Contract Intelligence at Scale
A publicly listed global enterprise accelerates legal operations with contract intelligence and Agiloft ScreensAI
A global leader in critical digital infrastructure implemented an AI-powered contract intelligence solution based on Agiloft ScreensAI to scale its legal operations without proportionally increasing headcount.
Operating across multiple regions and regulatory environments, the company partnered with The Lowgical Studio to automate contract review, generation, and standardization at enterprise scale.
Contract intelligence as a scaling challenge for global enterprises
The rapid expansion of data centers, cloud infrastructure, and AI-driven workloads has triggered a sharp increase in contract volumes across large enterprises: commercial agreements, supplier contracts, regulatory compliance clauses, intellectual property, and cybersecurity obligations.
For a listed multinational operating at global scale, this growth creates structural challenges:
Rapid and sustained increase in contract volume
Fragmented legal practices across regions and business units
Growing pressure on legal and legal operations teams to move faster without increasing risk
Contract intelligence addresses these challenges by combining automation, risk analysis, and standardization across the contract lifecycle.
Why a global listed enterprise chose Agiloft ScreensAI
The company selected Agiloft ScreensAI, an AI extension of Agiloft’s Contract Lifecycle Management (CLM) platform, to strengthen its contract management capabilities while maintaining enterprise-grade governance.
Key drivers behind this decision included:
Automated contract review powered by large language models
AI-assisted clause generation aligned with internal standards
Context-aware risk detection adapted to different jurisdictions
Native integration within an existing, mission-critical CLM environment
ScreensAI acts as a specialized legal assistant, configurable by contract type, business function (procurement, sales, compliance), and geographic region—an essential requirement for a regulated, publicly traded organization.
Deploying ScreensAI: the role of The Lowgical Studio
The success of the initiative depended not only on the technology, but on its operational integration within a complex enterprise environment.
The Lowgical Studio acted as an AI integration partner, focusing on real-world legal workflows rather than isolated tooling.
1. Contract process mapping
Analysis of legal workflows by region and business unit
Identification of high-volume and high-risk contract types
Prioritization of automation use cases based on business impact
2. Legal prompt engineering and playbooks
Design of enterprise-specific AI prompts
Creation of legal playbooks by contract type and jurisdiction
Alignment of AI outputs with internal legal standards and terminology
3. Integration and user adoption
Configuration of ScreensAI within Agiloft CLM
Implementation of a human-in-the-loop operating model, aligned with corporate governance
Enablement and onboarding of legal teams across regions
Results: legal operations automation at enterprise scale
Following the deployment of Agiloft ScreensAI, the organization achieved measurable improvements across its legal operations:
More than 60% reduction in contract generation time for selected contract types
Automated identification of high-risk clauses prior to human review
Global standardization of legal practices through shared playbooks
Improved collaboration between legal, procurement, and sales teams
By automating repetitive contract tasks, legal teams were able to refocus on higher-value legal analysis, negotiation, and risk management—a critical shift for a company operating under public-company constraints.
Contract intelligence as a driver of sustainable growth
Legal operations automation is becoming a strategic enabler for fast-growing, publicly listed enterprises. Contract intelligence does not replace legal professionals; it extends their capacity while preserving compliance, auditability, and consistency.
In this case, the integration of ScreensAI supported a broader growth strategy: scaling global operations while maintaining control over legal risk, without inflating headcount or compromising governance.
The Lowgical Studio: contract intelligence integration partner
The Lowgical Studio supports large enterprises in the operational integration of AI solutions across business processes, with a strong focus on pragmatic deployment, governance, and adoption at scale.
Core capabilities include:
Contract intelligence and CLM integration
Legal prompt engineering for enterprise environments
Design of AI-augmented legal workflows
Change management and user adoption
Looking to automate your legal operations?
If your organization manages a growing contract volume across regions and is exploring AI-driven contract review, generation, and lifecycle management, The Lowgical Studio supports initiatives from strategy through production deployment.
Contact us to assess your contract intelligence use cases and identify the most relevant automation levers for your organization.