Responsible AI/ML Governance
Policies to adopt AI tools for Responsible AI/ML Governance
Ethical Principles Guidelines
Ethical principles and guidelines issued by governments, research institutions, and companies.
GAPS Framework to assess AI tools ability to behave and make responsible suggestions.
Governance council and working groups to develop polices to deploy responsible AI tools.
Algorithm Gap Assessment
AI/ML Governance Council
Ethics
Algorithm
Transparency
Policymakers face the challenge of enabling responsible and legally compliant data access without discouraging data sharing and innovation.
AI Safety Report 2025: Technical tools to evaluate, trace, filter, and automatically license data could make this much easier, but current tools are not sufficiently scalable and effective.
AI/ML Algorithm Risk Assessment
We will provide a comprehensive data governance policy aligned with your industry compliance and best practices with Data Governance Council & Working Groups.
Algorithm Analysis
GAPS Framework for comprehensive data mapping, lineage, data sources, formats, and data classification across your organization.
Align MDM initiatives across business units, driving data catalogs, data sheets, data cards, ownership and stewardship for data integrity.
Using ethical black box to record critical data and applying global-view auditor for continuous monitoring and validation.
Pre-Provisioning
Auditing
Ethical AI Center of Excellence
Expert consulting for data governance strategies, ensuring high-quality data management and compliance across organizations.
Continuous Ethical Validation
Monitoring and validating outcomes of AI tools against ethical requirements and alerts when requirements are met or breached.
Ethical Knowledge Base
Building knowledge-base for ethical records and critical data for auditing and investigating accidents or near misses in AI systems.
Auditing tools to ensure accountability by analyzing data sharing, privacy and access between involved AI/ML and data systems.
Verifiable Ethical Credentials
Responsible AI Transparency
Data classification, protection controls, encryption standards and sensitivity assessment for data access and sharing for cross-agency collaboration
AI Transparency Framework
Defining transparency requirements to check accountability mechanisms and escalation procedures ensuring legal compliance.
Trust and Engagement Strategy
Design communication strategies to build understanding and trust with metrics to measure client perception and trust in AI-enabled services.
AI governance council with representation from IT, legal, & stakeholders to decide on requests for AI project approvals and ethical reviews.
Responsible AI Governance Council
GAPS Framework - Responsible AI
Align Forte's GAPS Framework is more than just a solutions discovery, process improvement tool or a tech alignment playbook—it’s a game-changer. This four-phase methodology bridges the gap between operational efficiency and cutting-edge solutions ensuring they evolve together to drive innovation, scalability, and measurable results.
Here’s how it works.
1. Gaps Assessment: Discovery Session, Finding What You Are Missing, Knowing Where You Stand
Every transformation starts with clarity. We dive deep into your current processes—mapping workflows, pinpointing bottlenecks, and analyzing performance data. Then, we assess your technology stack to uncover gaps and opportunities. The result? A detailed "State of Synergy Report" that lays the foundation for meaningful change.
2. Analysis In-depth: ROI/COI Strategic misalignments, Risks, Setting the Course
Great improvements don’t happen in a vacuum. In this phase, we align your process goals with your technology capabilities and overarching business vision. We prioritize high-impact opportunities and craft a technology roadmap that supports your ambitions. Our proprietary "Synergy Score"—a unique metric blending efficiency and tech utilization—helps you track progress from day one.
3. Problem Definition: Design and Innovation: Build the Future
Transformation isn’t theoretical—it’s tangible. We define problems to prove the concept. Real-time data and our Synergy Score guide optimization, while training and change management ensure your team embraces the shift. The outcome? A fully operational "Synergy System" delivering results.
4. Solutions Consulting: Prioritizing, Implementing and Optimizing: Making It Real
Here’s where the magic happens. We redesign your solutions and processes using lean and agile principles, then pair them with tailored technology solutions—think automation for repetitive tasks, AI for smarter decisions, or IoT for real-time insights.
Align Forte, LLC,
1401 21st St. Ste R
Sacramento, CA 95811
sales@alignforte.com
Ph: (916) 242-5271