How I create impact

Fractional CTO leadership for enterprise transformation, workforce scaling, vendor governance, delivery stabilization, and measured AI enablement.

Services introduction

I work best with organizations that need a fractional CTO, enterprise transformation lead, or nearshore LATAM operating partner who values measurable outcomes, clear communication, and long-term thinking over hype.

The core is the same: deliver measurable change while maintaining (or improving) the stability and morale of your organization.

Typical engagements range from 3–12 months and include strategy design, execution, team mentoring, and built-in transition planning so the work compounds without you.

Service offerings

Executive CTO Advisory

Strategic technology leadership when you need it most

I serve as fractional CTO, strategic advisor, or executive confidant during critical transitions—platform modernization, leadership changes, scaling challenges, or complex technical decisions that impact the business.

Key outcomes

  • • Define technology strategy aligned to business outcomes and budget constraints.
  • • Navigate complex vendor ecosystems and renegotiate commercial terms with measurable discipline.
  • • Build or strengthen executive-level visibility into technical roadmaps, delivery predictability, and team capacity.
  • • Guide organizations through platform migrations, architecture decisions, and technical debt management without losing momentum.

Blended US + LATAM Workforce Scaling

Double your engineering capacity. Maintain delivery predictability.

Build and scale distributed engineering teams across the US and LATAM with disciplined hiring, contract-to-hire pipelines, and clear commercial governance. I've grown teams from 30 to 75+ while maintaining delivery velocity and predictability.

Key outcomes

  • • Design sustainable hiring pipelines: contract → FTE transitions at scale, negotiated vendor relationships (MSA, SOW, T&M), and measured ROI per hire.
  • • Establish LATAM talent development frameworks: career progression, compensation alignment with global markets, and retention discipline.
  • • Build procurement governance: vendor portfolios under formal management (SLA, KPI, cost controls), reduced shadow IT, and transparent spend discipline.
  • • Connect distributed teams to global standards: hiring criteria, delivery standards, code quality, and execution metrics—without losing local agility.

Vendor & Commercial Governance

Control complexity. Reduce costs. Maintain flexibility.

Govern multiple vendor relationships (internal teams, external contractors, cloud providers, software vendors) with measurable commercial discipline. Reduced cloud costs by 80%, restructured vendor portfolios under $5M, and eliminated shadow IT through clear governance.

Key outcomes

  • • Map and optimize vendor portfolios: consolidate redundancy, negotiate better terms, establish clear SLAs, and measure vendor ROI.
  • • Design vendor models: define what stays internal (FTE) vs. external (contract, SOW, T&M lines) based on cost, talent risk, and business control.
  • • Establish procurement discipline: transparent vendor spend tracking, contract renewals tied to performance, and commercial alignment with business priorities.
  • • Reduce cloud costs: architectural optimization, resource discipline, waste elimination, and predictable forecasting—typically 40%–80% reduction.

Delivery Stabilization & Modernization

Scale, migrate, or transform without losing momentum

Guide organizations through critical transitions—platform rebuilds, cloud migrations, leadership changes—while maintaining delivery predictability and team confidence. Stabilize before you scale.

Key outcomes

  • • Design phased modernization roadmaps: de-risk migrations, maintain business continuity, and preserve team morale through visibility and incremental wins.
  • • Establish delivery discipline: DORA metrics, automated deployments, observability, incident response—making delivery predictable and visible.
  • • Lead technical transitions: platform migrations, vendor consolidations, architecture shifts—with clear communication and measured risk.
  • • Strengthen team execution: improve hiring discipline, reduce context switching, establish clear priorities, and connect team work to business outcomes.

DORA Metrics & Execution Discipline

Make delivery predictable. Measure progress. Guide decisions.

Establish DORA metrics (deployment frequency, lead time, MTTR, change failure rate) as your operating discipline. I've used these to guide scaling decisions, identify bottlenecks, and build organizational trust in delivery predictability.

Key outcomes

  • • Instrument delivery pipeline: measure deployment frequency, lead time, reliability, and recovery metrics—starting from day one.
  • • Use metrics as leadership tool: guide staffing decisions, identify process bottlenecks, and communicate delivery status to executives with clarity.
  • • Improve over time: establish realistic baselines, set incremental goals, and celebrate progress—building team momentum and organizational confidence.
  • • Connect metrics to business: tie delivery predictability to product velocity, reliability to customer trust, and team growth to execution capability.

AI & Agentic Systems Enablement

Apply AI where it compounds business impact and team velocity

Integrate AI and agentic systems into operations, product, and team workflows—not for buzzword value, but for measurable business impact: cost reduction, velocity improvement, or capability unlocking.

Key outcomes

  • • Identify high-ROI AI opportunities: process automation, decision support, product enhancement—where AI creates measurable business value.
  • • Build reliable data foundations: ensure data quality, governance, and readiness for AI/ML workflows—the hard part most skip over.
  • • Execute controlled AI pilots: small bets with measurable success criteria, rapid iteration, and clear decision points on scale vs. abandon.
  • • Govern AI thoughtfully: address bias, explainability, security, and regulatory concerns—treating AI as strategic infrastructure, not experimentation.

Ready to scale, stabilize, or transform?

Let's discuss your challenges, your timeline, and how I can help you move forward with measurable discipline and clear outcomes.

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