Where metricsIQ Fits
metricsIQ works in the third stage of enterprise AI adoption, where competitive advantage actually gets built. We work with enterprises ready to change how they operate, not just trim costs but rethink operations with AI at the center.
We start with an assessment and cover the full scope: AI architecture and engineering, yes, but also the organizational change management that determines whether the project sticks. Too many AI projects stall because they fail to secure alignment across business functions. Our approach ties technology adoption to the people, processes, and governance that make it work.
Our Heritage
The metricsIQ founding team previously launched 47Lining, a cloud consulting leader focused on data lakes, IoT, and AI/ML, which was acquired by Hitachi. Building cloud-scale industrial data platforms for Fortune 50 energy companies taught us how to guide enterprises through complex technology shifts. We now apply that same approach to agentic AI.
Fortune 50 Track Record
For a Fortune 50 oil & gas operator, we defined and implemented the AI-readiness ontology and context layer that connected siloed subsurface, production, and operations data. We then helped helped establish that framework as an industry data standard and brought it to market through an as-a-service licensing partnership with a major cloud hyperscaler.
Our Expertise
Our team has direct experience with current agentic AI and data technologies, including LangChain, LangGraph, Amazon Bedrock, MCP, vector databases, and agent-to-agent orchestration frameworks. We design architectures that fit into existing enterprise platforms and selected SaaS systems so that adoption is practical, secure, and works at scale.
A strong data foundation and governance framework are required for agentic AI to work. We help enterprises get data quality, lineage, security, and compliance right so that AI-driven processes can be trusted.
How We Work
Every engagement is tailored. We listen to your current workflows, identify the highest-value opportunities, and turn them into architectures that produce lasting business results. We are a technology partner that stays with you through the work.
What Sets Us Apart
Human + Agent Teams
Experienced teams working alongside AI agents. Your people stay in the loop. Human judgment guides every decision while agents handle data gathering, analysis, and execution at machine speed. The real question is: how does my workforce actually work *more efficiently and effectively* six months from now?
Decision Value Loops
Our methodology for building AI systems that get smarter with every decision. A continuous cycle of sense analyze decide act learn that closes the gap between insight, action, and outcome. Most enterprise AI stops at dashboards. We close the loop.
Learn moreBuilt for Production
Enterprise reality from day one: Snowflake, Databricks, AWS integration. Security, governance, and open standards (MCP, A2A, OASF). Our platform gets you to production faster and costs less than building from scratch.
Learn moreValue Advisor Methodology
Quantified projections tied to specific AI business use cases -- risk-adjusted and investment committee-ready. Not generic "AI value." Every projection maps to a decision your team makes today.
Learn moreTrack Record
The founders of 47Lining (acquired by Hitachi) have 60+ years of collective experience building enterprise-grade platforms for Fortune 50 energy, global logistics, and retail. Senior practitioners on every engagement.
Learn moreAdaptive Ontology
Our methodology for integrating data across 5--20+ specialized systems per solution. Without shared business context, agents cannot find or understand the data they need. This is the foundation that makes everything else possible.
Learn moremOperate Managed AI Services
Continuous monitoring, optimization, and value tracking. The Learn stage, running all the time. Your human + agent teams get smarter with every decision cycle, and value compounds.
Learn moreAgentic AI Test Kitchen
A working lab where clients try agentic AI firsthand. See what human + agent teams look like before you commit: real scenarios, real data, real confidence.
Leadership Team
The people who architect your solution are the same people who build and operate it. Our founding team built and sold an enterprise cloud data platform company — then reassembled to apply that experience in the agentic AI era.
Case Studies
Every engagement below was led by the same principals you'll work with today. These aren't inherited case studies — they're proof that our team delivers measurable outcomes across industries and at enterprise scale.