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Winning firms will focus on what they can control, weather the rest, as triple-shock brakes private equity’s latest revival –Bain & Company 2026 Midyear PE report

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Trifecta of early-year shocks puts brakes on global PE’s latest revival for a second consecutive year as ‘Groundhog Day’ dynamic hits dealmaking again

Winning firms need to lean into value creation, AI adoption, disciplined bets, talent and operational execution as PE confronts a more challenging era

MSCI data shows ‘SaaSpocalypse’ hit private software valuations less than listed SaaS players – even as investors refocus on more AI-proof sectors; separate MSCI analysis shows over 75% of assets still exit at valuations above next-to-last marks, maintaining historical pattern

Ontra’s NDA-based leading indicator for PE deal activity points to deal flow remaining roughly flat through July 2026: stable, but far from a broad-based recovery

BOSTON and LONDON, June 8, 2026 /PRNewswire/ — The global private equity recovery that was gathering momentum at the start of this year has stalled once again, as three rapid-fire market shocks dampened dealmaking, fundraising, and exit activity in the first half of the year, Bain & Company concludes in its 2026 Private Equity Midyear Report, released today.

But as the PE industry grapples with the latest market disruptions, Bain urges that winning PE players should focus on what they can control, while weathering other challenges. The best placed firms will lean into value creation plans, including proactively harnessing AI, and focus scarce resources on disciplined bets to create a true ‘right to win’, Bain advises.

Today’s report charts an 18-month-long ‘Groundhog Day’ dynamic in global PE. A year ago, early optimism was dashed by tariff turmoil. This year, the buyout market had largely shaken off those concerns, with dealmaking back on the rise, only for that revival to be derailed once again. This time, the setback was triggered by abrupt jolts, in quick succession, from an AI-driven rout in software valuations, redemption stress in private credit, and the energy price spike triggered by the Iran conflict.

Bain’s analysis finds that, by midyear, the reversal in PE market conditions sparked by these shocks has been sharp and wide-ranging: bid-ask spreads have widened, investment committees have pulled back, and recovering exit momentum has again run out of steam. Select PE transactions do continue to clear at high prices, but these deals are mostly those involving top-tier assets, Bain reports.

Yet despite these headwinds, Bain’s analysis also emphasizes a backdrop for PE dealmakers where there is nothing fundamentally broken in financial markets. Pumped-up public equities continue to defy gravity, the global economy remains in expansion mode, debt markets are open, and there is abundant dry powder to fund deals.

With intensifying pressure on PE general partners (GPs) to buy and sell companies, Bain concludes that it would not take much to unlock a wave of new dealmaking in the second half of 2026, but cautions that a truly sustained PE upturn will depend on the market finding a more fundamental equilibrium lasting more than a quarter or two.

“There’s no question the fog will lift eventually – it always does. The firms best positioning themselves to lead out of the present slump are giving intense attention to what they can control now, not what they can’t,” said Hugh MacArthur, chairman of the global PE practice at Bain & Company. “Private equity has entered a much more difficult and competitive era. Generating consistent outperformance will require an ever-sharper strategic focus and, crucially, the disciplined value creation system to back it up.”

Bain’s analysis sets out a clear prescription for PE’s demanding new era under which leading firms can shape a differentiated right to win, building repeatable models for underwriting deals and operational value creation. With hold periods for PE portfolios lengthening, firm resources constrained, and persistent market disruption, Bain also cautions that for PE players the premium on specialization, operational capability, talent, and disciplined execution to set the conditions for success has never been higher.

“The hard work done in market downturns to develop competitive capabilities is often what determines who leads in the next cycle,” said Rebecca Burack, head of the global Private Equity practice at Bain & Company. “The uncertainty that’s slowing down dealmaking will resolve eventually. The critical opportunity right now is to determine where you can win, and to dig in to make it happen.”

Dislocations leave green and red zones for dealmakers as technology valuations slump

Amid 2026’s ‘Groundhog Day’ dynamic of market revival followed by renewed retreat, Bain’s analysis of the first-half’s dislocations finds a general slowdown in investment and buyout activity, but with an uneven trend across sectors. With the PE industry’s overhang of dry powder, GPs are being forced to hunt for deals where they can find them, across ‘green zones’ where greater conviction exists, and ‘red zones’ for sectors suffering the greatest uncertainty.

The technology sector falls somewhere in between these green and red zones, Bain concludes. As anxieties over AI’s impact clouded valuations for the tech industry, and particularly the software sector, tech deal value slumped by 70% from Q4 2025 to Q1 2026, as fewer large software transactions cleared, the analysis notes.

Proprietary data shows ‘SaaSpocalypse’ hit private software valuations less, even as investors refocus on more ‘AI-proof’ sectors

Bain’s report also provides the first concrete view of how that AI-fueled uncertainty and so-called ‘SaaSpocalypse’ in software have translated into private company valuations in software and tech, via a proprietary MSCI analysis of Q1 buyout marks. Through March 31, software valuations in PE portfolios declined by roughly 8% overall. This was far less than the corresponding public market correction affecting the sector, but still meaningful. The decline was also notably more muted in Europe, where software marks fell 4.2%, versus 8.9% in the US.

As tech-focused GPs adjust to the new realities of an AI-inflected world, Bain’s analysis warns that uncertainty over tech and software companies’ valuations is likely to persist for buyers and sellers, as well as in other sectors significantly impacted by AI. In the meantime, Bain reports that PE firms are rotating capital and investment resources towards businesses perceived as less exposed to near-term AI disruption and macro volatility as PE firms seek deals that allow underwriting confidence.

Deal cost index shows record high, intensifying imperative for ‘new math’ on value creation and stronger earnings

Bain’s analysis also sets out a ‘deal cost index’ combining purchase multiples and financing costs that have been pushed up by interest rate levels. A record level for this index shows that PE deals are now arguably more expensive than at any point in the industry’s history, Bain finds. It notes that while entry multiples have occasionally been higher in the past, and interest rates have been higher in some periods, the combined measure is near all-time highs.

The expensiveness of deals in turn magnifies the imperative for PE to generate operational value and earnings growth, the report observes. Bain’s ’12 is the new 5′ framework, introduced in its 2026 Global PE Report, captures the new math needed: a deal that required only 5% annual EBITDA growth to generate a 2.5x return a decade ago now requires closer to around 10% to 12%.

NDA data points to stable short-term conditions but with signs of a broad-based upturn still to be seen

Considering the outlook for PE for the rest of 2026, Bain examines a leading indicator of likely prospects, using early signal data from Ontra, an AI workflow platform for private markets that processes a significant volume of the industry’s non-disclosure agreements (NDAs).

Historically, there has been a strong correlation between NDA activity and deal closings roughly three months later. Bain reports that the latest Ontra NDA data points to PE deal activity remaining roughly flat through July 2026, signaling stable conditions but with signs of a broad-based recovery still to emerge.

Exit logjam and liquidity crunch persist but MSCI data shows valuation marks still hold at realization

Alongside investments, PE exit activity also remains stalled, with Bain reporting little signs of progress towards easing the industry’s exit logjam or the resulting liquidity crunch that has slowed the PE capital cycle for years, despite optimism on this at the end of last year.

The industry is coming off a four-year stretch of record-low distributions as a percentage of net asset value (NAV), with the implied capital cycle and holding periods for PE assets now running to approximately seven years – well beyond historical norms. In parallel, PE firms are sitting on around 33,000 unsold portfolio companies.

Growing tension around valuations reflects a self-reinforcing dynamic in the GP-LP model, Bain suggests. A recent poll by the Institutional Limited Partners Association (ILPA) found a majority of LPs losing confidence in any GP when the discount to last mark for assets exceeds 5% on a full exit. Bain’s analysis finds that this is creating a powerful incentive for GPs to hold on to portfolio companies and wait for them to “grow into” marks, rather than risk a markdown that could prove fatal to fundraising. Yet the longer assets sit, the more LPs question whether stated valuations reflect intrinsic value.

Despite these tensions, today’s report cites a second proprietary MSCI analysis that offers the more reassuring data point that roughly 75% of buyout assets are still exiting above their next-to-last quarterly mark – the GP valuation preceding the final mark before sale, and a cleaner measure of valuation accuracy before significant price discovery occurs during an active sale process. This is broadly consistent with historical patterns, suggesting that in spite of growing skepticism about private market valuations, the premium that buyers have historically paid above marks on exit has not disappeared.

Fundraising remains a grind as LP patience sees its limits tested

With exits continuing to drag and the impact on PE’s liquidity and capital cycle preventing the return of capital to LPs, fundraising by GPs also remains mired in the doldrums, Bain reports. It notes that fundraising is the last part of the capital flywheel to recover during PE upturns, with current conditions proving this again.

Overall momentum in fundraising remains uninspiring despite several headline fund closings so far in 2026, including KKR’s North America Fund XIV and Bain Capital’s Asia Fund VI, Bain says. It concludes that this reflects a bifurcated market in which funds with strong distributions to LPs in relation to paid-in capital (DPI) and internal rates of return (IRR), can still hit targets quickly, but where the broader picture remains difficult.

In what Bain suggests may be an early warning sign for GPs, a recent ILPA poll found that while a large majority of LPs are maintaining or increasing their buyout allocations, roughly one in five indicated that they are reducing allocations to buyouts through the strategic asset allocation process, due to liquidity pressures or concerns about long-term returns. With negotiating leverage continuing to shift in the LPs’ favor, winning a fresh funding commitment now comes at an increasing cost in terms of fees or co-investment for the average GP, Bain cautions

Controlling the controllable: four imperatives for winning firms

Bain’s report identifies four principles defining the firms best positioned to lead out of the current slump:

Apply the new deal math: With purchase multiples and financing costs simultaneously at record highs, maintaining past performance requires a dramatically increased focus on value creation—and the specialized capabilities to execute it rapidly.Lean hard into AI as an accelerator: AI is rapidly becoming one of private equity’s most important value creation levers. Inaction has become a strategic choice, not a neutral decision. The companies seeing the greatest impact are redesigning workflows, strengthening data foundations, and scaling use cases that change the economics of the business.Don’t get caught in the middle: The holding period’s middle phase is where value creation is most often lost. With duration risk to be managed aggressively, sponsors must take a disciplined approach to refreshing value creation plans—while also resetting management incentives and talent where needed.Focus resources on the winners: Portfolio resources are limited while active portfolio company counts have roughly doubled over the last decade. There is more value in turning a 3x deal into a 5x than a 1x into a 1.5x. The biggest overall return often comes from making winners even better, not spreading resources evenly.

Media contacts
Dan Pinkney (Boston) — Email: dan.pinkney@bain.com
Gary Duncan (London) — Email: gary.duncan@bain.com
Ann Lee (Singapore) — Email: ann.lee@bain.com

About Bain & Company
Bain & Company works with leaders worldwide to solve their toughest challenges and deliver enduring results. Since 1973, we’ve partnered with clients, including private equity and portfolio companies, to build the capabilities they need to stay ahead of change and help them redefine their industries. We measure our success by our clients’ success, and we proudly hold the highest levels of client advocacy in our field.

Bain is consistently recognized globally as one of the best places to work. We operate as one global team, uniting strategists, industry and functional experts, technologists, and advisors with a vibrant ecosystem of technology partners.  

Notes to Editors
Bain & Company was founded in 1973 and today has 19,000 employees across 67 cities in 40 countries. We have worked with more than two-thirds of the Global 500 and more than 9,000 companies worldwide. Bain has pledged to deliver $2 billion in pro bono consulting to nonprofit, public-sector and charitable organizations by 2035. The firm is consistently recognized as a Leader in major analyst rankings across multiple areas, including digital business, innovation, strategy, experience design, customer experience, and carbon-zero transformation.

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Mission Critical Partners Announces Launch of its Justice Integration Hub in Support of the City of New Orleans

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The $30 million ARPA-funded initiative connects public-safety and justice agencies, accelerates case processing and improves service to the community.

NEW ORLEANS, Oct. 27, 2026 /PRNewswire-PRWeb/ — Mission Critical Partners today announced the launch of its Justice Integration Hub in support of the city of New Orleans’ Justice Technology Modernization Program (JTMP). JTMP is a multiyear initiative that replaced several decades-old systems with a unified, cloud-based platform designed to improve public safety and access to justice by streamlining operations and strengthening transparency across the city and Orleans Parish criminal-justice ecosystem.

“The Justice Integration Hub is not just a technology milestone; it’s a fundamental shift in how justice is delivered,” said Darrin Reilly, president and CEO, Mission Critical Partners.

The Justice Integration Hub facilitates the seamless flow of information throughout the Parish’s complex criminal-justice ecosystem. Funded through a $30 million allocation from the American Rescue Plan Act (ARPA), JTMP represents one of the most comprehensive justice technology overhauls in the country, modernizing and transforming more than 40 years of legacy infrastructure. The program integrates the area’s entire criminal justice ecosystem — including the New Orleans Police Department, Orleans Parish Sheriff’s Office and Justice Center, District Attorney, Public Defender, Criminal District Court, and Clerk of Court — into a single, connected environment.

“The integration hub fundamentally changes how our justice agencies work together,” said Nathaniel Weaver, JTMP director. “Instead of information stopping at the boundaries between agencies, it can move securely in real time, allowing people to spend less time reentering data and more time making the decisions that move cases forward.”

From Fragmentation to Real-Time Coordination

For years, criminal-justice agencies in New Orleans and Orleans Parish operated on outdated, siloed systems that limited collaboration, slowed case processing, and created cross-department inefficiencies.

The Justice Enterprise Hub is built on Microsoft Azure and leverages a standardized enterprise data model aligned with national data-sharing models. A secure integration hub enables real-time data sharing across agencies, ensuring that critical information is accessible when and where it is needed.

Immediate Impact Across the Community

The Justice Enterprise Hub already is helping to deliver measurable improvements:

Patrol officers now have additional hours each week to spend in New Orleans communities and respond to emergencies due to more efficient digital arrest-processing workflows.Data sharing from the jail to the court facilitates automated creation of cases and scheduling of court appearances, saving approximately 6,000 hours of time clerks would spend on data entry.Faster information sharing between agencies is helping reduce hearing delays, streamline inmate transport coordination, and improve overall justice system efficiency. This significantly reduces incarceration costs and generates measurable operational savings.

A Foundation for the Future of Justice

With the core platform now fully operational, New Orleans and Orleans Parish are positioned to build on this foundation with advanced capabilities, including AI-assisted case processing, digital evidence management, and expanded state-level data integration.

“The Justice Integration Hub is not just a technology milestone; it’s a fundamental shift in how justice is delivered,” said Darrin Reilly, MCP’s president and CEO. “New Orleans and Orleans Parish now have a nation-leading, scalable, and future-ready system that enables agencies to work together more effectively and collaboratively to better serve the public. We look forward to bringing this solution to more communities across the nation.”

The system was implemented in four phases, following a competitive nationwide process that selected Mission Critical Partners and Major Services, a New Orleans-based IT consulting firm, to oversee JTMP’s development, implementation, and coordinated go-live activities across all participating agencies. Those four phases went live in succession, between November 2025 and April 2026.

About Mission Critical Partners (MCP)

Mission Critical Partners (MCP) is a leading provider of data integration, consulting, network, and cybersecurity solutions specializing in transforming mission-critical communications networks into integrated ecosystems that improve outcomes in the public-safety, justice, healthcare, transportation, and utility markets. Our comprehensive experience and vendor-agnostic approach help us develop modernized solutions that maximize value, improve efficiency, and mitigate risk. Additional information and career opportunities are available at MissionCriticalPartners.com.

Media Contact

Morgan Sava, Mission Critical Partners, 1 608-658-8858, rscarpino@pipitone.com, https://www.missioncriticalpartners.com/

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SOURCE Mission Critical Partners

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MadeAi Launches Dossier Expert, Bringing Agentic AI to Formulary and Value Dossier Development

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New AI-powered solution transforms dossier creation and maintenance with source-level traceability, cross-functional collaboration, and up to 70% faster authoring and updates

CAMBRIDGE, Mass., Oct. 27, 2026 /PRNewswire-PRWeb/ — MadeAi™, a leader in AI-enabled evidence synthesis and life sciences solutions, today announced the launch of MadeAi Dossier Expert, a new AI-powered solution designed to transform how pharmaceutical and life sciences organizations create, review, and maintain formulary and value dossiers.

Traditionally, developing AMCP dossiers, global value dossiers, and health technology assessment (HTA) submissions requires months of coordination across HEOR, Clinical, Market Access, and Medical Writing teams. Evidence is dispersed across multiple sources, citations require extensive manual verification, and updates often trigger lengthy rounds of rewriting and review.

Dossier Expert replaces this fragmented process with a living, evidence-linked document that evolves as the underlying science changes.

Built to address one of the most time-consuming challenges facing Market Access and HEOR teams, Dossier Expert brings evidence management, AI-assisted authoring, citation verification, and cross-functional collaboration into a single, continuously updated environment.

From Static Documents to Living Evidence

Unlike traditional dossier authoring approaches that focus primarily on accelerating initial drafts, Dossier Expert is designed to streamline the entire dossier lifecycle—from first creation through ongoing evidence updates.

Key capabilities include:

AI-Powered Dossier Generation: Create structured AMCP, HTA, and value dossiers using customizable templates and AI-generated, evidence-grounded content.One-Click Citation Verification: Trace every AI-generated claim directly to its source document, with the supporting passage highlighted for immediate verification.Intelligent Evidence Updates: Automatically identify sections affected by changes in underlying evidence and selectively regenerate outdated content without overwriting human edits.Integrated Evidence Hub: Organize and connect indexed source materials directly to relevant dossier sections.Integrated MadeAi-LR: Access AI-enabled literature review directly for in-platform literature review support.Seamless Collaboration: Enable HEOR, Clinical, Market Access, and Medical Writing teams to work within one document, with built-in commenting, assignments, approvals, and version control.Flexible, Submission-Ready Outputs: Export approved dossiers to Word or PDF.

Accelerating Market Access Without Compromising Scientific Rigor

Dossier Expert is designed to deliver up to 70% faster dossier authoring and updates, while reducing the manual effort associated with evidence verification, document management, and recurring revisions.

“Creating a dossier is only part of the challenge. Keeping it scientifically current, fully traceable, and aligned across multiple stakeholders is where organizations lose enormous amounts of time,” said Gaugarin Oliver, Founder and CEO of MadeAi. “With Dossier Expert, we’re moving beyond AI-generated first drafts to a fundamentally different model: a living dossier that connects every claim to its evidence, identifies what needs updating, and enables experts to focus on scientific judgment rather than document administration.”

By combining AI-powered efficiency with human oversight and transparent source verification, Dossier Expert helps life sciences organizations accelerate evidence communication while maintaining the rigor required for payer and HTA engagement.

Learn more about Dossier Expert at www.madeai.com.

About MadeAi

MadeAi™ is an award-winning AI-native evidence synthesis and life sciences solutions platform designed to help pharmaceutical, biotechnology, and medical device organizations accelerate evidence generation and scientific communication. Combining advanced agentic AI capabilities with human expertise, MadeAi supports workflows across HEOR, Market Access, Medical Affairs, and RWE, delivering greater efficiency, transparency, and scientific rigor.

Media Contact

Meghan Oates-Zalesky, MadeAi, 1 617 435 2470, meghan.oates@madeai.com, www.madeai.com

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Peloton Launches Peloton Broker to Streamline Early-Stage Land Acquisition for Energy Projects

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New tract-based pre-leasing tool joins the
Land Data Management solution in the Peloton Platform

CALGARY, AB, Oct. 27, 2026 /PRNewswire/ — Peloton, a provider of energy data management software, today announced the launch of Peloton Broker, a tract-based pre-leasing management tool built for energy projects. Peloton Broker gives brokers, consultants, land departments, and legal teams one place to handle ownership discovery, negotiation tracking, and title curative work, so they can move from prospect to signed lease without re-entering data or juggling separate systems.

Peloton Broker is part of Peloton’s Land Data Management solution in the Peloton Platform, alongside LandView, LandView Map, and Peloton Dashboards. It extends Peloton’s trusted foundation to the earliest stage of land acquisition, with pre-leasing work carrying straight into agreement-based lease management in LandView.

“The pre-leasing stage has always been where land data is most scattered, with ownership research in one place, negotiation notes in another, and title issues surfacing late,” said James Hatcher, Product Manager – Land Data Management at Peloton. “Peloton Broker brings that work into the Peloton Platform from day one, so land teams start every lease with a complete picture and the rest of the organization gets land data it can trust.”

Built for the start of the lease lifecycle

Peloton Broker helps land teams at oil and gas operators and renewable energy developers:

Track ownership at the tract level, covering both surface and mineral rightsManage negotiations in integrated workflows that record every offer, contact, and status changeCatch title concerns early with title curative support, before they hold up executionWork from the map with GIS-driven prospect management connected to LandView MapKeep audit-ready records with full traceability from first contact to executed lease

Connected across the Peloton Platform

The Peloton Platform is a SaaS solution hosted by Microsoft Azure that brings well, production, and land data together in one environment. With Peloton Broker on the platform, customers get:

A single source of truth. Land, operations, and finance teams work from the same accurate, up-to-date information, with master data such as business associates, wells, and units shared across products.Linked lifecycles. Land data ties into well and production data in WellView and ProdView, and integrates with third-party ERP and financial systems.Enterprise-grade security, backed by Peloton’s SOC 1 and SOC 2 Type 2 certifications.

Peloton Broker is available now. To learn more, visit peloton.com/products/land-data-management/broker.

About Peloton

Headquartered in Calgary, Alberta, and founded in 1991, Peloton created the energy industry’s original data management solution, and it remains the standard today. With more than three decades of industry expertise and over 700 clients globally, Peloton offers software across the well, production, and land lifecycles. The Peloton Platform brings all three together in one integrated SaaS environment, hosted by Microsoft Azure.

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SOURCE Peloton Computer Enterprises Ltd.

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