MIT study confirms: companies burn millions on AI efforts that never touch the P&L. 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.
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.
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.
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.
Review successful case studies against your current processes to select 3 high-leverage processes.
Engage team leads to surface feasibility, constraints, compliance, and KPI impact.
2
AI-Supported Strategy
Use our Strategy Agent tool to codify goals, constraints, and risks—then generate and iterate a deployment plan.
Define business targets and P&L‑tied outcome metrics, map build vs. buy, and identify sponsors and working groups.
3
Pilot Programs
Design integrated pilots across ops + technology. Validate model and vendor fit.
Launch small, measure cycle time, quality, cost, and usage. Negotiate contracts.
4
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.
Finance, insurance, investment, IB, blockchain, real estate, hospitality, marketplaces, professional services, healthcare services, ed
4
4
Product & Eng
Product management, analytics, data architecture, cyber security/Info security
Services at a Startup pace, with Enterprise Rigor
AI Strategy
Evolving strategy leveraging Strategy Agent.
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.