the gap. Usually before you can.
Five minutes: what a GCC head actually owns
A short walkthrough of the seat — where delivery ends, ownership begins, and which decisions define the difference.
BFSI GCCs are hiring an ‘AI risk’ layer no one budgeted for
A new seat between the model and the regulator. Where it reports, and why it’s hard to fill.
The retention problem is a selection problem you didn’t notice
By the time a leader is leaving, the mistake is eighteen months old. A hard truth about why the best retention work happens before the offer.
Why GCC growth plans hit a wall in year two
Drawn from centres that scaled and stalled. The wall is almost always a supply assumption the plan never pressure-tested.
Why senior people leave in year two, not year one
The honeymoon holds the first year. What breaks in the second is usually a mandate that never grew into its title.
Five minutes: the three signals a senior hire is about to leave
A quick walkthrough of the tells that show up months before the resignation, and what a manager can still do about each one.
The assessment methods that survive contact with senior hires
Case studies, back-channels, working sessions — each reveals a different thing. Which ones earn their place in a Director-and-up loop.
Five minutes: three parts of the hiring playbook that won’t survive
A quick, chart-led walkthrough of what’s breaking in the current model — and what the next one looks like.
How to read a salary benchmark without being misled
The method note. Every published benchmark carries a lag and a basket bias — here’s what to inspect before you set a band from one.
The leadership assessment we run before a GCC head hire closes
The four dimensions that predict whether a leader will grow with the centre or plateau with it — drawn from two decades of placements.
The skills index: what GCCs actually paid for AI talent this quarter
Band-by-band movement across IT and AI & Data roles, drawn from placements closed in Q1.
The title inflation nobody wants to name
‘Head of’ means less every year, and it’s distorting how leaders are hired and paid. What we see when the label and the mandate stop matching.
Re-read the plan each quarter, not just execute it
The annual plan ages inside the year. The teams that do well treat it as a hypothesis and adjust the fast-moving roles before the gap opens.
Five minutes: the experience levers that actually retain
A quick walkthrough of what senior people weigh — and which of it a centre can move without a bigger budget.
The stay interview works, but not the way HR runs it
Asking a senior why they’d stay only helps if you can act on the answer. Most of the time the honest answer is a scope problem no survey will catch.
Where senior searches actually stall — a breakdown
Mapped across a set of Director-and-up mandates, the failure point clusters at calibration far more than at sourcing. The pattern, stage by stage.
Location strategy is becoming a talent strategy, not a cost one
The next centre isn’t placed where labour is cheapest — it’s placed where a specific skill pool actually lives. What that changes about the hire.
Five minutes: the counter-offer economics comp models miss
A quick, chart-led walkthrough of what a counter-offer really costs — and why the number rarely lands in the model that set the band.
The most expensive GCC mistake is keeping a great delivery leader too long
The skills that build a centre aren’t always the ones that run it at scale. Recognising that early is far cheaper than the slow cost of leaving it.
AI changes the tasks first, the titles last
The role looks the same on the org chart. The work inside it doesn’t. Reading that gap early is the whole game.
One pattern worth knowing, every week.
The Signal is our weekly read on the senior GCC talent market — one chart, one pattern, no noise. Written from live placement data.