Evidence-Based AI Solutions & Research Library
AI Research & Case Studies
Explore 20 curated enterprise transformation reports, empirical field experiments, and implementation studies. We leverage these verified research insights to help our clients deliver high-impact AI agents, knowledge systems, and operational automations.
Productivity Advantage
40% Higher
In AI-exposed enterprise workflows
LLM Reasoning Growth
320x YoY
Enterprise reasoning token consumption
Work Time Saved
50,000+ Hrs
Reported in enterprise support workflows
Cycle Time Reduction
31.8% Faster
Engineering & review delivery speed
Showing 20 research studies and project benchmarks
Deloitte AI Institute• 2026-01
global enterprise surveyThe State of AI in the Enterprise: The Untapped Edge
#cross-industry#enterprise#agentic-ai
worker AI access growth50%AI access expanded in 2025
companies deeply transforming business with AI34%deep transformation rather than incremental productivity
companies using physical AI58%at least limited use
mature governance for autonomous agents~20%only about one in five organizations
Key Project Capabilities
AI agents
workflow automation
physical AI
enterprise knowledge
decision support
PwC• 2026-06
large-scale labor-market analysis2026 Global AI Jobs Barometer
#cross-industry#workforce#productivity
productivity growth advantage40% highercompanies most exposed to AI vs least exposed
AI-skill wage premium62%average premium in 2026
AI-related job growth69% fasterjobs requiring specific AI skills vs overall jobs market
junior AI-exposed roles requiring traditionally senior skills7xmore likely to demand judgement/leadership
Key Project Capabilities
work redesign
AI-assisted professional services
skills planning
agentic workforce
Publicis Sapient• 2026-06
global enterprise surveyGlobal Enterprise AI Report 2026
#cross-industry#enterprise-transformation
enterprises using AI regularly/across most processes73%survey of 1,550 AI decision-makers
AI considered core to operations10%large gap between use and transformation
AI capable of meeting today's business needs47%leader assessment
Key Project Capabilities
enterprise workflow automation
customer operations
data modernization
AI operating model
Capgemini Research Institute• 2026-07
enterprise researchAI Perspectives 2026: The Multi-Year AI Advantage
#cross-industry#strategy#governance
organizations operationalizing GenAI use cases38%moving beyond pilots
organizations reporting measurable productivity/decision-quality improvement66%human-AI collaboration
organizations prioritizing data/AI control54%sovereignty/trust
organizations citing executive sponsorship as critical67%enterprise scaling enabler
Key Project Capabilities
sales
marketing
IT operations
agentic AI
data governance
OpenAI• 2025-12
enterprise usage analysis + worker surveyThe State of Enterprise AI 2025
#cross-industry#knowledge-work#enterprise-ai
enterprise ChatGPT message growth8xyear over year
reasoning-token consumption per organization320xyear over year
reported daily time saved40–60 minutesenterprise users
workers completing previously impossible tasks75%survey of 9,000 workers across almost 100 enterprises
Key Project Capabilities
research
coding
data analysis
customer support
content
knowledge retrieval
McKinsey• 2025-11
global surveyThe State of AI in 2025: Agents, Innovation, and Transformation
#cross-industry#agentic-ai#enterprise-strategy
organizations using AI in at least one business function88%2025 survey
organizations fully scaling AI across enterprise7%adoption maturity
organizations experimenting with AI32%2025 maturity distribution
organizations piloting AI30%2025 maturity distribution
Key Project Capabilities
customer operations
software engineering
marketing
knowledge management
agents
Accenture• 2025-03
executive research reportReinventing Enterprise Models in the Age of Generative AI
#cross-industry#enterprise-strategy#operating-model
executives expecting fundamental transformation97%company and industry
executives saying GenAI investments outperform other strategic investments93%surveyed executives
Key Project Capabilities
operating-model redesign
process automation
customer experience
product innovation
NBER• 2025-05
randomized field experimentShifting Work Patterns with Generative AI
#knowledge-work#productivity#workforce
firms in field experiment66real workplaces
knowledge workers7,137study population
weekly email time reduction2 hoursamong treated workers who used the AI tool
out-of-hours workreducedamong active users
Key Project Capabilities
email
meetings
writing
administrative knowledge work
NBER / Harvard Business School researchers• 2025-04
randomized field experimentThe Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise
#consumer-goods#product-development#team-collaboration
professionals776Procter & Gamble product innovation experiment
AI-assisted individual performancematched non-AI teamscore product innovation task
performancesignificantly improvedAI-assisted participants
Key Project Capabilities
product ideation
innovation
expertise sharing
team augmentation
NBER• 2026-02
randomized experimentDoes Generative AI Narrow Education-Based Productivity Gaps?
#education#workforce#productivity
participants1,174adults aged 25–45
task typeworkplace-style business problem solvingAI vs no-AI experiment
follow-upnon-AI task moduletested whether gains persisted without AI
Key Project Capabilities
employee training
knowledge work
AI-assisted problem solving
upskilling
arXiv researchers• 2026-07
SEC filing-based empirical studyAI Adoption in S&P 500 Firms
#public-companies#cross-industry#enterprise-adoption
S&P 500 firms with deep AI integration11%2025
firms using AI in production goods/services10%additional firms
deep AI adoption growthmore than 4xfrom 5% in 2022
technology-sector share of deep adoption~two-thirds2025 deep adopters
Key Project Capabilities
production AI
enterprise workflow integration
operational AI
arXiv• 2026-02
empirical frameworkThe AI Transformation Gap Index
#strategy#cross-industry#value-creation
industry verticals modeled22cross-industry framework
public companies analyzed14application of the framework
EBITDA-margin correlationSpearman rho 0.818retrospective construct-validity exercise, n=10
Key Project Capabilities
AI maturity assessment
investment prioritization
competitive benchmarking
arXiv• 2026-04
structured literature reviewFrom Business Problems to AI Solutions: Where Does Transformation Support Fail?
#AI-implementation#requirements#ML-projects
approaches reviewed18requirements engineering, ML project management and automation
stages in proposed transformation framework7business-to-AI lifecycle
approaches providing partial task-derivation guidance4of reviewed approaches
Key Project Capabilities
AI discovery
requirements engineering
use-case selection
solution design
arXiv researchers• 2025-09
longitudinal enterprise evaluationIntuition to Evidence: Measuring AI's True Impact on Developer Productivity
#software-engineering#developer-productivity#enterprise
engineers300enterprise deployment
PR review cycle time-31.8%reported reduction
code-review satisfaction85%developer satisfaction
developers wanting to continue93%survey response
peak engagement83%month 6
Key Project Capabilities
code generation
automated review
developer workflow automation
arXiv• 2025-04
global literature and industry surveyGenerative AI in Financial Institutions: A Global Survey of Opportunities, Threats, and Regulation
#financial-services#banking#risk
focus areasfraud, compliance, advisory, customer engagementsurvey scope
major riskscybersecurity, deepfakes, adversarial attacks, bias, data misuserisk landscape
Key Project Capabilities
fraud detection
compliance
customer service
financial advisory
risk management
arXiv• 2025-09
strategy and evidence synthesisLeveraging Artificial Intelligence as a Strategic Growth Catalyst for Small and Medium-sized Enterprises
#SMB#SME#growth
SMEs reporting direct revenue boost from AI91%evidence cited in the report
potential operating-cost reductionup to 30%reported across cited studies
time saved20+ hours/monthreported in cited evidence
Key Project Capabilities
marketing
customer service
operations
analytics
document automation
Google Cloud• 2026
vendor customer case studyMosaic AI: Unifying Company Knowledge onto an AI-First Platform
#enterprise-knowledge#customer-support#SaaS
overall tickets handledup to 75%reported customer result
support tickets resolved~50%+reported result
response time~35% fasterreported result
internal tickets~20% reductionreported result
Key Project Capabilities
enterprise search
AI assistants
support automation
knowledge management
Salesforce• 2024
vendor internal case studyCustomer Zero: How Salesforce Used Its Own Technology to Save 50,000 Hours
#employee-support#enterprise-search#service
working time saved50,000 hoursone quarter
requests resolved88,000+Ask Concierge
issue-resolution time48 hours to 30 minutesreported average
Key Project Capabilities
employee help desk
enterprise search
knowledge retrieval
ticketing
Microsoft• 2025-04
large customer-story collectionHow Real-World Businesses Are Transforming with AI
#cross-industry#customer-stories
new stories added in update261April 2025 update
customer stories referenced700+cross-industry collection
Key Project Capabilities
customer service
sales
operations
manufacturing
healthcare
finance
developer productivity
Gleecus• 2026
service-provider case study collectionAI and Digital Transformation Case Studies
#IT-services#digital-transformation#AI
Key Project Capabilities
custom AI applications
cloud modernization
automation
data engineering
enterprise software