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Amused and Anxious: Softwire Survey Reveals Tech Leaders’ Mixed Emotions as GenAI Revolution Hits Full Speed

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LONDON, Jan. 20, 2025 /PRNewswire/ — While companies across the board jump headfirst into GenAI, a new survey of tech leaders uncovers their conflicting emotional responses to this new technology as they seek to introduce and integrate it into their organisations.

Nearly half (47%) of almost 200 technology leaders globally report negative emotions (including anxiety, confusion, despair, anger and frustration) while over a third (37%) are positive (reporting emotions such as excitement, joy, happiness and calmness).

When asked to list individual emotions, 33% cite amusement, followed by acceptance (29%), anxiety (25%), and frustration (23%).

With 71% of tech leaders saying they use AI tools daily, including ChatGPT (85%), GitHub Copilot (62%), and Microsoft Copilot (25%), the survey carried out by Softwire, in partnership with the CTO Craft Community, provides interesting insight into technology leaders’ mindsets as they grapple with a constant stream of new announcements from the GenAI foundational models.

Commenting on the findings, Yemi Olagbaiye,  director of client portfolio at Softwire, says: “Amid the dizzying GenAI fanfare to do something (anything!), most CTOs – while feeling the pressure – have been through these hype cycles before. Their response is often a wry smile, reflecting a seasoned pragmatism.”

Additionally, the survey reveals a mismatch between expectations and experiences of GenAI, with a concerning lack of training, guidelines and review processes – all crucially important in this fast-moving arena.

AI training a key vulnerability

Over half of tech leaders (55%) give their company’s current level of GenAI expertise a score of 1-5 out of 10, with 8% selecting the lowest score of 1, compared to 45% giving a score of 6 out of 10 or above.

Despite this low level of expertise, 51% report that their company provides no GenAI training, while 21% received a single session. Only 6% receive regular GenAI training. A huge 48% of respondents from larger companies (101+ individuals) say there is zero AI training.

Interestingly, small businesses lead the charge in some areas. While micro companies show the greatest absence of training – 62% say none exists now or previously – they beat the bigger companies on high-level formal training: 12% report formal training, as opposed to just 7% of larger companies. Over half (54%) of these micro businesses regularly review and update their AI training, staying in step with a rapidly changing area of tech.

“Training is a critical piece of the AI puzzle, ” says Yemi Olagbaiye. “If organisations really want to drive AI success in the workplace, employees need to understand how to use the tools in their specific roles. Such training will allow consistency concerning AI use and should ensure a future-ready workforce capable of driving growth and staying ahead in an AI-powered world.”

AI quality control is inconsistent

Unsurprisingly, trust around GenAI remains low: 62% of respondents say current GenAI cannot be trusted with critical business processes and decisions, with just 18% saying it can be trusted (and the rest unsure).

Despite this mistrust, the report points to a lack of consistency in how companies review the performance of GenAI tools. Some are unsure how to evaluate them, some assess them on a case-by-case basis, and many do not review them at all.

While a third of respondents (36%) favour a multi-pronged approach, including human review, 66% of those who responded say they use an automated evaluation process.

Worryingly, just over half of respondents (52%) say they have no evaluation in place whatsoever.

“Overall, the responses highlight the need for a comprehensive quality control approach that combines human expertise with automated tools and best practices,” says Yemi Olagbaiye. “As the technology matures, we can expect to see further advancements in quality control methods.”

Workplace guidelines non-existent

Similarly, half of respondents say there are no guidelines or policies concerning using GenAI tools in their workplace. Reassuringly, the ones who have procedures or policies in place also strongly emphasise data security for both customers and companies.

Yemi Olagbaiye explains: “Few areas of tech have moved this fast, and someone needs to take responsibility for keeping pace and ensuring the rest of the organisation is keeping pace.

“Where guidelines exist, are they documented, and have they been seen and understood by everyone who needs to know them? Who reviews them and then ensures those updates have been absorbed?”

Survey confirms anticipated future impact of GenAI

Despite the negative emotions around GenAI, most survey respondents believe their businesses benefit from AI, with 69% rating AI’s competitive advantage to their company as 6 out of 10 or above (31% rate the advantage as 5 out of 10 or below).

Looking ahead, over two-thirds of tech leaders (65%) expect their businesses to experience a direct impact from GenAI in under three years, with smaller firms anticipating the most significant changes. However, 12% of respondents – most from medium to large businesses – expect no impact from AI. 

With this in mind, over a third of tech leaders (36%) said they expect to change talent strategies in the next 12 months, rising to 70% in under three years, but 19% do not expect to make any changes.

Conclusion: tighten up your processes, because GenAI is here to stay

Yemi Olagbaiye says: ” Our survey highlights that tech hype cycles are fast becoming the norm. It’s critical for tech leaders to be level-headed and really think about what GenAI (and any technology) can genuinely deliver for their organisation. Those looking to harness GenAI’s power must be wary of being swept along in the excitement without ensuring their processes are sound and regularly updated, including training and evaluation. Few companies have the luxury of getting it wrong.”

He adds: “The burden of leadership causes CTOs to think they must solve every problem themselves. But the best leaders know they need help. Work out who your support network is in answering these difficult questions and make sure those people know they’re part of the solution.”

Click here to access the survey.

Softwire, a top UK digital technology consultancy, combines software engineering, design, innovation, data engineering, and Generative AI to create cutting-edge solutions for clients across various sectors. Delivering a host of GenAI pilots and production-level implementations, Softwire helps clients identify use cases, test hypotheses, and integrate Generative AI in a scalable and responsive manner. Employing 350+ engineers and designers across four offices, Softwire is known for its exceptional workplace culture, being named the “Best Large Company to Work for in the UK” in 2023 and 2024.

CTO Craft works with CTOs, engineering managers, teams and entire businesses to build strategy and leadership skills through organised and bespoke coaching, events, mentoring, workshops and training.

Photo: https://mma.prnewswire.com/media/2600831/Softwire.jpg

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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/

View original content:https://www.prweb.com/releases/mission-critical-partners-announces-launch-of-its-justice-integration-hub-in-support-of-the-city-of-new-orleans-302920918.html

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

View original content to download multimedia:https://www.prweb.com/releases/madeai-launches-dossier-expert-bringing-agentic-ai-to-formulary-and-value-dossier-development-302920940.html

SOURCE MadeAi

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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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