AI Absorption Ledger / CNXC

Concentrix

CNXC · Q3 2026 · reported 2026-09-29 · revenue $2.45bn

Assessment

Q3 fiscal 2026 is the quarter Concentrix recast its revenue around AI while the revenue line fell. Revenue was , down in constant currency and below guidance, which the CFO attributes to faster deployment of AI for clients together with clients reducing support for customer sets; non-GAAP operating margin rose to from . The CEO says of revenue now comes from business generated since generative AI was released: from clients that went through heavy transformation or have AI influencing the revenue, running through the iX Suite platform after compressing traditional services, and of new services, expected to grow this year. The quarter also carries a goodwill impairment of , which the 10-Q attributes to the fall in the share price, with no AI named.

Three channels stepped and one opened. Build investment moves from described to directional on the CEO's statement that iX Suite expenditures came down, helped by AI on the company's own development, and that saving opens as a new channel, directional and exploratory. Internal productivity moves from directional to described and its motive from efficiency to exploratory: the revenue-per-head figure of Q2 2026 is not repeated, and the only statement is an unmeasured gain from an internal agentic tool, so the step comes from the wording. The displacement toll stays described and unsized: the CFO names AI deployment beside clients dropping customer sets, shore mix took about , and fourth-quarter guidance is to in constant currency with deployments running faster than planned.

Every dollar here is the ledger's inference. The product is from a year-end recurring revenue level of around , now stated as software licensing only; pull-through is , the platform amount converted with the annual band times an assumed growth premium; internal productivity is on assumed rates; build spend is and the development saving . The filing still explains the quarter by currency, lower wages, fewer temporary contractors and severance of affecting roughly employees, and names AI only in its cautionary language and business overview.

Sized channels against the income statement, Q3 2026

5 of 6 channels sized

Each blue mark is one channel's dollars for the quarter; a bar is the range of an estimate. Grey marks are the company's reported lines. The distance between them is the point: how large the AI channel is next to the line it sits in.

New money and old money, Q3 2026

6 expanded

Each channel is tagged once for whether its money existed before language models, from the company's annual report and call at the start of the period. A bar splits one flow's sized dollars by that tag. The incremental total is the part that would not be there without the models: a new channel counts in full, an expanded one only for what AI added, a relabelled one at zero.

Paid for AI$7.9mn to $22mn sized

expanded $7.9mn to $22mn

Incremental total $0 to $22mnpoint $0$13mn in 1 channel has no traced baseline
Cost displaced by AI$1.5mn to $33mn sized

expanded $1.5mn to $33mn

Incremental total $1.5mn to $33mnpoint $15mn
Revenue arriving through AI$30mn to $81mn sized

expanded $30mn to $81mn

Incremental total $7.6mn to $81mnpoint $24mn$26mn in 1 channel has no traced baseline

The sized total counts every channel the company credits to AI, including relabelled money that existed before language models and the ledger's own estimates for it. The incremental total counts relabelled channels at zero. A flow is split by layer where its dollars sit at more than one: end use, compute sold to builders, and hardware. The same dollar can be a buyer's spend, a cloud's revenue and a chipmaker's revenue, so the layers are never added together.

Paid for AI1 channel · $7.9mn to $22mn sized · $0 to $22mn incremental

engineering

Investment in building and deploying the iX Suite

0.32% to 0.91% of the quarter’s revenue

Incremental total: counts at zero at the point and in full at the high end, with no traced baseline.

our inferencedisclosure: direction only· motive: offensive· before LLMs: expanded

A step from described to directional: the CEO says iX Suite expenditures came down, helped by using AI on the company's own development, while the product grew. No figure. The ledger brackets the spend below the estimated product revenue, , with the point lowered from the prior quarter's share.

Evidence: 3 quotes, 2 confounds, 4 from before coverage

What Concentrix spends to build, deploy and support its AI products: forward-deployed engineers, subject-matter and partner-technology expertise, and the model and compute bill behind iX Hello, which no source splits. It sits across cost of revenue and SG&A.

Why this motive

The spend builds a separately priced product on pace for its recurring revenue level (claim c18) and toward software-like margins at scale (claim c20). Offensive, as the product's.

Before LLMs: expanded

Technology development existed before the iX Suite, and the fiscal 2024 10-K says its cost was historically not material on a stand-alone basis; in fiscal 2024 it rose to approximately of revenue, about a quarter, including iX Suite development and GenAI pilots for clients. That is already the AI-era level, so no pre-AI dollar baseline can be traced. The size is the whole of an activity that existed before.

“Our investment in AI tools remain a key priority, and we're increasing our investment to accelerate deployment of the cutting-edge solutions. While this investment is impacting margins in the short term, we believe that this increased investment will allow us to demonstrate faster to the market why we see generative AI as a benefit. To be clear, much of this is our own intellectual property we have developed that is now deployed in hundreds of our clients.”
CEO, prepared remarks, earnings call, 2024-03-26
“Despite our focus on investing in technology, due to our size, scale, and the regular implementation of our technology-infused solutions, historically, our costs of developing, maintaining, and integrating new technologies were not material on a stand-alone basis. In fiscal year 2024, we increased our investment in technology to approximately 1% of revenue, including expenses related to the development of our new iX suite of technology, as well as pilot programs for clients related to the use of GenAI.”
Filing, business, 10-K periodic report, 2025-01-28
“Flow-through from revenue growth and efficiency gains across our business more than offset investments to ramp new programs and accelerated investment in AI development and deployment.”
CFO, prepared remarks, earnings call, 2024-03-26
“We have an extensive R&T department that is innovating internally for our own workforce, as well as for customers around all forms of automation, including Generative AI.”
CEO, prepared remarks, earnings call, 2024-03-26

What else could explain it

  • line composition: The spend sits across cost of revenue and SG&A with no line of its own; the model and compute bill behind iX Hello is never mentioned.
  • other: The direction is for iX Suite expenditures; the CEO also says the company is expanding specialized AI talent (claim c9), which may sit in this channel or in services delivery.

Quotes

“At the same time, we are continuing to invest in our future by upskilling our people and expanding specialized AI talent to grow new capabilities. Looking ahead to Q4, we are pushing accelerated deployments of AI, but we remain confident in the growth opportunity of our new business revenues and the overall market opportunities.”
c9 · CEO, prepared remarks, earnings call, 2026-09-29
“In terms of how we're thinking about spending money on our iX Suite, as we've talked about, we're benefiting from some of the ability to lower our cost base with AI internally on our development. We brought down our expenditures on our iX Suite.”
c17 · CEO, qa, earnings call, 2026-09-29
“We expect that margin profile to continue to build up, and at some point, at critical mass, we expect iX Hero to have effectively SaaS-type margins, but that is a fair bit away.”
c20 · CEO, qa, earnings call, 2026-09-29

By quarter

  • Q1 2026described · our inference · offensive · $5.3mn to $18mn
  • Q2 2026described · our inference · offensive · $6.8mn to $23mn
  • Q3 2026direction only · our inference · offensive · $7.9mn to $22mn

Cost displaced by AI2 channels · $1.5mn to $33mn sized · $1.5mn to $33mn incremental

back office · cheap to verify

Non-billable headcount displaced by Concentrix's own AI tools

0.06% to 1.1% of the quarter’s revenue

Incremental total: counts in full.

Matched line moved : the whole line, not this channel.

our inferencedisclosure: described· motive: exploratory· before LLMs: expanded

A step from directional to described: the revenue-per-non-billable-head figure of Q2 2026 is not repeated, and the only statement is that an internal tool similar to the new agentic shopping products is giving productivity gains. The filing explains the quarter's costs by currency, lower wages, fewer temporary contractors and severance. The size, , applies an assumed gain to an assumed support personnel base and an assumed AI share, all the ledger's own.

Evidence: 5 quotes, 15 figures, 3 confounds, 4 from before coverage

Support-function cost Concentrix avoids by using its own AI tools internally, which management measures as revenue per non-billable headcount. The displaced cost sits in Selling, general and administrative expenses, which the filing says consist primarily of support personnel costs, and partly in cost of revenue for delivery support roles.

Why this motive

A step from efficiency that comes from the wording: Q2 2026 gave revenue per non-billable headcount, the efficiency tell, and this quarter gives none. The only statement is an internal agentic tool from which the company is finding productivity gains, with no measure (claim c15); SG&A rose as a share of revenue and the filing and the CFO explain cost changes without AI (claims c27, c31). AI named as the cause with no measure and no line moving reads exploratory.

Before LLMs: expanded

Selling, general and administrative expenses were in fiscal 2024, of revenue and about a quarter, and the 10-K says the line consists primarily of support personnel costs; support headcount was never split out. Management's first internal-productivity figure is the Q2 2026 call's revenue per non-billable headcount. The size is the change AI made, not the whole line.

“We have an extensive R&T department that is innovating internally for our own workforce, as well as for customers around all forms of automation, including Generative AI.”
CEO, prepared remarks, earnings call, 2024-03-26
“Our selling, general and administrative expenses consist primarily of support personnel costs such as salaries, commissions, bonuses, employee benefits and share-based compensation costs.”
Filing, mdna, 10-K periodic report, 2025-01-28
“We invest in information technology systems, infrastructure, automation and security to enhance workforce management and enhance productivity.”
Filing, business, 10-K periodic report, 2025-01-28
“It's basically thousands of people we haven't needed to hire, while we've been able to grow the business based on the productivity, and we just see that increasing.”
CEO, qa, earnings call, 2024-03-26

Figures

  • Selling, general and administrative expenses · 2026-CQ3
  • Selling, general and administrative expenses · 2025-CQ3
  • Severance costs from cost reduction initiatives · 2026-CQ3
  • Acquisition-related, integration and restructuring expenses · 2026-CQ3
  • Severance costs included in cost of revenue · 2026-CQ3
  • Severance costs included in selling, general and administrative expenses · 2026-CQ3
  • Employees affected by the cost reduction actions (one count given for the three and nine months) · 2025-12-01..2026-08-31
  • Loss on held for sale of a non-core business · 2026-CQ3
  • Selling, general and administrative expenses net of intangible amortization, severance and the loss on held for sale · 2026-CQ3
  • Selling, general and administrative expenses as a share of revenue · 2025-CQ3
  • Selling, general and administrative expenses as a share of revenue · 2026-CQ3
  • Selling, general and administrative expenses against the prior-year share of revenue (negative is below the prior-year rate) · 2026-CQ3
  • Increase in restructuring expenses within selling, general and administrative expenses, year over year · 2026-CQ3
  • Foreign exchange reduction in selling, general and administrative expenses · 2026-CQ3
  • Foreign exchange reduction in cost of revenue · 2026-CQ3

Reported line it is matched to

SG&A was against , from to of revenue, above the prior-year rate; the 10-Q attributes the change to more restructuring expense offset by of currency. No saving from internal AI is visible in the line.

2026-CQ3: 2025-CQ3: 2026-CQ3: 2025-CQ3:

What else could explain it

  • transformation program: Cost reduction initiatives: severance of in the quarter, of it in cost of revenue and in SG&A, with roughly employees affected; the filing attributes it to cost reduction, not AI.
  • mix shift: Support functions moving to lower-cost locations lower non-billable cost per head without any tool; the 10-Q credits part of the cost decrease to lower wages and fewer temporary contractors.
  • line composition: SG&A also carries facilities, technology infrastructure, intangible amortization, depreciation, marketing and restructuring; the base is taken net of amortization, severance and the loss on held for sale, and support personnel cost is still assumed within it.

Quotes

“In fact, we built our own technology internally just for ourselves that's very similar to this, that we're finding productivity gains.”
c15 · CEO, qa, earnings call, 2026-09-29
“Additionally, lower wages and reduced temporary contract service costs contributed to the decrease in cost of revenue. These decreases were partially offset by higher restructuring expenses, primarily related to severance and other employee-related costs resulting from the Company's recent cost reduction initiatives.”
c27 · Filing, mdna, 10-Q periodic report, 2026-10-07
“The Company recorded severance costs of $31,429 and $91,650 for the three and nine months ended August 31, 2026, respectively, primarily related to the Company’s cost reduction initiatives. These actions affected approximately 30,000 employees.”
c28 · Filing, notes, 10-Q periodic report, 2026-10-07
“Contributing to the increase over the prior year period was an increase of $5.7 million related to restructuring expenses, which was offset by a reduction of $6.2 million due to changes in foreign currency exchange rates.”
c29 · Filing, mdna, 10-Q periodic report, 2026-10-07
“This increase in margins demonstrates our focus on winning the right business, as well as our discipline and execution in aligning our business investments to areas that we have identified for profit-enhancing growth while reducing costs in other areas.”
c31 · CFO, prepared remarks, earnings call, 2026-09-29

By quarter

  • Q1 2026not mentioned · inscrutable · exploratory
  • Q2 2026direction only · our inference · efficiency · $9.6mn to $29mn
  • Q3 2026described · our inference · exploratory · $1.4mn to $28mn

engineering · cheap to verify

Development cost lowered by Concentrix's own use of AI

0% to 0.19% of the quarter’s revenue

Incremental total: counts in full.

our inferencedisclosure: direction only· motive: exploratory· before LLMs: expanded

Opens this quarter: the CEO says the company is lowering its cost base with AI on its own development, and that iX Suite expenditures came down. No figure. The size, , is an assumed development share of the ledger's spend estimate times an assumed share of development cost removed, the ledger's own.

Evidence: 1 quote, 2 confounds

Engineering and development cost on the iX Suite that Concentrix avoids by using AI in its own development work, which management says lowered its cost base and brought down its iX Suite expenditures. Development cost has no line of its own: it sits across cost of revenue and SG&A, and part of it may be capitalized. Distinct from the spend on building the product (ai-build-investment), which is what remains after the saving.

Why this motive

Management names AI as the cause of a lower development cost base (claim c17) but gives no measure, and no reported line carries development cost. The efficiency tell needs a visible line or a measured result, so the reading is exploratory.

Before LLMs: expanded

At the anchor Concentrix was already developing the iX Suite, and its investment in technology, including that development and GenAI pilots for clients, was approximately of revenue in fiscal 2024, about a quarter; no use of AI on its own development work was described. Management first says AI lowered its development cost base on the Q3 2026 call. The size is the change AI made, not the whole line.

What else could explain it

  • line composition: Development cost has no line of its own and part of it may be capitalized; the base is the ledger's own estimate of iX Suite spend.
  • other: Lower iX Suite expenditure may also come from the product moving from building to deploying, or from fewer pilots, which management does not separate from the AI effect.

Quotes

“In terms of how we're thinking about spending money on our iX Suite, as we've talked about, we're benefiting from some of the ability to lower our cost base with AI internally on our development. We brought down our expenditures on our iX Suite.”
c17 · CEO, qa, earnings call, 2026-09-29

Revenue arriving through AI2 channels · $30mn to $81mn sized · $7.6mn to $81mn incremental

product revenue · cheap to verify

iX Suite AI product revenue (iX Hello, iX Hero)

0.92% to 1.2% of the quarter’s revenue

Incremental total: counts at zero at the point and in full at the high end, with no traced baseline.

our inferencedisclosure: quantified· motive: offensive· before LLMs: expanded

Management says it is on pace to exit fiscal 2026 at around of recurring revenue from software licensing, against at the start of the year; opportunities with more than advisors went live in the quarter, and most of the largest wins came from existing users widening their use. AI automation sales and deployments ran faster than planned. One quarter of a run-rate along a linear ramp to the year-end level is , the ledger's figure.

Evidence: 5 quotes, 3 figures, 3 confounds, 6 from before coverage

Revenue from Concentrix's own AI products: iX Hello, the autonomous agent priced by consumption per automated contact, and iX Hero, the agent-assist product priced per seat. Management reports it as annual recurring revenue at points in time; no income-statement line carries it.

Why this motive

A separately priced AI product with a recurring revenue level management says it is on pace to reach (claim c18), and growth from existing users widening their use: most of the largest wins came from clients already on the product (claim c5). Offensive.

Before LLMs: expanded

At the anchor Concentrix already automated client contacts with its own technology, named as conversational virtual assistants, self-service AI bots and machine-learning chatbots, and was paid for it inside services revenue with no line of its own; it reported automating parts of more than client transactions in Q1 fiscal 2024. The iX Suite, introduced in September 2024, prices that work separately; annual recurring revenue was at the end of fiscal 2025, the first figure the ledger holds. The size is the whole of an activity that existed before.

“We previously handled 95% of the airline's transactions through a voice channel with thousands of Game Changers. Today, using our technology, some generative AI, and some machine learning AI chatbots, more than 50% of transactions have been automated. With this implementation of technology, we reduced the number of Game Changers needed by close to 500, while the remaining Game Changers process the more complex transactions.”
CEO, prepared remarks, earnings call, 2024-03-26
“That's why in the first quarter of 2024, we automated significant portions of over 60 million transactions for our clients, yet was still able to grow our revenue.”
CEO, prepared remarks, earnings call, 2024-03-26
“We have been a leader in our industry in advancements such as conversational virtual assistants, multichannel and augmented CRM, predictive analytics, emotion analytics, cognitive learning, AI, and GenAI and enjoy a first mover advantage.”
Filing, business, 10-K periodic report, 2025-01-28
“In September 2024, we introduced our iX suite of technology with the release of iX Hello, a GenAI-powered platform for creating virtual assistants.”
Filing, business, 10-K periodic report, 2025-01-28
“That's not only the AI we do, we also do a lot of automation and AI that's built into solutions that doesn't get classified as Catalyst revenue, that goes through the rest of our client success business.”
CEO, qa, earnings call, 2024-03-26
“Our investment in AI tools remain a key priority, and we're increasing our investment to accelerate deployment of the cutting-edge solutions. While this investment is impacting margins in the short term, we believe that this increased investment will allow us to demonstrate faster to the market why we see generative AI as a benefit. To be clear, much of this is our own intellectual property we have developed that is now deployed in hundreds of our clients.”
CEO, prepared remarks, earnings call, 2024-03-26

Figures

  • iX Suite opportunities brought live in the quarter · 2026-CQ3
  • Advisors brought live on the iX Suite in the quarter, lower bound · 2026-CQ3
  • iX Suite annual recurring revenue from software licensing, target for the fiscal year end · as-of 2026-11-30

What else could explain it

  • other: The level is a run-rate at the fiscal year end; the quarter's product revenue is interpolated along an assumed ramp from the start-of-year level of .
  • other: This quarter the year-end level is stated as software licensing only and as around the target, where Q2 2026 said the company hoped to surpass it; whether the start-of-year level is on the same basis is not said.
  • bundling: iX Hello enters existing programs inside service deals, so part of the recurring revenue may be services priced as product rather than new product dollars.

Quotes

“Three of our four largest iX Suite wins this quarter came from clients who are already using the product and are now expanding their use cases because of the results we've helped them achieve. We also brought 61 opportunities, including more than 30,000 advisors live on our iX Suite this quarter, contributing to our margin expansion we delivered in Q3 and the impact to our revenue growth in our traditional business.”
c5 · CEO, prepared remarks, earnings call, 2026-09-29
“The second thing that we've talked about is our increase in AI automation sales that we've been doing. Not only did we have a very strong AI pipeline, sales pipeline in Q2, which we called out, we also had another one in Q3.”
c13 · CEO, qa, earnings call, 2026-09-29
“What we talked about in Q2 was the ability to deliver on these AI automations at pace. We've been really happy with how the team has reacted in Q3, and we've been able to deploy those automations much faster than what we originally expected, which I think is a really good thing. We're seeing that impact in Q4, and which will also impact into Q1.”
c14 · CEO, qa, earnings call, 2026-09-29
“We have talked about exiting 2026 with an ARR of just software licensing around $120 million. We are on pace to do that.”
c18 · CEO, qa, earnings call, 2026-09-29
“We expect that margin profile to continue to build up, and at some point, at critical mass, we expect iX Hero to have effectively SaaS-type margins, but that is a fair bit away.”
c20 · CEO, qa, earnings call, 2026-09-29

By quarter

  • Q1 2026quantified · our inference · offensive · $15mn to $25mn
  • Q2 2026quantified · our inference · offensive · $19mn to $30mn
  • Q3 2026quantified · our inference · offensive · $23mn to $30mn

customer cohort

Services revenue won or expanded because of AI

0.31% to 2.1% of the quarter’s revenue

Incremental total: counts in full.

our inferencedisclosure: quantified· motive: offensive· before LLMs: expanded

Management now gives the base as a dollar amount: of net revenue runs through the iX Suite platform after compressing traditional services, growing faster than traditional revenue at a higher margin, within the of revenue it says comes from business generated since generative AI was released. Net new logo sales involving AI grew on the prior quarter, and the company is helping clients support agentic shopping channels. The size, , is the platform amount converted to a quarter times an assumed excess growth rate, the ledger's figure.

Evidence: 6 quotes, 9 figures, 4 confounds, 4 from before coverage

Human services revenue that arrives because Concentrix sells AI with its services: deals that bundle AI and technology, share consolidated from competitors and client captives, and the faster growth of clients with iX Suite deployed. Distinct from the product revenue itself.

Why this motive

Measured movement attributed to AI: revenue running through the iX Suite platform grows faster than traditional revenue at a higher margin (claim c19), and net new logo sales involving AI grew on the prior quarter (claim c4). Offensive.

Before LLMs: expanded

At the anchor the same pull-through was told as technology-led and transformational deals: services won or widened because automation, analytics and generative AI came with them. Revenue was in fiscal 2024, about a quarter, with no line or share separating the technology-attached part; management's measures of it begin with the 2026 calls. The size is the change AI made, not the whole line.

“That's not only the AI we do, we also do a lot of automation and AI that's built into solutions that doesn't get classified as Catalyst revenue, that goes through the rest of our client success business.”
CEO, qa, earnings call, 2024-03-26
“A few examples of wins in the quarter include a top European retailer signing a tech-led solution that includes our generative AI, agent automation technology, analytics, and ongoing services to take care of their customers.”
CEO, prepared remarks, earnings call, 2024-03-26
“By proactively introducing technological innovation to our clients, we deepen our relations and are often rewarded with opportunities to expand our engagements and secure additional sources of revenue.”
Filing, business, 10-K periodic report, 2025-01-28
“We're doing that now in some places, like, again, that regional airline example and a large, retailer in Europe that we're doing it, that will, will definitely remove, some work, but they're giving us more work that historically they haven't outsourced to offset that because we're far more efficient at being able to deliver these solutions.”
CEO, qa, earnings call, 2024-03-26

Figures

  • Revenue growth, year over year, as reported · 2026-CQ3
  • Revenue growth, year over year, constant currency · 2026-CQ3
  • Share of revenue from business generated in the last three years · 2026-CQ3
  • Revenue from clients that went through heavy transformation or have AI influencing the revenue, a year's amount (period not stated) · FY2026
  • Net revenue running through the iX Suite platform after the compression of traditional services, a year's amount (period not stated) · FY2026
  • Revenue from new high-value services such as risk and compliance, a year's amount (period not stated) · FY2026
  • Expected growth of the new revenue sources in fiscal 2026, year over year · FY2026
  • Revenue retention of the new revenue sources against the traditional business (multiple) · 2026-CQ3
  • Growth in net new logo sales involving AI, quarter over quarter · 2026-CQ3

What else could explain it

  • other: Revenue running through the platform is the whole revenue of the programs where the iX Suite is deployed, not the revenue that arrived because of it; the ledger applies an assumed excess growth rate to get from one to the other.
  • relabel: Q2 2026 gave the base as a share of revenue influenced by deployments; this quarter it is a year's amount, , with no period stated, converted to the quarter with the fixed annual-plan band. The bucket also grows as more programs are moved onto the platform, so its growth is not all pull-through.
  • other: A larger amount, , comes from clients that went through heavy transformation or have AI influencing the revenue (claim c2); AI is named beside transformation and nothing separates its part, so it is quoted and not used. The expected growth of all new revenue sources, , also covers new services such as risk and compliance, , which are not AI.
  • fx: Reported revenue growth of includes a currency reduction of ; constant-currency growth was .

Quotes

“These new revenue sources are comprised of $3 billion of revenue that is coming from new and existing clients that has either gone through heavy transformation or has AI influencing the revenue, $1.3 billion of net revenue resulting from the compression of our traditional services using our iX Suite AI platform, and finally, $700 million of revenue from new high-value services we brought to the market across growing segments like risk and compliance.”
c2 · CEO, prepared remarks, earnings call, 2026-09-29
“Compared to our traditional business, this revenue is growing faster at an expected 30% year-over-year growth rate in fiscal 2026, is more profitable, and is stickier with a revenue retention rate 4x higher.”
c3 · CEO, prepared remarks, earnings call, 2026-09-29
“We're continuing to prove that as clients scale AI, we create more opportunities to grow our business, expand profitably, and deepen client relationships. We are actively focused on disrupting our own traditional business to take advantage of our momentum. Our sales pipeline continues to be stable with net new logo sales involving AI growing 63% quarter-over-quarter.”
c4 · CEO, prepared remarks, earnings call, 2026-09-29
“We're helping clients right now understand how to engage with it. We're helping clients understand how to support these channels. We do see agentic shopping becoming more and more prevalent in the marketplace, and see opportunities for us to grow with that, supporting our clients, supporting this infrastructure.”
c16 · CEO, qa, earnings call, 2026-09-29
“What we have also talked about is how it influences revenue that runs through this platform. That was the number that I called out of the $1.3 billion that is running through our platform, which, as we have talked about before, is growing faster than our traditional revenue because we are getting optimized work out of it, and it is at a higher profit margin out of it.”
c19 · CEO, qa, earnings call, 2026-09-29
“While we are aggressively disrupting our own traditional business, the underlying new business is stronger and healthier as evidenced by our margin expansion, strong free cash flow and growth of our new services.”
c25 · CEO, press release, 8-K earnings release, 2026-09-29

By quarter

  • Q1 2026direction only · described, no size · offensive
  • Q2 2026quantified · our inference · offensive · $7.9mn to $35mn
  • Q3 2026quantified · our inference · offensive · $7.6mn to $51mn

Cost imposed, or revenue lost, by others’ AI1 channel · 1 not sized

customer support · cheap to verify

Services revenue displaced by AI automation

Not sized

The CFO names the faster deployment of AI for clients beside client decisions to reduce support for customer sets as what the quarter's revenue reflects, with no split (claim c11), and shore mix took about more. Nothing separates AI's part (the methodology rule for AI named beside another cause). The technology vertical's decline, from to , is quoted as the ceiling; the still running through the platform is a level after the compression, not the compression.

described, no sizedisclosure: described· motive: imposed· before LLMs: expanded

Management says more about the displacement than in any quarter so far and still gives no size: revenue fell in constant currency, below guidance, which the CFO attributes to faster AI deployment together with clients dropping support for customer sets; the CEO says the rollout of AI causes temporary headwinds, that deployments ran faster than planned and will weigh on Q4 and Q1, and that new business should offset much, if not all, of the automation in 2027. Fourth-quarter guidance is to in constant currency. The technology vertical fell . The channel stays described and unsized.

Evidence: 15 quotes, 10 figures, 4 confounds, 8 from before coverage

Billable volume lost when contacts are automated, by clients' own AI or by Concentrix's iX Hello deployed into existing programs, and the revenue and margin compression management says follows a deployment. The revenue it leaves is the vertical and total revenue lines; no automation effect is reported on its own.

Why this motive

A toll channel: automation, the client's own or the iX Suite deployed into existing programs, removes billable work. Imposed by construction for a displaced vendor; management now also calls part of it self-disruption (claim c25), which does not change the reading.

Before LLMs: expanded

Automation displaced outsourced contact volume before LLMs: the fiscal 2024 10-K says the move of lower-complexity support to self-service, driven by heavy automation, reduces voice volumes, and it lists IVR and RPA beside GenAI among technologies that replace human contacts. The technology and consumer electronics vertical, where management later names automation, was in fiscal 2024, about a quarter; no automation effect was reported on its own. The size is the change AI made, not the whole line.

“However, the transition of lower complexity support to online and self-support options, driven by heavy automation and the increased use of new technologies, reduces volumes in the voice channel.”
Filing, business, 10-K periodic report, 2025-01-28
“Some emerging technologies, including AI, GenAI, RPA, ML, VOC, IVR, and IoT, may cause an adverse shift in the way certain of our existing business operations are conducted, including by replacing or supplementing human contacts with automated or self-service options, or by decreasing the size of the available market.”
Filing, risk factors, 10-K periodic report, 2025-01-28
“As these technologies evolve, some lower complexity services currently performed by our game-changers may be replaced by tools deployed by clients.”
Filing, risk factors, 10-K periodic report, 2025-01-28
“We previously handled 95% of the airline's transactions through a voice channel with thousands of Game Changers. Today, using our technology, some generative AI, and some machine learning AI chatbots, more than 50% of transactions have been automated. With this implementation of technology, we reduced the number of Game Changers needed by close to 500, while the remaining Game Changers process the more complex transactions.”
CEO, prepared remarks, earnings call, 2024-03-26
“And what we're seeing is that clients are clearly focused on the most cost-effective way, as they've always been. This is not new. Most effective way of automating work. AI is just another tool, or Generative AI is just another tool to make that happen.”
CEO, qa, earnings call, 2024-03-26
“And so we've talked for a while about, you know, as there's been more cost pressure on people, certainly we've looked to automate more, but also they've looked to move and switch shores.”
CFO, qa, earnings call, 2024-03-26
“That's why in the first quarter of 2024, we automated significant portions of over 60 million transactions for our clients, yet was still able to grow our revenue.”
CEO, prepared remarks, earnings call, 2024-03-26
“We're doing that now in some places, like, again, that regional airline example and a large, retailer in Europe that we're doing it, that will, will definitely remove, some work, but they're giving us more work that historically they haven't outsourced to offset that because we're far more efficient at being able to deliver these solutions.”
CEO, qa, earnings call, 2024-03-26

Figures

  • Technology and consumer electronics revenue · 2026-CQ3
  • Technology and consumer electronics revenue · 2025-CQ3
  • Technology and consumer electronics revenue growth, year over year, as reported · 2026-CQ3
  • Revenue growth, year over year, as reported · 2026-CQ3
  • Revenue growth, year over year, constant currency · 2026-CQ3
  • iX Suite opportunities brought live in the quarter · 2026-CQ3
  • Advisors brought live on the iX Suite in the quarter, lower bound · 2026-CQ3
  • Revenue growth headwind from shore mix in the quarter · 2026-CQ3
  • Fourth-quarter constant currency revenue guidance, low end · 2026-CQ4
  • Fourth-quarter constant currency revenue guidance, high end · 2026-CQ4

What else could explain it

  • mix shift: Shore mix was a headwind of about to the quarter's revenue (claim c7); the same work billed from offshore brings less revenue, and the CFO expects a similar headwind next year (claim c22).
  • other: Specific hyperscaler clients are stopping support for some of their own customer sets, which the CEO says will weigh more than expected on the fourth quarter (claims c6, c12); in Q2 2026 he said that volume is not being automated.
  • other: The 10-Q explains the technology, healthcare and communications declines by lower revenue at certain larger clients, with no cause given.
  • fx: Reported revenue includes a currency reduction of ; the vertical figures are as reported.

Quotes

“We're continuing to prove that as clients scale AI, we create more opportunities to grow our business, expand profitably, and deepen client relationships. We are actively focused on disrupting our own traditional business to take advantage of our momentum. Our sales pipeline continues to be stable with net new logo sales involving AI growing 63% quarter-over-quarter.”
c4 · CEO, prepared remarks, earnings call, 2026-09-29
“Three of our four largest iX Suite wins this quarter came from clients who are already using the product and are now expanding their use cases because of the results we've helped them achieve. We also brought 61 opportunities, including more than 30,000 advisors live on our iX Suite this quarter, contributing to our margin expansion we delivered in Q3 and the impact to our revenue growth in our traditional business.”
c5 · CEO, prepared remarks, earnings call, 2026-09-29
“While AI is expanding our growth opportunities, we are also navigating industry shifts like hyperscaler spend priorities, which will have a larger impact than previously expected on our revenue in the fourth quarter.”
c6 · CEO, prepared remarks, earnings call, 2026-09-29
“In addition, shore mix created about a 3% headwind this quarter, as we talked about in our second quarter earnings call.”
c7 · CEO, prepared remarks, earnings call, 2026-09-29
“It is important to note that while the business is evolving, we are doing what we can to accelerate our rollout of AI. This causes temporary headwinds that result in growing stickier and higher margin revenue and relationships.”
c8 · CEO, prepared remarks, earnings call, 2026-09-29
“At the same time, we are continuing to invest in our future by upskilling our people and expanding specialized AI talent to grow new capabilities. Looking ahead to Q4, we are pushing accelerated deployments of AI, but we remain confident in the growth opportunity of our new business revenues and the overall market opportunities.”
c9 · CEO, prepared remarks, earnings call, 2026-09-29
“While not providing guidance for 2027, we currently expect the growth of our new business revenue to offset much, if not all, of our automation efforts in 2027 while driving stable to improved margins across our entire business.”
c10 · CEO, prepared remarks, earnings call, 2026-09-29
“On a constant currency basis, this represented a decrease of 0.5%, which is slightly below the lower end of the guidance we provided in June. Our revenue for the quarter reflects an acceleration of our deployment of AI for clients, as well as client decisions to reduce support for certain customer sets that we have supported.”
c11 · CFO, prepared remarks, earnings call, 2026-09-29
“The hyperscale customers we are talking about are two specific clients who, as we talked about in our Q2 call, are looking at stopping support for certain client sets.”
c12 · CEO, qa, earnings call, 2026-09-29
“What we talked about in Q2 was the ability to deliver on these AI automations at pace. We've been really happy with how the team has reacted in Q3, and we've been able to deploy those automations much faster than what we originally expected, which I think is a really good thing. We're seeing that impact in Q4, and which will also impact into Q1.”
c14 · CEO, qa, earnings call, 2026-09-29
“Our belief is that we need a couple more quarters to continue to drive automation in our traditional business.”
c21 · CEO, qa, earnings call, 2026-09-29
“We do see it abating over time, but maybe not for the reason that you indicated so much as we are really getting to the point where we only, as we exit this year, have 10%- 11% of revenue that we see as kind of in the pool of stuff that is likely over time to be movable offshore.”
c22 · CFO, qa, earnings call, 2026-09-29
“We are seeing clients who are moving the work, and the belief is that as we put an AI to it, they will continue to leave it where it resides versus pulling it back into a higher cost region.”
c23 · CEO, qa, earnings call, 2026-09-29
“Our belief is that as we continue to add more and more of the new revenues, as we continue to automate more and more of our traditional revenues, that we've got that margin stability, as we talked about in the prepared remarks, certainly in 2027.”
c24 · CEO, qa, earnings call, 2026-09-29
“While we are aggressively disrupting our own traditional business, the underlying new business is stronger and healthier as evidenced by our margin expansion, strong free cash flow and growth of our new services.”
c25 · CEO, press release, 8-K earnings release, 2026-09-29

By quarter

  • Q1 2026bounded · described, no size · imposed
  • Q2 2026described · described, no size · imposed
  • Q3 2026described · described, no size · imposed

Reported lines, year-over-year growth

Revenue −1.2%

Q3 2026. Growing slower than revenue: cost of revenue (−1.4%), amortization of intangibles (−9.7%). A displaced cost shows up as a line that stays under the dashed revenue line. These are the audited lines, as first reported; nothing here is attributed to AI by the filing.

Cost of revenueSelling, general and administrative expensesDepreciationAmortization of intangiblesRestructuring chargesRevenue
-20%-10%0%10%Q1 2025Q2 2025Q3 2025Q4 2025Q1 2026Q2 2026Q3 2026Selling, general and administrative expensesDepreciationRevenueCost of revenueAmortization of intangibles
Reported values and filings
LineQ2 2025Q3 2025Q4 2025Q1 2026Q2 2026Q3 2026
Revenue$2.42bn$2.48bn$2.55bn$2.50bn$2.46bn$2.45bn
Cost of revenue$1.57bn$1.63bn$1.68bn$1.65bn$1.64bn$1.60bn
Selling, general and administrative expenses$700mn$708mn$731mn$731mn$728mn$709mn
Depreciation$56mn$57mn$58mn$56mn$58mn$57mn
Amortization of intangibles$109mn$112mn$108mn$103mn$102mn$101mn
Restructuring chargesn/an/an/an/a$42mn$31mn