--- title: T Ngo — Risk Translator description: Risk translator. Two decades in insurance and risk, developed into — building clarity tools for decision-makers in AI, capital, energy, and climate. url: https://hellotngo.com --- # Hi, I'm T. T Ngo · ARM, RPLU *Risk Translator* Two decades in insurance and risk, now translating that experience into clarity tools for decision-makers across **AI, capital, energy, and climate**. The portfolio below represents where that work has led so far. --- ## About Two decades on both sides of the insurance and risk table. I began in Financial Lines underwriting at AIG and Hanover, then crossed over to risk management at Essex Property Trust and Pine Gate Renewables — where I served as VP of Insurance & Risk for a utility-scale solar developer, building risk architectures from the ground up and using surety bonds and surety-backed letters of credit as capital alternatives. The throughline is translation — turning complex exposure into clarity that decision-makers can act on. Today I apply that frame more broadly. The portfolio below maps judgment under pressure and translation work for non-technical readers. For commercial insurance and risk engagements, see [Clean Power Whisperer](https://cleanpowerwhisperer.ai). --- ## Quick profile - **AI credentials** — Google AI · Anthropic AI Fluency · Vibe Coding (L4: Platinum) · Microsoft Azure AI - **Insurance credentials** — ARM (Associate in Risk Management) · RPLU (Registered Professional Liability Underwriter) - **Previously** — Pine Gate Renewables · Essex Property Trust · Hanover · AIG - **Experience** — Insurance architecture from the ground up for P&C, financial lines, E&O, environmental, cyber, and tax · capital optimization via surety · fast-growing company scaleup · utility-scale power producer - **Executive programs** — Carnegie Mellon CRO · Stanford GSB Sustainability Strategies - **Education** — B.A. International Studies, Economics — Magna Cum Laude --- ## Operating principles ### 1. Translation over prediction. The job isn't to forecast. It's to translate what an insurance policy offers into capital and risk implications a capital allocator can act on. Every analysis ends with one question: *so what should the client consider?* *For example —* - Collapse standalone insurance placements into master programs. Delivers scale for property insurance during construction and operation. - Create a consistent methodology for sizing policy limits. Stays inside risk appetite without leaving capital on the table. - Deliver security posting via surety bonds and surety-backed letters of credit. Reduces cost of capital. ### 2. Curious by habit. The tools that help me translate keep changing. So I learn to build with whatever's new, see what it can carry, see what it can't, then revisit the question I was asking later. In 2017: I wrote about [a conversation with a robot representing me](https://www.linkedin.com/pulse/blockchain-insurance-conversation-future-thi-lee). In 2020: I built a small chatbot for Q&As as an experiment for Microsoft Azure AI certification. In 2022: ChatGPT 3.5 arrived and the steep learning curve accelerates. The portfolio below is what's come out of that habit so far. --- ## Portfolio — built with AI With AI, cool new stuff comes out all the time. The things I build serve as my own history museum. Welcome to the gallery. ### 2026.06 · Opus 4.8 & Opus 4.7 — AI · Energy · Climate *A connection brief.* Explore the connections and the question — who carries the risk? → [AI & Energy](https://connection-ai-energy.lovable.app) → [Energy & Climate](https://connection-energy-climate.lovable.app) → [AI & Climate](https://connection-ai-climate.lovable.app) ### 2026.05 · Opus 4.7 — Votu (Lenny sample) *Judgment binds you to one side. See how practitioners walked through theirs.* Sample — Lenny: 24 calls from three founders (Chesky, Balfour, McCabe), sourced from Lenny Rachitsky's podcast. Pick a tension. See where they landed. Learn what was accepted to lose. → Companion volumes at [votu.app](https://votu.app). ### 2026.05 · Opus 4.7 — Cartu (Claude Legal sample) *The Shape of a Skill.* Sample — Anthropic shipped Claude for Legal. I pulled 151 skill.md files and have them mapped. Seeing the shape of a skill helps me comprehend. 12 architectural archetypes. → Other shapes drawn at [cartu.app](https://cartu.app). ### 2026.04 · Opus 4.7 — Capital Liberation Briefing on releasing trapped capital through surety bonds and surety-backed letters of credit. Built for presentation at IRMI Energy Risk & Insurance Conference (ERIC) 2026. → Filed at [Clean Power Whisperer](https://cleanpowerwhisperer.ai) → Library. ### 2026.04 · Opus 4.7 — The Pillar Test™ Framework briefing for a six-step capital-clarity methodology. For the engine to run the Pillar Test on a live deal, please connect. → ### 2026.03 · Opus 4.6 — For the moms navigating change Sample — *Leverage AI*: Five permissions for women navigating change with AI as the new tool. → More for moms at [bymom.app](https://bymom.app). ### 2026.02 · Opus 4.6 — Financial Model Insurance tab is included inside the financial model — a project-finance scenario engine for solar and storage that stress-tests DSCR, flip year, and CFADS. Made for the moments a capital allocator needs an answer in minutes. *The tab you want to open.* → Posted at [Clean Power Whisperer](https://cleanpowerwhisperer.ai) → Blog. ### 2026.01 · Opus 4.5 — Risk Whisperer Agency Immersive risk simulation through four safehouses: underwriter's safehouse, claims interrogation room, the treasury vault, and stakeholder command center. Create your own code name and accept the mission to enter. Have fun! → --- ## Services — how we might work together *Renewable-energy advisory work flows through [Clean Power Whisperer](https://cleanpowerwhisperer.ai). If a service applies — to you, or to someone you're advising — welcome to drop a note in [Let's talk](#lets-talk).* ### 01 — The Pillar Test™ Diagnostic - **For:** Capital allocators and risk leaders for clean-energy projects facing an M&A close, a refinancing, or an insurance program renewal. - **You bring:** The deal — insurance policies, insurance provisions, indemnity provisions in the key transaction documents, and your current Risk-Bearer assumptions. - **You get:** A Risk-Bearer Map™ that places every dollar of loss into one of three states (insured · contractually transferred · explicitly priced), plus a 1-page memo of where the program's load-bearing assumptions break. - **Format:** Asynchronous + working sessions. - **Turnaround:** Client specifies. - **Price:** $5K–$15K · per deal ### 02 — Capital Stack Risk Intelligence - **For:** Asset managers, lenders, and sponsors underwriting a portfolio acquisition or a large growth transaction. - **You bring:** Your capital stack (equity, tax equity, project debt, holdco), an insurance program summary, and the project parameters that matter. - **You get:** An interactive web deliverable — five chapters that map your capital stack, surface every coverage gap by layer, and run live stress tests (hurricane, grid outage, construction delay) with instant DSCR impact. - **Format:** White-label web deliverable (standalone HTML or hosted). - **Turnaround:** Client specifies. - **Price:** By engagement · scoped to portfolio size and complexity ### 03 — Private Collaboration - **For:** Anyone seeking strategic counsel — board members, founders, risk peers, recruiters scoping a fit. - **You bring:** A question or a situation. No prep required. - **You get:** A 60-minute conversation. T listens, frames, and sketches a structured next step when one is useful. - **Format:** 60-minute video call. - **Turnaround:** Client specifies. - **Price:** You propose since you have an idea about the value you're seeking. --- ## Let's talk ### Want to work together? I take on full-time roles and project collaborations. Drop a note below and you'll receive a Google Meet invite within 1 business day. The form on the live site collects: name, email, what you want to talk about, and a preferred date/time. --- T Ngo · ARM, RPLU · Risk Translator [LinkedIn](https://www.linkedin.com/in/ngo-thi/)