# The AI Engineering Report 2026 is now available! Read the latest research:

## acceleration whiplash

The definitive data on AI's engineering impact. What's working, what's breaking, and what leaders need to do next.

- Engineering throughput is up
- Bugs, incidents, and rework are rising faster
- Two years of data from 22,000 developers across 4,000 teams

[Get the report](https://www.faros.ai/research/ai-acceleration-whiplash)

## How technical program managers use Faros

### Align engineering effort with strategy

Effective planning starts with knowing where engineering time is actually spent.

Faros helps you visualize the real-time split between Roadmap, KTLO, and Unplanned work to prevent maintenance creep from consuming your innovation capacity.

### Eliminate the manual data chase

Reporting is only as good as your data.

Faros automatically identifies missing story points, stale statuses, and unassigned work, helping you maintain a clean, reliable system of record without the constant follow-up.

### Drive improvements with objective data

Stop debating opinions.

Faros allows you to bring objective metrics—like Cycle Time and PR Velocity—into your retrospectives to identify specific process improvements that actually help teams move faster.

### Monitor sprint health in real time

Don't wait for the review to find out you missed the goal.

Faros lets you track WIP, focus time, and scope changes daily to keep the team focused and the burndown chart healthy.

### "The best part about Faros is having the right data when I need it and where I need it. Instead of compiling spreadsheets, I can focus my time on value-added work."  
Rachna Kamath  
Chief of Staff to the CTO, Vimeo

[View case study](https://www.faros.ai/blog/customer-stories-vimeo)

## Everything you need to orchestrate delivery at scale

### Program Oversight

View initiative status, blockers, and milestones in a single, real-time dashboard—no manual updates required.

### Dependency Mapper

Automatically map connections between teams and initiatives to spot critical path risks instantly.

### Automated Reporting

Generate audit-ready status reports in seconds, saving hours of manual data gathering every week.

### Data Hygiene Engine

Intelligently impute data and prompt owners to fill missing fields—eliminating the need to chase down outdated information.

### Capacity Planner

Compare historical team velocity against current load to ensure roadmap commitments are achievable.

## Problems we solve

### Run engineering faster with AI that knows how you design, implement, test, and ship product

#### Turn engineering bottlenecks into breakthroughs

Unify all organizational knowledge about people, process, and tools to create faster and more efficient development workflows.

[Learn More](https://www.faros.ai/platform/engineering-efficiency)

### AI Impact & Transformation

#### Turn AI investments into proven returns

Measure AI’s impact on productivity, quality, and developer experience to unlock the strategies with the highest velocity returns.

[Learn More](https://www.faros.ai/platform/ai-transformation)

### Context for AI Agents

#### Turn agents into reliable and dependable engineers

Produce code that ships without rework with AI that learns from past PRs, tickets, and architectural decisions.

[Learn More](https://www.faros.ai/clara)

### Predictable Roadmap Delivery

#### Turn commitments into shipped products

Land what you planned with a shared, real-time view of every AI-enabled team's progress, plus forecasting that flags emerging risk.

[Learn More](https://www.faros.ai/platform/delivery-excellence)

## Explore more use cases

## Context for the work you do every day

Engineering context powers the use cases that help your organization transform as fast as AI evolves.

[AI Impact & ROI Metrics](https://www.faros.ai/copilot-module)  
[AI Maturity Benchmarking](https://www.faros.ai/platform/ai-transformation/gains)  
[Developer Experience](https://www.faros.ai/developer-experience)  
[DORA Metrics](https://www.faros.ai/dora-metrics)  
[Productivity Improvement](https://www.faros.ai/engineering-productivity)  
[Investment Strategy](https://www.faros.ai/investment-strategy)  
[Initiative Acceleration](https://www.faros.ai/initiative-tracking)  
[Microsoft Azure ROI](https://www.faros.ai/microsoft)  
[Software Cost Capitalization](https://www.faros.ai/software-capitalization)

## AI IS ONLY AS GOOD AS ITS CONTEXT.

Give it yours.

[REQUEST A DEMO](https://www.faros.ai/contact-us)