Avion AI — The AI Agent Workforce for Finance

The AI Workforce

Meet the Agents.

Three specialized AI agents. Three proprietary Thesis Engines. One unified intelligence layer for all of financial services.

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Equity Research Agent

Jesse

Your tireless AI equity research analyst, reasoning over public company data to generate institutional-grade investment research around the clock.

⚡ Core Thesis Engine

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🏗️

Fixed Asset Agent

Steve

Your AI fixed asset due diligence partner, transforming hundreds of documents into structured models, risk assessments, and IC-ready materials.

⚡ Asset Risk & Portfolio Engine

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📡

Investor Relations Agent

Carol

Your AI Investor Relations strategist, providing always-on intelligence for managing your equity story and staying ahead of analyst expectations.

⚡ Market Perception Engine

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Deep Dive

Agent Capabilities.

Core Thesis Engine

Jesse Your AI Equity Research Analyst

Jesse ingests, models, and reasons over public company data to generate institutional-grade investment research. It understands the story behind the numbers, evaluating every data point against a living, evolving investment thesis. Current focus: software and semiconductor sectors.

60%

Time saved

24/7

Coverage

Black boxes

Who It's ForSell-side equity research analysts · Buy-side portfolio analysts · Hedge fund research teams · Institutional asset managers

Capabilities

News Monitoring

Constantly listens to press releases, EDGAR filings, and custom sources. Reads, summarizes, and prioritizes by investment importance.

Automated Earnings Analysis

Reads filings within minutes of release. Generates beat/miss assessments with thesis-anchored commentary.

Report Generation

Produces flash notes, earnings summaries, research reports, and initiation-of-coverage documents at institutional quality.

Financial Model Integration

Updates analyst-owned Excel models with new earnings data, segment breakdowns, and guidance revisions. No manual re-keying.

Sentiment Scoring

Tracks sell-side analyst sentiment to provide early warning of rating changes, thesis shifts, or consensus drift.

Bull / Bear Cases

Writes high-quality research notes from either a bull or bear perspective. No sentiment bias, pure analysis.

Asset Risk & Portfolio Engine

Steve Your AI Fixed Asset Due Diligence Partner

Steve reads hundreds of asset documents, financial agreements, asset specs, inspection reports, appraisals, and regulatory filings, then transforms them into structured financial models, risk assessments, and investment committee-ready materials.

More deals

60%

Faster RFP-LOI

Missed flags

Who It's ForAny financial organization that invests in and manages fixed assets.

Capabilities

Automated Due Diligence

Processes contract summaries, asset specs, title documents, and regulatory filings at scale, cutting RFP-to-LOI time by up to 60%.

Risk Detection

Scans for undisclosed side letters, maintenance inconsistencies, onerous return conditions, environmental liabilities, and hidden encumbrances.

Financial Modeling

Extracts specifications and contract terms directly into financial models to generate indicative valuations for LOI pricing.

IC Preparation

Generates investment committee-ready decks from scenario analysis: base, upside, and downside cases.

Portfolio Fit Analysis

Evaluates prospective acquisitions against existing portfolio composition, concentration limits, and risk appetite.

Market Perception Engine

Carol, Your AI Investor Relations Strategist

Carol is purpose-built for corporate IR teams managing the critical bridge between a public company and the investment community. Carol automates the surveillance, preparation, and intelligence work so IR professionals can focus on strategic relationships and messaging that move the stock.

∞

Street coverage

Surprises

24/7

Intelligence

Who It's ForIR teams at public companies · IR advisory firms · C-suite executives · Corporate communications teams managing equity narratives

Capabilities

Sell-Side Intelligence

Analyst Model Tracking

Continuously monitors sell-side analyst theses, identifies errors vs. your guidance, and flags misaligned estimates before they propagate.

Rating & Thesis Change Monitoring

Tracks every rating change, price target revision, and thesis shift across your coverage universe in real time.

Earnings Intelligence

Analyst Question Anticipation

Predicts questions your CEO and CFO will face on the earnings call, with draft responses and supporting data.

Earnings Script & Q&A Prep

Produces first-draft earnings scripts, prepared remarks, and comprehensive Q&A documents grounded in your historical messaging.

Investor Engagement

Institutional Investor Targeting

Builds prioritized targeting lists for roadshows, conferences, and non-deal marketing.

Shareholder Base Monitoring

Tracks 13F filings and ownership data with automated alerts when material changes occur in your shareholder base.

Platform in Action

Jesse, at Work.

From real-time news monitoring to institutional-grade research reports, this is what Jesse's output looks like in practice.

Agent Pipeline & Coverage Universe

The Jesse dashboard shows the full 8-agent pipeline in real time. The Coverage Universe tracks every covered stock with live prices, event counts, and publication metrics.

Monitoring Agent — Real-Time News Feed

Jesse's Monitoring Agent ingests press releases, EDGAR filings, blog posts, and news 24/7. Each item is tagged by ticker, source, and priority based on investment thesis relevance.

Institutional Research Output — CRM Q3 FY26

Jesse produces first-draft earnings notes at institutional quality within minutes of a filing, complete with thesis-anchored summary and granular beat/miss commentary.

Key Metrics Table & GAAP to Non-GAAP Bridge

Every Jesse report includes structured financial tables: segment revenue vs. estimates, variance callouts, and a full GAAP to non-GAAP reconciliation automatically populated from the filing.

Thesis Component Analysis — Article Intelligence

When Jesse reads a news article, it maps every data point to specific thesis components and assigns a sentiment. This is the Core Thesis Engine reasoning out loud.

Our Mission

The Mission.

Avion AI's mission is to augment investment professionals with AI “teammates” that automate the grunt work of financial analysis while preserving the transparency and trust that institutional investors demand.

The future of finance isn't about replacing human judgment, it's about amplifying it. The most valuable analysts spend 60-70% of their time on data aggregation, model updating, report formatting, and document review. That's not where their expertise lives.

Avion AI takes that tedious, repetitive, error-prone work off their plate and gives it to purpose-built AI agents. Every AI output is fully auditable. Every figure is grounded in a cited source. No black boxes. No hallucinated numbers.

Augmentation, Not Replacement

We offload the 60-70% of tedious work so your best people can focus on what actually moves the needle.

Transparency & Trust

Every AI output is auditable, with every figure and insight grounded in a cited source: filings, documents, or models.

Institutional Grade

We build for the world's most demanding financial institutions, not for demos.

The Advantage

Why Avion AI.

Traditional financial tools are data aggregators. Avion AI is a thinking system.

Deep Thinking Thesis Engines

Our specialized AI engines retain persistent, long-term memory of every company's history, every deal's document trail, and every asset's maintenance record. They reason out loud, critique performance, and generate judgment, not just facts.

Unrivaled Integration & Compliance

Deployed on compliant cloud infrastructure (AWS/Azure) with strict controls around data privacy, model governance, and audit trails. We integrate directly into existing analyst workflows: Excel, email, internal platforms.

Scalability Across Financial Services

The same Thesis Engine framework powers Jesse, Steve, and Carol, enabling us to scale across equity research, M&A, investor relations, asset management, and beyond. TAM exceeding $150 billion.

Our Team

Built by Finance People,
for Finance People.

“We've lived the workflows we're automating. That's the difference.”

Avion AI is led by a team combining deep financial domain expertise with cutting-edge AI engineering talent. We've sat in the seats of the analysts and associates we're building for. We understand the workflows, the pain points, the compliance constraints, and the uncompromising quality standards that institutional finance demands.

Our mission is to codify expert human reasoning into software, and we hire people who understand both sides of that equation.

Join the Team →

Ecosystem

Partnerships Built for the Enterprise.

Avion AI actively seeks partnerships with industry leaders to integrate our agents into existing financial workflows.

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Data Partners

Financial Data & Intelligence

Providers of financial data, market intelligence, and industry-specific datasets that enrich our Thesis Engines, including Cirium for aviation and FactSet and Bloomberg for equities.

☁️

Technology Partners

Cloud & Infrastructure

Cloud infrastructure, security, and enterprise platform providers ensuring our deployment meets the most stringent institutional requirements across all regulatory environments.

🤝

Distribution Partners

Go-To-Market Channels

Consulting firms, system integrators, and financial technology companies that bring our agents to market within large institutional environments.

Interested in partnering? partners@avionai.co

Careers

Join the Team Building the Future
of Financial Intelligence.

We are not building another spreadsheet. We are building the intelligence layer for financial markets.

AI / ML Engineering

Reasoning architectures, metacognition, knowledge graph development, agentic systems, long-term context retention, and RAG. Solve the hardest problems at the frontier of AI and finance.

Product Management

Shape the next generation of financial agent-based workflows at the intersection of finance domain expertise and AI capability, defining what our agents should do and how they integrate into analyst workflows.

Customer Success

Own the client relationship from onboarding through expansion. Designed to transition into sales as we scale, a high-growth, high-impact role for the right person.

Domain expertise in finance: you've lived the workflows we're automating and understand the pain points deeply.

A passion for the Memory Problem in AI: how do you build agents that truly learn and retain context over time?

A commitment to building for compliance and scale: institutional finance is not a move-fast-and-break-things environment.

Intellectual curiosity and a bias toward action. We move with urgency and hold ourselves to the highest standards of craft.

Ready to Build the Future of Finance?

Send your resume and a brief note on why you're excited about the AI Agent Workforce.

Apply at careers@avionai.co

Latest

From Avion AI.

March 2026

Latest

Investment Research Pivot Confirmed

Avion AI confirms the investment research space as the MVP focus for Jesse. The initial use case is Automated Earnings Analysis, starting with a deep-dive on a single target company. The Initiation Report feature provides the historical context that makes every analysis institutional-grade.

January 2026

Strategy

The AI-First Advantage Validated

Strategic planning validates the emerging market for “AI-only firms”: lean, technology-native financial firms operating at a fraction of the headcount and cost of traditional institutions. Avion AI's Agent Workforce is positioned as the necessary evolution path for both new entrants and traditional institutions.

November 2025

Conference

Strategic Conference Takeaways

Key takeaways from the 2025 SFO Conference validated three core product decisions: an agentic core with robust long-term context retention; Analysis Credits monetization tied to computational output; and workflow defensibility through deep integration into the customer's daily financial workflow.

The Workforce Powering
Global Finance.

Meet the Agents.