AI Value Realization
A 2025 MIT report found that 95% of organizations were getting zero return from generative AI investment. MIT source
We help companies harness the power of AI by putting it in the context of your operation and meeting your users where they are at.
Speak with an ExpertOur experts bring decades of digital transformation to your AI implementation. If you are experiencing challenges, odds are we've seen it before.
The Journey
Discovery looks at your business holistically, looking for opportunity. Applied AI comes second. We find that targeted and specific goals are often skipped in most low-value rollouts. We train everyone in the conversation so the team can commonly define AI, value, and opportunity, from engineering to sales and HR.
Data - Infrastructure - Culture - Workflows - Incentives - Regulation - Security - Architecture - Adoption - TrainingWe don't just hand you a deck; we build your first wins. We use our discovery intelligence to produce POCs that scale to measure where your company will benefit most from AI and capture wins.
Secure - Monitored - Measured - Defined - Governed - Team Based - CostWe help you set the initial roadmap for scaling AI and enable teams to be self-scalable while also realizing value. We can help you measure, govern, and secure your rollout (or course correction) to achieve mature, responsible, and ethical AI use.
Orchestration - Gateway - AI Native SDLC - License Management and Optimization - AI Sovereignty - Org Structure - Cost Allocation - Data Layer and Endpoint Architecture at ScaleDiscovery
Every AI tool, pilot, and shadow project in the organization: what is running, who owns it, and what it touches. Security audit and governance considerations. Technical infrastructure currently available in the organization.
We categorize the organization's maturity as compared to other organizations in the same class and category. We have spoken with hundreds of executives and frontline workers and can tell you where you stand.
Speaking the same language when it comes to AI is critical. Between the hype and doom all over social media, it is common to have vastly different definitions of AI, successful adoption, and real-world application.
A ranked list of use cases, the first win we would build, and the return it should produce.
What we build
We design multi-agent systems that act inside your systems of record, with permission-aware access and human escalation built in. You can use our accelerators or use our playbooks and methodologies to build your own.
Data is the foundation of any technology implementation. AI is no exception. We work with your data teams to make your system of record AI-ready.
We specialize in highly regulated industries with Fortune 500 experience with common regulatory frameworks such as HIPAA, GDPR, and more. Evaluations, security, and governance are part of every deployment.
We train the teams, build the champions, and track adoption until new ways of working become habit.
Experience
Our team comes from a broad set of industries and backgrounds, from startups to Fortune 500 companies. We were the earliest adopters and implementers in the industry and have logged the hours to deliver results. Check out our papers below for some lessons learned along the way.