The agent harnessbuilt for robotics.

Auto-generated reports, cross-fleet pattern detection, and conversational analysis. In the app, in Slack, or in your IDE.

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Agent Platform

Ask questions. Get root cause.

The agent scans every mission, finds anomalies your team didn't know to look for, and tells you exactly what happened, with citations to the raw data.

J

Jake

11:33 AM

Find every test where the robot failed to dock on the first attempt. Compare v1.7 and v1.8. Output it as a PDF I can send to my PM.

Alloy

11:33 AM

Narrowed 214 missions to 42 docking runs

Here's what I found across 42 docking runs.

v1.8 improved first-attempt docking from 71% to 86%, but the improvement is not uniform. Most of the gain came from low-light warehouse runs; outdoor runs were flat.

The remaining failures cluster around three patterns:

Late pose correction in the final 1.2m approach

Wheel slip on painted concrete

April 18 test rig only — likely environmental, not firmware

The PDF includes the full comparison table, failure breakdowns by condition, and two charts showing pass rate by firmware version and by environment.

Docking_Test_Comparison_Report_v1.7_v1.8.pdf

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Scenarios

Define a pattern once. Catch it forever.

Describe what you're looking for in plain English. Alloy scans every past mission and every future upload so you'll know when the same pattern appears again.

Alloy identifying recurring flight patterns across robot missions
“Doing all of that analysis manually would have been a massive pain. A lot of it was just done for you.”Advanced Navigation
Reports

Every mission, debriefed automatically.

Upload a mission and get a full debrief: root cause analysis, time series plots, maps, metrics, and anomaly highlights. Configure custom reports that trigger on every new upload. Export as PDF and share with stakeholders with a prompt. No scripts, no manual analysis.

An automatically generated Alloy mission report
“Alloy helps us understand our flights, and then we can translate that back into how we improve the product.”Alloy customer
Benchmark

2.3x the next best agent on robotics engineering.

RoboE-Bench runs AI agents through 97 tasks at five simulated robotics companies.

See the results
RoboE-Bench scores: Alloy 26.4%, Claude Code (Opus 5.5) 11.3%, Codex (GPT-6 Astra) 10.1%, Gemini Antigravity (Gemini 4 Argon) 8.7%, DeepSeek (V4 Pro) 6.8%, Codex (GPT-6 Luna) 4.9%.
Infrastructure

One agent across all your robot data.

Telemetry in S3, logs in ClickHouse, dashboards in Grafana, recordings in Mesh Storage. The agent queries all of it in one conversation. No migration, no ETL, no building a unified data layer yourself.

Robot data sources before Alloy unifies themRobot data sources unified and queryable in AlloyRobot data sources before Alloy unifies themRobot data sources unified and queryable in Alloy
Compatibility

Tag @Alloy in Slack. Push findings to Jira. Debug with your codebase.

The agent doesn't just read your data. It files tickets, pulls code context from GitHub, reads thread history in Slack, and cites every source it touches. Same agent, every surface.

MCP

Give your coding agent superpowers.

Your agent queries your entire fleet's history from Claude Code, Codex, Cursor, or any MCP client. Find the issue in Alloy, implement the fix in your editor. No exports, no file parsing, no starting from scratch every session.

Claude brand mark

Claude Code

Claude Enterprise

~/code/usealloy.ai/

>Why did the inspection rover fail near waypoint 14?

>> accept edits on (shift+tab to cycle)

“Codex will suggest surface-level things and I'll have to constantly counter it. Alloy can get all of the relevant flights and do the whole analysis”DroneForge

Your data. Your control.

Data encrypted in transit and at rest.

SOC 2 Type II audited
Supports HIPAA requirements

Sensitive fields can be redacted on the device before data ever leaves your network. Teams in defense, medical, and compliance-restricted environments use this to stay within regulatory boundaries while still getting full platform capability. Alloy is aligned with NIST SP 800-171.

FAQ

What robotics teams ask before they start

Does the agent work on its own, or only when someone asks?

Both. Ask it anything in Slack, Jira or the app, or let it start on its own: it picks up new help desk tickets, debriefs every mission as it uploads, and checks every past and future mission for the patterns you've defined. Hand off an investigation at 6pm and the answer is waiting in the morning.

What can the agent do besides answer questions?

It does the follow-through. It files and updates Jira tickets with the evidence attached, requests the logs it needs from the robot, writes reports your team can share, and replies in the Slack thread where the issue was raised. You choose which actions it's allowed to take.

Will it flood us with alerts and reports?

No. Alloy flags what it can back with evidence, not everything that looks odd, so your team isn't sent chasing noise. It also sorts issues by category, so you can see which parts of your robot cause the most trouble.

Which AI models does Alloy use, and can we choose?

Alloy picks the right model for each task from leading providers, and every change is tested against robotics evals before it ships. If your security team has an approved list, Alloy runs only on those models.

Can my coding agent use Alloy?

Yes. Connect Claude Code, Codex, Cursor or any MCP client, and your coding agent can query your whole fleet's history. Find the root cause in Alloy, then fix it in your editor, without exporting a single file.

What results do teams get with Alloy?

Andromeda used to give one engineer the whole help desk; now Alloy automates its L1 and L2 robot support across around 200 conversations a week. SwarmFarm's support investigations went from a day or more to under an hour, so it's scaling a fleet of close to 300 robots without hiring more support engineers. Advanced Navigation cut validation analysis from a full day to ten minutes.

How do I know the answers are right?

You don't have to take Alloy's word for it. Every finding shows its working: which mission, which signals, which time window and how it got there, one click from the raw data. When the data can't support a conclusion, Alloy says what's missing and hands the investigation to an engineer with the evidence attached.

Will Alloy understand our robot, or give generic answers?

It knows your robot, not a generic one. Alloy reads your topic names, code, tickets and past investigations, and looks across your whole fleet, not just one ticket. At Andromeda, an issue that looked like a one-off on one robot turned out to be a bug on several robots at different times, and nobody knew it existed until Alloy connected them.

How much of our team's time does it take to set up?

Almost none: we do the setup. You give us access to the robot data you already have, and our engineers connect it and run Alloy's first investigations on your recent issues. No new project for your team and no change to how your robots log, so you're getting time back from the first week, not spending it.

Where does our data live, and who controls it?

Wherever your requirements say. Alloy runs in our cloud by default, or privately in your cloud or on-premise when data can't leave your environment. You approve the AI models, you own every output, and sensitive fields can be redacted before they leave the robot. SOC 2 Type II audited, supports HIPAA requirements, and aligned with NIST SP 800-171.

Why not use Claude or build it ourselves?

You can. Claude wired to your logs works for one engineer. Then someone has to maintain the pipeline, work around context limits and answer everyone else's questions, and that someone is usually your best engineer. "We build robots. We don't want to build diagnostic websites," says Tom Brodie, Head of Autonomy at SwarmFarm.

How is Alloy priced?

Less than one robotics engineer, and Alloy works across your whole fleet, around the clock. Pricing is usage-based with no per-seat fees, so you pay for the investigations Alloy runs, not for logins. Try it free, or get an estimate for your fleet.

See what the agent finds in your data. Book a demo.