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TacticalVC · Value Creation Playbook
Playbooks/How to Keep Your Automation Savings

How to Keep Your Automation Savings

Under FTE-based pricing, automation efficiency flows to your client at renewal — not to your margin. The best operators changed that by restructuring the contract before deploying the technology, not after.

Cost of Goods Sold (COGS)Workflow AutomationContract Structure

When a services company automates work under FTE-based pricing, something predictable happens at the next contract renewal: the client looks at the headcount, sees it dropped, and renegotiates accordingly. The provider invested in technology and handed the return to someone else.

This is a contract design problem, not a technology problem. The pricing model determines who captures the automation gain. FTE pricing routes it to the client by design. When you bill by the headcount hour and then reduce headcount through automation, your revenue falls. The client didn't ask you to be more efficient — they just benefit from it.

The fix is to price the output, not the input. Under transaction or outcome-based pricing, a provider collects the same per-unit fee whether a human or a bot handled the work. When automation cuts the cost per unit, the savings flow to margin. The client price doesn't move because the contract was written that way.

The catch is sequence. Companies that automate first and reprice later almost always lose the argument at renewal. The client has already seen the efficiency gains and knows what they're worth. The window to restructure pricing is before automation becomes visible — ideally at contract renewal, when you can offer a technology investment roadmap as the quid pro quo for moving to outcome-based terms.

Conduent ran this deliberately under Cliff Skelton. Rather than deploying RPA and waiting to see what happened at renewal, the company prioritized the contract restructuring first: minimum monthly volume floors, outcome-based pricing tied to measurable results, average contract terms extended from 2.5 to 4+ years in exchange for committed technology investment. The RPA deployment that followed — reducing headcount from 93,000 to 59,000 — produced durable margin expansion because the structure was already in place to capture it. → Conduent contract restructuring

Teleperformance took a different route: instead of renegotiating existing FTE contracts, it built a separate business unit — Specialized Services — around pricing structures that commodity BPO can't reach at all. LanguageLine's per-minute pricing with monthly minimums, TLSContact's exclusive government visa processing contracts with annual escalators. These aren't restructured commodity terms; they're a different business model. Specialized Services earned 31.9% EBITA versus 12–13% for Core Services and grew 109% over three years. → Teleperformance Specialized Services

EXL, Genpact, WNS, and Xerox each ran a version of the same logic: automate specifically in service lines where the contract already prices by transaction or output, so the efficiency gain stays inside the P&L. EXL's insurance contracts price per processed document. When XTRAKTO.AI automated a significant share of document handling, revenue held while cost fell, and margins stayed around 18% on 64% revenue growth over four years. → EXL XTRAKTO.AI · → Genpact Lean Digital · → WNS straight-through processing · → Xerox CareAR


Incumbents with large FTE portfolios face genuine friction here. Clients asked to move to outcome pricing are being asked to absorb performance risk they didn't originally sign up for. They'll resist, particularly if they've already seen the efficiency gains and are calculating what the renegotiation is worth to them.

The worst position to be in is mid-contract, after automation is deployed and visible, with FTE pricing still in place. At that point you're not selling the future — you're defending a present the client can already price. Conduent's leadership explicitly chose to accept top-line revenue decline during the restructuring period rather than delay the repricing. Contract quality over revenue volume. That trade-off is real, and most companies avoid making it explicit until the renewal forces the issue.

The playbook works best at a natural inflection point: a renewal, a new agreement, a significant technology commitment you can use as leverage. The quid pro quo that has worked is a credible automation roadmap with committed milestones in exchange for a shift to minimum-floor or outcome-based terms.


The first diagnostic is simple: what does your pricing model reward? If you're on FTE terms and investing in automation, you're building efficiency for someone else's benefit. The second is the renewal calendar — contracts coming up in the next 12–18 months are the window.

For new contracts, write transaction floors and outcome pricing in from the start. Clients concede this most readily before automation is a demonstrated saving they can calculate. Once they can see it, the negotiation has already shifted.

Evidence — 6 cases

Contract StructureOrganic

Conduent

Conduent won $732M in new ACV contracts averaging 4+ years via outcome-based pricing.

Deliberately Shedding $300M in Revenue to Repair Contract Economics

Business Process OutsourcingGICS 2020Large Enterprise
Contract StructureInorganic

Teleperformance

Teleperformance grew Specialized Services 109% to €1.36B in three years via multi-year contracts.

Choosing Slower Core Growth to Protect Margins: The Specialized Services Shift

Business Process OutsourcingGICS 2020Large Enterprise
Delivery and FulfillmentOrganic

EXL Service

EXL grew revenue 64% to $1.6B from FY2019 to FY2023 by deploying XTRAKTO.AI across insurance document processing.

Five Days to Eleven Minutes: Building Proprietary AI in Insurance BPO

Business Process OutsourcingGICS 2020Enterprise
Delivery and FulfillmentOrganic

Genpact

Genpact grew revenue 34% to $4B and per-employee revenue 21% to $41,700 by automating delivery ops.

34% Revenue Growth on 11% Headcount Growth: The Lean Digital Productivity Story

Business Process OutsourcingGICS 2020Large Enterprise
Quality and ReliabilityOrganic

WNS Holdings

WNS Holdings made 87% of P&C claims eligible for straight-through processing, improving operational efficiency 60%.

From Sampling 5% to Monitoring 100%: AI Quality Control in Insurance BPO

Business Process OutsourcingGICS 2020Enterprise
Support and Customer SuccessOrganic

Xerox

Xerox cut 21,000 field dispatches in 18 months and expanded adjusted operating margin 170 basis points.

21,000 Dispatches Avoided: AR Remote Support and the Three-Tier Service Model

Business Process OutsourcingGICS 2020Large Enterprise

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