Capabilities / Applied AI

From AI mandate to working practice

Assessment, engineering, and adoption work for teams putting AI into real workflows — with judgment and accountability intact.

Technology accelerates the work. People own the answer.

The work behind better decisions.

Lunon supports the research, analysis, and strategic workstreams that shape an investment, client recommendation, or major operating decision.

AI Opportunity Assessment

Typical triggers

  • An AI mandate without a plan

  • Scattered pilots

  • Platform decisions

The Question

Where would AI create measurable value here — and where would it only add noise?

The Work

Workflows mapped against value and feasibility. Build, buy, and wait calls made explicit, with risk and governance in view from the start.

AI Opportunity Assessment

Typical triggers

  • An AI mandate without a plan

  • Scattered pilots

  • Platform decisions

The Question

Where would AI create measurable value here — and where would it only add noise?

The Work

Workflows mapped against value and feasibility. Build, buy, and wait calls made explicit, with risk and governance in view from the start.

AI Opportunity Assessment

Typical triggers

  • An AI mandate without a plan

  • Scattered pilots

  • Platform decisions

The Question

Where would AI create measurable value here — and where would it only add noise?

The Work

Workflows mapped against value and feasibility. Build, buy, and wait calls made explicit, with risk and governance in view from the start.

HR

Sales Calls

Research

Finance

Competition

Meeting Notes

CRM

Proposal Generation

Financials

Legal

HR

Sales Calls

Research

Finance

Competition

Meeting Notes

CRM

Proposal Generation

Financials

Legal

Forward Deployed Engineering

Typical triggers

  • Internal tooling

  • Workflow automation

  • A proof that must run in production

The Question

Who builds the first working version?

The Work

Engineers embedded with your team, shipping production-grade internal tools and AI workflows in your environment.

Forward Deployed Engineering

Typical triggers

  • Internal tooling

  • Workflow automation

  • A proof that must run in production

The Question

Who builds the first working version?

The Work

Engineers embedded with your team, shipping production-grade internal tools and AI workflows in your environment.

Forward Deployed Engineering

Typical triggers

  • Internal tooling

  • Workflow automation

  • A proof that must run in production

The Question

Who builds the first working version?

The Work

Engineers embedded with your team, shipping production-grade internal tools and AI workflows in your environment.

AI Adoption & Enablement

Typical triggers

  • Post-deployment stall

  • Low usage

  • Governance requirements

The Question

How does this become the way the team actually works?

The Work

Workflow redesign, training, usage measurement, and guardrails. Adoption treated as an operating change, not a software rollout.

AI Adoption & Enablement

Typical triggers

  • Post-deployment stall

  • Low usage

  • Governance requirements

The Question

How does this become the way the team actually works?

The Work

Workflow redesign, training, usage measurement, and guardrails. Adoption treated as an operating change, not a software rollout.

AI Adoption & Enablement

Typical triggers

  • Post-deployment stall

  • Low usage

  • Governance requirements

The Question

How does this become the way the team actually works?

The Work

Workflow redesign, training, usage measurement, and guardrails. Adoption treated as an operating change, not a software rollout.

AI Agent

Investment Thesis

Reporting

Investment Thesis

Research

AI Agent

Investment Thesis

Reporting

Investment Thesis

Research

AI Agent

Investment Thesis

Reporting

Investment Thesis

Research

The work behind better decisions.

Lunon supports the research, analysis, and strategic workstreams that shape an investment, client recommendation, or major operating decision.

Engagement Launch

Start with the decision, not a predefined framework. We structure the question, align on what needs to be proven, and establish the evidence required to move forward with confidence.

Deep Research

Client Portal

Continuous Monitoring

Engagement Launch

Research

Market Research Analysis

Audience

Below Target²

Market Opportunity

High Confidence³

Recommendation: Delay Expansion

Research Report

Market Expansion Analysis

Profit Margin

Below Target²

Market Opportunity

High Confidence³

Recommendation: Delay Expansion

Source

Engagement Launch

Start with the decision, not a predefined framework. We structure the question, align on what needs to be proven, and establish the evidence required to move forward with confidence.

Deep Research

Client Portal

Continuous Monitoring

Engagement Launch

Research

Market Research Analysis

Audience

Below Target²

Market Opportunity

High Confidence³

Recommendation: Delay Expansion

Research Report

Market Expansion Analysis

Profit Margin

Below Target²

Market Opportunity

High Confidence³

Recommendation: Delay Expansion

Source

Engagement Launch

Start with the decision, not a predefined framework. We structure the question, align on what needs to be proven, and establish the evidence required to move forward with confidence.

Deep Research

Client Portal

Continuous Monitoring

Engagement Launch

Research

Market Research Analysis

Audience

Below Target²

Market Opportunity

High Confidence³

Recommendation: Delay Expansion

Research Report

Market Expansion Analysis

Profit Margin

Below Target²

Market Opportunity

High Confidence³

Recommendation: Delay Expansion

Source

Start with the decision in front of you.

Tell us what your team needs to understand, evaluate, or deliver.

Start with the decision in front of you.

Lunon.

Consulting in days.

Commercial diligence, market intelligence, and strategy work for teams making important decisions.

Explore Lunon with AI

© Copyright 2026 Lunon AI All rights reserved.

Start with the decision in front of you.

Lunon.

Consulting in days.

Commercial diligence, market intelligence, and strategy work for teams making important decisions.

Explore Lunon with AI

© Copyright 2026 Lunon AI All rights reserved.

Start with the decision in front of you.

Lunon.

Consulting in days.

Commercial diligence, market intelligence, and strategy work for teams making important decisions.

Explore Lunon with AI

© Copyright 2026 Lunon AI All rights reserved.