Platform
Platform
Overview

Explore our platform to see what’s possible when your data works together.

Capabilities
Developer Productivity

Drive engineering efficiency with AI insights

AI Transformation

Realize productivity gains from AI tools

Context for AI Agents

Eliminate AI agent mistakes and rework

Predictable Roadmap Delivery

Maximize capacity and derisk initiatives

Solutions
engineering Roles
CTOs and VPs

Drive strategic impact

AI Officers

Accelerate AI transformation

DevEx and Platform Engineering

Remove friction, delight developers

Technical Program Managers

Forecast capacity and mitigate risk

Context for engineering Roles
AI Impact

Measure AI’s productivity ROI

Engineering Productivity

Optimize SDLC workflows

Developer Experience

Unify surveys and metrics

Investment Strategy

Align resources to outcomes

Use cases
AI Benchmarking

Identify and remove blockers

DORA Metrics

Improve throughput and stability

Initiative Tracking

Keep critical commitments on track

Software Cost Capitalization

Automate R&D cost reporting

Pricing
Resources
RESOURCES
Blog

Engineering in the AI era

Guides

Playbooks that work

Customers

See who ships faster

News

What's new, what's next

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Why Autodesk Chose a Platform Approach to Developer Productivity and GenAI Impact

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Latest posts by Sara Asher

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Blog
12
min
9/8/25

Winning Over AI's Biggest Holdouts: How Engineering Leaders Can Increase AI Adoption in Senior Software Engineers

Explore the barriers to AI adoption in senior software engineers and how leaders can transform their AI skepticism into AI advocacy.
two male senior software developers looking at computer screens in a busy office
Productivity
AI
Leaders
12
MIN READ
Guides
10
min
9/2/25

What is Data-Driven Engineering? The Complete Guide

Discover what data-driven engineering is, why it matters, and the five operational pillars that help teams make smarter, faster, and impact-driven decisions.
Graphic titled 'The Complete Guide to Data-Driven Engineering' showing five pillars around a central circle labeled 'Impact': Budgets, Talent, Productivity, Delivery, and Outcomes.
Leaders
Productivity
10
MIN READ
Blog
6
min
8/26/25

Engineering Team Metrics: How Software Engineering Culture Shapes Performance

Discover which engineering team metrics to track based on your software engineering culture. Learn how cultural values determine the right measurements for your team's success.
Graphic titled 'Engineering Team Metrics: Finding Culture Fit' with four cultural models: Compete (Performance Under Pressure), Ad Hoc (Agile & Flexible), Family (Team First), and Decentralized (Autonomy & Ownership).
Productivity
Metrics
6
MIN READ
Blog
10
min
8/26/25

Choosing the Best Engineering Productivity Metrics for Modern Operating Models

Engineering productivity metrics vary by operating model. Compare metrics for remote, hybrid, outsourced, and distributed software engineering teams.
Graphic titled 'Engineering productivity metrics for different operating models' showing five models: Heavily Outsourced, Remote/Hybrid, Geographically Distributed, Centralized SDLC, and Multiple SDLCs, each with icons.
Productivity
Metrics
10
MIN READ
Blog
10
min
8/25/25

How to Choose the Right Software Engineering Metrics for Every Company Stage

Discover the best software engineering metrics for startups, scale-ups, and enterprises. Learn how to choose metrics in software engineering by company stage.
On blue gradient, graphic titled 'The Best Software Engineering Metrics for Every Company Stage' with four shapes representing stages: triangle for Startup, square for Growth, hexagon for Scale-Up, and starburst for Maturity.
Productivity
Metrics
10
MIN READ
Blog
7
min
8/6/25

Translating AI-powered Developer Velocity into Business Outcomes that Matter

Discover the three systemic barriers that undermine AI coding assistant impact and learn how top-performing enterprises are overcoming them.
A dark blue background with the letters AI appearing to be walls, with a person walking through the letters with a flashlight, heading toward the A's dead end
Productivity
AI
Leaders
7
MIN READ
News
4
min
7/31/25

Faros AI Hubble Release: Measure, Unblock, and Accelerate AI Engineering Impact

Explore the Faros AI Hubble release, featuring GAINS™, documentation insights, and a 100x faster event processing engine, built to turn AI engineering potential into measurable outcomes.
The text Faros AI Hubble Release over an image of the Hubble telescope in a dark galaxy where some stars appear like AI symbols.
AI
Faros Announcements
Productivity
4
MIN READ
Research
5
min
7/28/25

Lab vs. Reality: What METR's Study Can’t Tell You About AI Productivity in the Wild

METR's study found AI tooling slowed developers down. We found something more consequential: Developers are completing a lot more tasks with AI, but organizations aren't delivering any faster.
A chart from the AI Productivity Paradox Report 2025 showing that AI boosts output, but human review becomes the bottleneck
AI
Productivity
Popular
5
MIN READ
Research
7
min
7/23/25

The AI Productivity Paradox Report 2025

Key findings from the AI Productivity Paradox Report 2025. Research reveals AI coding assistants increase developer output, but not company productivity. Uncover strategies and enablers for a measurable return on investment.
A report cover on a blue background. The cover reads:The AI Productivity Paradox: AI Coding Assistants Increase Developer Output, But Not Company Productivity. What Data from 10,000 Developers Reveals About Impact, Barriers, and the Path Forward
AI
Productivity
Popular
7
MIN READ
Research
min
7/23/25

Report: The AI Productivity Paradox

Full Report: What data from 10,000 developers reveals about impact, barriers, and the path forward. Insights from our analysis of 1,255 teams across leading software engineering organizations.
Desk showing the Operationalizing AI in Software Engineering report next to coffee and glasses
AI
Productivity
Popular
MIN READ
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