AI and data systems that deliver
measurable business impact
I partner with organizations to modernize data architecture, design AI‑powered workflows, deliver rapid proof‑of‑concepts, and scale them into production — from strategy through execution.
At a glance
- AI strategy, data architecture, workflow automation
- Proven track record delivering complex global programs
- ERP, business flows, and enterprise data platforms
- Founder of lakant.io — next‑gen data aggregation platform
Services
Focused, outcome‑driven engagements. Mix & match as needed.
System design & roadmaps
Assess readiness, identify high‑value use cases, prioritize initiatives, and define a pragmatic adoption plan with governance & KPIs.
Proof‑of‑Concepts & Accelerators
Design and deliver rapid prototypes to validate impact, de‑risk investments, and scale into production when value is proven.
Data Architecture Modernization
Evolve platforms for scalability and reliability — pipelines, integration, quality, lineage, access, and cloud‑native patterns.
Workflow Automation & Optimization
Automate repetitive processes and orchestrate end‑to‑end flows to boost productivity and reduce operational risk.
Operating model & delivery
Target operating model design, build/buy/partner decisions, risk management, regulatory alignment, and program governance.
Delivery, Change Management & Adoption
Project planning and execution, stakeholder alignment, enablement & training, communications, OKRs, and measurement to embed change that sticks.
Approach
Design
Start with a short diagnostic: goals, constraints, and success metrics. Then map the business flows, data, and the first system to build.
Build
Ship a working system, from a first proof‑of‑concept into production.
Scale
Extend it across teams and processes, with a way to keep it running.
Measurable Outcomes
- Reduced cycle time in research & reporting workflows by automating data preparation and validation.
- Improved decision‑making with transparent data lineage, quality checks, and auditability.
- Faster time‑to‑value through targeted POCs and reusable accelerators.
- Lower run costs via right‑sized cloud adoption and resilient architectures.
Credentials
Experience
20+ years leading global technology transformation at FactSet and Goldman Sachs. Built lakant.io, a next‑generation data aggregation platform for asset managers.
Focus Domains
ERP and core business systems, end‑to‑end business flows, enterprise data platforms, workflow automation, and AI adoption.
Let's talk about your next initiative
Tell me about your goals and constraints. I'll respond with a pragmatic plan and a clear first step.
We can help with:
- Design the first build
- Build it into production
- Scale it into day‑to‑day operations
- Project Planning & Execution
- Change Management
- Executive Coaching / Training