We embed senior operators with your team, ship AI in your critical workflows, and exit in 2–18 months.
We enable your team to own and maintain AI within your organization. No permanent dependency. No strategy-deck theatre.
Cracking the $14Trillion AI Opportunity: How much will your organization capture?
MIT study confirmed that companies burn millions on AI efforts that never touch the P&L. "We signed up for ChatGPT/Copilot" is the most popular initial step organizations take.
Wasteful AI Spend: Ad Hoc AI Experiments
Individual professionals using ChatGPT or other public tools for one-off tasks. No knowledge retention, no firm standards, significant security and privilege risks.
Profitable AI: Firm-Wide AI Infrastructure
Integrated platform that connects to your knowledge base, encodes your methodology, maintains privilege, and improves with every engagement. AI becomes the default starting point for research, drafting, and analysis.
The gap isn't technology—it's execution of a novel technology. 3volve has helped leaders cross it—and we continue partnering to turn AI spend into business results.
AI-First Team
Leadership
Yvette Romero
Founder / Managing Partner Technology Innovation
Harvard MBA + Engineer
Built for Both Enterprise and Growing Business
Two engagement models. Same outcome: your team owning AI.
$100M+ Revenue Organizations
- Custom build inside your security perimeter
- Vendor scorecards that test SaaS providers for actual AI differentiation — not AI-washed UX
- Data residency, privilege, and compliance designed from day one
- Multi-cloud architecture: Azure OpenAI, AWS Bedrock, Google Vertex, or on-prem
- Org redesign for AI-native operations
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Small&Medium Businesses
- Lightweight builds on top of foundation models (OpenAI, Anthropic Claude, open-weight options)
- A proprietary database that compounds in value as you grow
- Personal customer service agents trained on your voice and product
- Pragmatic stack: cost-conscious, fast to deploy, easy for your team to maintain
- Your team trained to evolve the system after we leave
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Products & Industry Expertise
Proprietary Products& Back-End Ops
Intelligent algorithmic risk underwriting/pricing, complex case processing, sensors/IOT data, workflow pipelines
Core Org Functions
Customer service, sales, business operations, FP&A/strategic finance, legal & compliance, IT, HR, market analysis
Industry Knowledge
Finance, insurance, investment, IB, blockchain, real estate, hospitality, marketplaces, professional services, healthcare services, ed
Product & Eng
Product management, analytics, data architecture, cyber security/Info security
AI Deployment that Leverages your Full Organization
Connected Pilots = Process + Tech Change
We design knowing AI capabilities shift, but value sticks when pilots go deep in the right critical workflows, redesigning how work happens while testing models and vendors.
This approach keeps future model swaps as tech upgrades—not org/process rewrites. Sequenced sprints with KPIs (cycle time, quality, cost, usage).
Executive Sponsorship Enablement
A 3volve senior lead steps in as a interim AI deployment exec/Chief-of-Staff/product lead to unite product, engineering, data security, compliance, and ops.
We run the cadence, decision logs, and unblockers to create leverage so executives focus only on core decisions.
Upskilling While Shipping
We build internal expertise in leaders and teams as we build together. role‑based playbooks, ride‑alongs, and enablement inside live workflows to build durable daily habits. Roles are augmented or replaced by AI.
Data & Non‑AI Systems Readiness
Data silos and legacy systems block 95% of high-value use cases.
We run an access + integration workstream in parallel: data contracts, privacy/retention controls, and architecture options aligned to your cloud stack (Azure OpenAI, AWS Bedrock, Google Vertex, or on‑prem).
AI Bubble-Ready
Outcome‑based spend, vendor optionality, and cost control to avoid lock‑in when hype cools.
Model‑agnostic design, vendor scorecards, and outcome‑based pricing to avoid lock‑in and keep unit economics improving as the market shifts.
Our Process based on 20 Years of Iterative & Innovative Deployment
Let's start with a conversation to explore the possibilities. Then design a 2-9 month pilot program
Explore Successful Case Studies
Review successful case studies against your current processes to select 2-5 high-leverage processes.
Engage team leads to surface feasibility, constraints, compliance, and KPI impact.
AI-Supported Strategy
Define strategy with business targets and P&L‑tied outcome metrics. Identify sponsors and working groups that will own deployment.
Pilot Programs
AI deployment is unique to each organization, pilots allow to see in practice what works for your team.
Design integrated pilots across ops + technology. Validate model and vendor fit.
Launch small, measure cycle time, quality, cost, and usage. Negotiate contracts.
Full Launch
Deploy with guardrails and tracking - adjusting as needed.
Deploy broader upskilling program.
We've solved this before. Through 20 years of tech disruptions—cloud migration, SaaS vs in-house, blockchain, algorithmic decisioning—we've shipped what works and killed what doesn't. Fast.
We Make Ourselves Unnecessary
Most AI consultants engineer extensions. We engineer our exit.
3volve embeds senior operators with your team for 6 to 18 months. We don't hand you a strategy deck — we ship working AI alongside your people, upskill them as we go, then transfer full ownership. When we leave, your team runs the AI. The capability stays. Your dependency on us ends.
Deploy, Not Advise.
We build alongside your team in your stack, not on slides.
Exit by Design.
2–18 month engagements with explicit handover milestones from day one.
Non-Technical Ownership.
Business teams take over work previously reserved for engineers.
Services
Transform with our team at a startup pace, with Enterprise Rigor
AI Strategy
Evolving strategy that we execute together - we deliver execution, not just a deck.
Pilot Programs
Design, run, help build connected pilots.
Deployment
Hands-on build & deployment alongside your teams.
Vendor Assessment
AI Vendor scorecard assessment and negotiations.
Ready to Evolve Your Business with AI?
We have driven innovation for Startups Series B-E with over $100million in annual revenues and org team overhaul within enterprises with billions in revenues.
Deploy AI. Then We Hand You the Keys.