You invested in AI. Can management keep up?

For individual engineers, AI is a superpower. But if you're running a team, managing a budget, or answering to a board — the best ROI you have is anecdotes. Spaces makes AI-driven development measurable again.

Free during beta · No credit card required

Engineering

Spaces

Monitor

Plans

Docs

Control

AI changed how code gets written. Nothing changed how it gets managed.

You've probably tried one of these. Maybe both.

The Skunkworks Trap

You spin up an AI project. Ship the whole thing from a markdown doc in an afternoon.

Auth service. Checkout flow. The works.

Now try answering:

–How much did it cost?
–How long did each piece take?
–What patterns did the agent follow?
–How do you do it again for the next project?

You can't. The only gear you have is build.

The Sprint Trap

You bolt AI onto your existing sprint process. Same tools, same ceremonies, same cadence.

Sprint planning. Standups. Backlog grooming. Story point estimation. Sprint reviews. Retros. All designed for humans estimating work in two-week cycles.

None of it designed for AI that can ship a feature in an afternoon.

Your process became the bottleneck. Not AI.

The root cause is simple.

Project management tools were designed for humans estimating work in sprints. AI agents don't estimate. They don't attend standups. They don't commit to two-week timelines.

Your tools are the bottleneck. Not your team. Not AI.

Four capabilities every AI team needs. Most platforms stop at one.

Together, they make AI-driven development measurable, plannable, and controllable — without slowing it down.

Measurement

Manage your business with data again, not stories.

Token spend per task, time per task, bugs introduced, iteration count. Real-time dashboards with KPIs purpose-built for AI teams.

Planning

Think in blocks of work, not tickets.

Give Spaces your entire project — a PRD, a design doc, a rough outline — and it breaks it into trackable tasks in minutes.

Published v2.1

Context

Better context, fewer hallucinations, less rework.

Spaces manages your docs and project plans so agents automatically discover what they need.

Workflows

Define how humans and agents work together.

Quality gates, human approvals, agent assignments. Build standardized processes and enforce them.

of companies report no measurable business results from their AI investments

BCG, 2025

of engineering teams aren't using metrics to measure AI's impact on outcomes

Jellyfish, 2025

of engineering leaders cite integrating AI into workflows as a significant pain point

Gartner, 2025

You're not alone. But it doesn't have to be this way.

Built for you.

For Engineering Leaders

Replace anecdotes with data.

•See cost, throughput, and quality across every project in real time
•Know when agents drift off-plan before it becomes rework
•Prove AI ROI to your leadership with actual numbers

Learn more

For Product Managers

Think in projects, not tickets.

•Drop in a PRD and get a fully decomposed, tracked plan in minutes
•Stop spending more time writing tickets than agents spend building features
•Know when you'll ship and what it'll cost — from real data

Learn more

For Executives

Finally answer the question your board is asking.

•See AI ROI, total spend, and productivity gains in a single dashboard
•Stop relying on anecdotes to justify your AI investment
•Board-ready KPIs, updated automatically

Learn more

Stop guessing. Start measuring.

Spaces is in early access. If your team is building with AI and you need to prove it's working — this was built for you.

Free during beta · No credit card required