Enterprise AI Enablement for Production AI
RBCG helps enterprises move from AI pilots to dependable production operations through Build, Run, and Continuous Development.
Powered by Conflux. Guided by the Meridian Model.
From hype to production discipline
We help teams standardize how AI is built, operated, governed, and improved across the enterprise. We leverage the Meridian Model as our foundational approach to software engineering.
Why It Matters
AI pilots are easy. Production is hard.
Access, prompts, tools, and providers sprawl across teams.
Costs rise without clear attribution.
Quality changes are hard to evaluate safely.
Governance and auditability are often missing until risk appears.
RBCG gives enterprises the operating model, engineering discipline, and control layer required to ship AI reliably at scale.
What We Deliver
What you get with RBCG
End-to-end AI enablement through Build, Run, Continuous Development, and Govern.
Build
Ship lighthouse AI workflows into production with clear success metrics, governance gates, and acceptance criteria.
From pilot to production with confidence.
Run
Operate production AI with monitoring, incident support, reliability tuning, and a defined operating cadence.
Production-grade operations from day one.
Continuous Development
Improve quality, performance, and ROI over time with evaluation suites, controlled releases, regression prevention, and testing discipline.
Always improving, never regressing.
Govern
Standardize access, policy enforcement, audit trails, evidence retention, and cost accountability by team, app, or workflow.
Enterprise-grade compliance and control.
Powered by Conflux
Conflux is the delivery engine behind every engagement—standardizing multi-model access, lifecycle controls, telemetry, cost visibility, and traceable execution.
Learn about ConfluxOutcomes
What changes in the first 90 days
1–2 lighthouse workflows in production with measurement in place
Cost attribution visible by team, app, or workflow
Governance baseline established for access, audit trail, and release controls
A repeatable path for versioning, testing, promotion, and rollback
Executive reporting that ties spend to measurable outcomes
Who We Serve
Who We Serve
Built for the teams responsible for production AI
Platform & Engineering Teams
Create shared standards for AI delivery, reduce one-off implementations, and gain control over access, environments, release processes, and operations.
AI Product Teams
Move faster from concept to production with delivery support, lifecycle controls, evaluation gates, and a dependable path for continuous improvement.
Security, Compliance & Finance Leaders
Gain policy enforcement, audit-ready traceability, cost visibility, budgets, alerts, and the operational evidence needed to scale responsibly.
Executive Sponsors
Turn AI investment into a measurable operating capability with clearer accountability, better reporting, and a scalable model across teams.
How We Work
A simple path from pilot to production
Readiness Sprint
- Align scope and success metrics
- Identify production risks and gaps
- Select 1–2 lighthouse workflows
- Produce a rollout blueprint
Foundation Build
- Deploy the production foundation
- Enable governance and measurement
- Ship 1–2 workflows to production
- Deliver runbooks and handoff
Operate & Scale
- Run production AI operations
- Continuously improve ROI
- Expand workflows on a cadence
- Executive reporting and oversight
Why RBCG
Technology-enabled delivery
Conflux is not a slideware concept—it is the operating layer behind how we deliver, govern, and improve AI in production.
Production-first mindset
We design for long-lived operations with governance, traceability, reliability, and cost control built in from the start.
Reusable delivery patterns
We bring repeatable workflows, playbooks, release processes, and operating cadence that make scaling easier across teams.
Engineering discipline
We build systems that are understandable, testable, safe to change, and measurable over time. The Meridian Model governs everything that we deliver at RBCG.
Not just advice. An operating model.
RBCG combines senior delivery leadership, rigorous engineering standards, and Conflux to help enterprises build, run, and continuously improve AI systems in production.
Get In Touch
Ready to move AI from pilots to dependable production?
Start with a 30-minute discovery call. We'll confirm fit, identify lighthouse workflows, and recommend the right engagement path.
We typically respond within 1–2 business days.