AI workflow consulting · San Diego
Liminal Transformations Group helps small and mid-sized organizations improve document-heavy, administrative, and operational workflows with useful, trustworthy AI.
StrategySystemsAdoptionTrust
Business firstStart with an operational outcome, not an AI product.
Human-centeredDesign review and accountability into the work.
Built to improveMeasure what changes and refine the system.
AI consulting services
Begin with the problem, choose the highest-value opportunity, prove it in practice, and build the operating discipline to sustain it.
Typical starting point: $1,500
A practical review of your workflows, information, handoffs, and risks—prioritized by business value, feasibility, risk, and implementation complexity.
Projects begin around $5,000
A focused AI-assisted workflow designed around the way your team already works, with clear human review, testing, and adoption support.
Support begins around $1,500/month
Continued measurement, refinement, and oversight so your AI-enabled workflows stay useful as your people, processes, and tools evolve.
Pricing is a planning guide. Final fees depend on scope, systems, risk, and implementation complexity.
Who we help
LTG works with operationally intensive small and mid-sized organizations—especially professional services, legal, mortgage and real-estate, and teams with high administrative or document demands.
Common starting points
01Repetitive administration
02Document processing
03Manual data entry
04Inefficient handoffs
05Workflow bottlenecks
06Repetitive communication
07Errors and delays
08Work that pulls people away from higher-value tasks
How an engagement works
The sequence keeps investment proportional to evidence. Each phase should earn the next.
Clarify the work, the friction, and the business outcome worth pursuing.
Rank opportunities by value, feasibility, risk, and implementation complexity.
Build and test a defined workflow with the people who will use it.
Measure, refine, and govern the system as the organization changes.
“The best AI system is not the most impressive one. It is the one your people can trust, use, and improve.”
Founder-led expertise
Liminal Transformations Group is led by Israel V. Ortiz, CMM, a San Diego–based operations and process-improvement leader.
Israel brings more than two decades of experience across manufacturing, operations, procurement, maintenance planning, training, Lean/TPM, KPI and OEE improvement, workflow standardization, and AI-assisted workflow optimization.
That background shapes LTG’s approach: understand the work, make the process visible, introduce the right amount of technology, and create a system people can operate with confidence.
Liminal Transformations Group is operated by Earthspeaks Ventures LLC.
Frequently asked questions
Liminal Transformations Group helps small and mid-sized organizations identify, design, implement, and improve practical AI-assisted workflows. The work begins with business operations—not with a particular AI tool.
LTG is designed for operationally intensive small and mid-sized organizations, especially professional services, legal, mortgage and real-estate, and teams with significant administrative, document, or workflow demands.
Most engagements begin with a discovery conversation. If there is a meaningful opportunity, the next step is typically an AI Opportunity Assessment that identifies and prioritizes practical use cases.
An AI Opportunity Assessment typically starts around $1,500. Workflow implementation projects begin around $5,000, and ongoing AI operations support begins around $1,500 per month. Final pricing depends on scope and complexity.
LTG focuses on reducing repetitive work and improving how information moves through a business. Human review, accountability, and adoption are designed into the workflow wherever they matter.
LTG is led by founder Israel V. Ortiz, CMM, an operations and process-improvement leader with more than 20 years of experience across manufacturing, procurement, maintenance planning, training, Lean/TPM, workflow standardization, and AI-assisted workflow optimization.
Start with the work
Share the workflow that feels repetitive, slow, error-prone, or harder than it should be. We will help you determine whether there is a practical AI opportunity and what a sensible first step looks like.
Start the discovery step