Internal Engineering · internal
In-house
152 verified customer use cases (77% with quantified ROI · Avg Value Score 80.3 · 92% with mapped architecture components).
- Verified stories
- 152
- Quantified ROI
- 77%
- Avg value score
- 80.3
- Industries served
- 16
- Distinct products
- 472
In-house Sample Jan 16, 2026 PSV PSV wanted earlier warning of player overload and upper respiratory infection because infections can spread before symptoms appear and traditional sports monitoring focuses on what has already happened rather than what… 163 different biomarkers RATE algorithm In-house Sample Jan 13, 2026 Sanofi Sanofi needs to speed up and de-risk the development, scale-up, troubleshooting, and control of drug manufacturing processes that traditionally require thousands of manual solubility measurements, extensive real-world… could have taken months Generative AI agents · Generative AI tools · Kinetic AI platform In-house Sample Jan 11, 2026 PT Vale Indonesia Tbk Instability in the Silica/Magnesia (S/M) ratio within slag furnaces led to suboptimal slag flow, reduced output, long response delays, and heavy reliance on continuous manual adjustments by engineers and operators. could cut emissions by up to 6,000 tons of CO₂eq annually PLC control systems · XRF laboratory analysis · field control systems In-house Sample Jan 7, 2026 Equinor Equinor needs to maintain safe, efficient, and profitable operations across offshore platforms and land facilities while improving geological understanding, planning wells and field development better, reducing… 2 million square kilometres In-house Sample Dec 30, 2025 Elevance Health Members often struggle to understand coverage, costs, and care options, while care teams need better ways to anticipate member needs and help associates answer complex benefit and claim questions quickly and… AI-driven outreach program · Sydney Health app · Virtual Assistant In-house Sample Dec 26, 2025 Repsol Repsol needed to move beyond generic occupational-health campaigns and traditional cardiovascular risk tables that were insufficiently personalized, carried male bias, and left employees under 40 effectively unassessed. 10-year time horizon Power BI · SaludIA In-house Sample Dec 23, 2025 Telefónica Brasil Telefónica Brasil needed to monitor and manage electricity consumption across more than 35,000 sites nationwide, including real-time oversight of medium-voltage locations, while also handling over 35,000 monthly utility… Manual loading on databases was reduced from 5% to 1% CME (Energy Monitoring Center) · ETL tools · generative AI In-house Sample Dec 9, 2025 Telefónica España Telefónica Spain needed a more accurate and efficient way to plan rural fiber deployments because conventional planning tools struggled to predict optimal routes, physical obstacles, required resources, and realistic… Level 4 of the TMF framework In-house Sample Nov 28, 2025 Target Target wanted to reduce holiday shopping stress and help guests discover relevant gifts and deals faster through more personalized, conversational, and low-friction digital experiences during Cyber Monday. 68% of shoppers say they plan to use social media, lists and AI to aid their gift search this season. List Scanner · Target App in ChatGPT · Target Deals Page In-house Sample Nov 26, 2025 Heartflow Diagnosing coronary artery disease from coronary CTA scans is labor-intensive, can take hours for specialists, and often yields subjective conclusions, creating a need for faster, more objective functional assessment… 110 million annotated CCTA images FFR analysis · Heartflow · Plaque analysis In-house Sample Nov 18, 2025 Renault Group Renault Group needed to improve the reliability and effectiveness of increasingly complex driving aids and in-cabin assistance features as vehicles added more sensors, ECUs, and safety functions that must keep working… 29 driving aids Adaptive Cruise Control (ACC) · Intelligent Speed Assistance (ISA) · Lane Assist In-house Sample Nov 13, 2025 AT&T AT&T needed a way for teams to automate time-consuming customer service and network-operations tasks across multiple internal systems while keeping humans in control and maintaining privacy, security, and faster… Ask AT&T Workflows · Ask Data · Ask Docs In-house Sample Oct 20, 2025 BNY BNY wanted to scale AI adoption across the company without fragmented point solutions, while maintaining strong governance, risk management, compliance controls, and practical support for workflows such as payments,… 75% more AI solutions in production compared to the prior quarter Contract Review Assistant · Eliza · Eliza agents In-house Sample Oct 16, 2025 Generali Switzerland Claim handlers were managing dozens of cases each day while manually navigating documents, guidelines, and deadlines, which slowed claims processing and left less time for higher-value decision-making. 50 claims of varying complexity KAssis In-house Sample Oct 15, 2025 Repsol Repsol wanted to help employees reinvent workflows, improve working models, and raise productivity in complex internal processes as part of its broader digitalization program. 22 of which have already been scaled up innovative interface · intelligent agent construction platform · language models In-house Sample Oct 14, 2025 Renault Group Renault Group needs to manage highly complex inbound and outbound logistics across more than 100,000 parts, more than 4,000 direct suppliers, 25 manufacturing sites in 11 countries, and global vehicle distribution,… 1,000 ships every day Business Continuity Plan (BCP) Control Tower · CHABOTS · MEDIA SCREENING In-house Sample Oct 13, 2025 Lockheed Martin Lockheed Martin needed its PAC-3 MSE air and missile defense system to keep pace with evolving and emerging threats by increasing decision speed, improving decision quality, and adapting target engagement behavior in… PAC-3 MSE · advanced fire control and battle management functions · embedded AI software component In-house Sample Est. · Oct 7, 2025 Sanofi Sanofi is trying to shorten the diagnostic journey and accelerate drug discovery, development, and clinical research by finding useful signals across complex clinical, molecular, and real-world datasets. Open Targets In-house Sample Sep 30, 2025 Bank of America Global Payments Solutions employees needed too long to answer complex client product and onboarding questions because knowledge was spread across internal materials and often required calls with product specialists in… more than 40,000 business clients worldwide Ask Global Payments Solutions (AskGPS) In-house Sample Sep 24, 2025 Quipu Informal Colombian small businesses often lack bank accounts and traditional credit histories, so banks cannot verify their creditworthiness and these entrepreneurs struggle to access formal growth financing. $200,000 prize money Edubot · Quipu · WhatsApp In-house Sample Sep 17, 2025 Citi Citi needed to help employees work through large volumes of internal documents, drafting tasks, and policy questions more efficiently while supporting faster decision-making, compliance, and risk control. approximately 166,000 Citi colleagues across 76 countries will have access to Citi’s Gen AI tools Citi Assist · Citi Stylus · Citi Stylus Workspaces In-house Sample Aug 29, 2025 General Motors GM needed deeper visibility into supply-chain vulnerabilities and a stronger ability to anticipate, mitigate, and respond to supplier and facility disruptions after the semiconductor supply chain crisis exposed… over 18,000 global suppliers Risk Intelligence · SupplyAlert · SupplyHealth In-house Sample Aug 20, 2025 Bank of America Bank of America needed to serve a very large client and employee base with faster, always-available financial guidance and support, while reducing call-center and IT service desk load and making digital interactions… CashPro Chat is used by 65% of clients CashPro® Chat · Erica · Erica for Employees In-house Sample Aug 11, 2025 Australian Department of Defence Aircrew operating in complex maritime and undersea mission environments needed faster decision support from large volumes of operational data so they could identify adversaries and respond more quickly without removing… AI system · advanced AI algorithms · machine learning models