Where metricsIQ Fits
At metricsIQ, we specialize in the third stage of enterprise AI adoption – where measurable competitive advantage is created. We partner with enterprises ready to fundamentally change how they operate, moving beyond incremental efficiency to enterprise-scale transformation.
We begin with an assessment and bring end-to-end expertise: not only in AI architecture and engineering, but also in the organizational change management required for success. Too many AI projects stall because they fail to secure alignment across business functions. Our approach ensures that technology adoption is supported by the people, processes, and governance structures needed to deliver real impact.
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. That experience building cloud-scale industrial data platforms for Fortune 50 energy companies shaped our ability to guide enterprises through complex technology shifts – an approach we now extend into the era of agentic AI.
Proven at Fortune 50 Scale
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 drive that framework to adoption as an industry data standard – and brought it to market at scale through an as-a-service licensing partnership with a leading cloud hyperscaler.
Our Expertise
Our team brings hands-on experience with the leading agentic AI and data technologies, including LangChain, LangGraph, Amazon Bedrock, MCP, vector databases, and agent-to-agent orchestration frameworks. We design architectures that integrate seamlessly with existing enterprise platforms and selected SaaS systems, ensuring adoption is practical, secure, and scalable.
We understand that a strong data foundation and governance framework are essential for agentic AI to succeed. From data quality and lineage to security and compliance, we help enterprises establish the trust and reliability that AI-driven processes demand.
Our Commitment
Every engagement is tailored. We listen carefully to your current workflows, identify the highest-value opportunities, and translate them into architectures that deliver sustainable business outcomes. With metricsIQ, you gain more than a technology partner – you gain a trusted guide for your transformation journey.
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 question isn't "what can AI do?" -- it's "how does my workforce actually work differently six months from now?"
Decision Value Loops
Our proven methodology for building AI systems that get smarter with every decision. A continuous sense-analyze-decide-act-learn cycle that closes the gap from insight to action to 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 accelerates your time to value and reduces cost compared to 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 moreProven Experience
The founders of 47Lining (acquired by Hitachi) bring 60+ years of collective experience building enterprise-grade platforms for Fortune 50 energy, global logistics, and retail at scale. 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 continuously. Value compounds as your human + agent teams get smarter with every decision cycle.
Learn moreAgentic AI Test Kitchen
A hands-on proving ground where clients experience agentic AI in action. See what human + agent teams look like before you commit -- real scenarios, real results, 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.