Recover, Architect, and Operate with Confidence

RuHealing helps leaders recover high-risk programs, build governed AI & MLOps foundations, and restore operational observability across modern platforms.

Assessment → Architecture → Execution
Flexible engagements with dedicated architecture capacity.

Best fit: CTO · VP Data / Engineering / Platform · Regulated & Mid-Market Leaders

Three focused engagements built for measurable outcomes

01 · Starts with Discovery

Recover High-Risk Cloud & Data Programs

Stabilize delivery on stalled or high-risk initiatives. Architecture-led recovery for delayed programs, regulated environments, and modernization efforts that need clear direction.

  • Duration: 2–12 weeks
  • Typical Engagement: 40–480 hrs
  • Delivery: Remote

Best for: Delayed delivery, regulated environments, and modernization recovery.

What clients receive
  • Architecture assessment
  • Recovery roadmap
  • Execution guidance
Recover My Program

02 · Starts with Discovery

Build Governed AI & MLOps Foundations

Establish the platform, governance, and operating model required to move from AI experimentation into production with confidence and accountability.

  • Duration: 2–12 weeks
  • Typical Engagement: 40–480 hrs
  • Delivery: Remote

Best for: AI readiness, production ML, and operating models.

What clients receive
  • Platform blueprint
  • Governance framework
  • Deployment model
Build My AI Foundation

03 · Starts with Discovery

Operational Observability & Platform Reliability

Close telemetry gaps and restore visibility across cloud, data, and AI platforms. Establish the observability architecture and operating practices required for reliable operations.

  • Duration: 2–12 weeks
  • Typical Engagement: 40–480 hrs
  • Delivery: Remote

Best for: Platform blind spots, telemetry gaps, and reliability concerns.

What clients receive
  • Observability architecture
  • Operating model
  • Measurement framework
Restore My Observability
Discovery Call Engagement Delivery

How engagements work

Discovery

20–30 minute discovery discussion

Purpose

Fit, scope, constraints

Not included

Architecture delivery or issue remediation

Capacity Reserve

40-hour prepaid reserve ($10,000 minimum)

Description

Dedicated architecture capacity secured as retainer credit and applied toward delivered work.

Most engagements begin with discovery and activate reserve capacity only after mutual alignment.

Payment Terms

Clear, predictable commercial terms

  • NET 15
  • ACH preferred
  • Checkpoint-based expansion
Discovery Reserve Delivery Expand

Not sure where to start? A 20–30 minute discovery discussion clarifies fit and scope.

Schedule Discovery Call

Free discovery. No obligation.

Architecture Areas

Cloud & data platform recovery
Regulated modernization programs
Governed AI & MLOps foundations
Production ML operating models
Observability architecture & telemetry
Platform reliability & measurement

Selected Work

Recovery, architecture, and observability work across regulated, enterprise, and mid-market environments.

01

Regulated Cloud Transformation

Challenge

A complex regulated cloud program required architecture leadership to reduce execution risk and re-establish a credible delivery path.

What We Delivered
  • Assessed architecture gaps and delivery risks
  • Aligned platform direction with compliance constraints
  • Guided execution teams through stabilization
Outcome

Improved delivery confidence across a regulated cloud transformation.

02

Enterprise Data Modernization

Challenge

Legacy ingestion and transformation workflows were limiting governed analytics and slowing delivery.

What We Delivered
  • Designed target-state cloud data architecture
  • Defined modernization patterns for governed access
  • Aligned architecture direction across stakeholders
Outcome

Governed data architecture that scaled across enterprise analytics.

03

Observability Operating Model

Challenge

Platform blind spots and telemetry gaps were undermining reliability and on-call response.

What We Delivered
  • Established observability architecture
  • Defined measurement framework and SLOs
  • Operationalized telemetry across services
Outcome

Improved reliability and visibility across critical platforms.

04

AI Platform Foundation

Challenge

The client needed clear operating patterns to move AI from experimentation into governed production.

What We Delivered
  • Defined AI platform blueprint and governance
  • Mapped roles across data, platform, and ML teams
  • Recommended production-readiness controls
Outcome

Created a production-ready AI direction grounded in operational discipline.

About

RuHealing is a founder-led architecture practice focused on recovering high-risk programs, building governed AI and MLOps foundations, and restoring operational observability across modern platforms.

We work directly with executive and engineering leadership to translate complex situations into clear architecture, accountable operating models, and measurable outcomes.

Let's explore the right engagement for your needs

Share your situation and which engagement resonates. We'll follow up within one business day to schedule your discovery call.

We'll review and follow up directly.

Start with a focused Architecture Discovery Call

Bring your architecture situation. Leave with a clear next step.

Schedule Discovery Call

Free discovery · No obligation · No architecture delivery during discovery