Private design-partner pilots are open for teams operating production AI agents.Apply for early access
AUTOBOTS.
Analyze a Failure

DESIGN-PARTNER PILOTS

Bring us one failure your team could not explain quickly.

We are selecting a small group of teams operating production, tool-using AI agents. Together, we will investigate real incidents and measure whether Autobots materially improves the reliability workflow.

Apply for a Design-Partner Pilot Analyze One Recent Failure

Pilots are paid and scoped around incident volume, integrations, and deployment requirements. Founding partners receive hands-on onboarding and preferred commercial terms.

PILOT SCOPE

A hands-on reliability engagement.

Start with your production evidence and build a repeatable path from incident to review-ready change.

  • 01Import traces from existing telemetry
  • 02Review 20–50 recent incidents
  • 03Map common failure classes
  • 04Identify observability or evaluation gaps
  • 05Create reusable regression cases
  • 06Generate candidate fixes
  • 07Replay against historical scenarios
  • 08Measure diagnosis time, acceptance, and recurrence
  • 09Produce a reliability improvement report

WHO WE ARE SELECTING

Strong design partners have production evidence and measurable outcomes.

01A production AI agent
02Multi-step or tool-using workflows
03Regular quality or reliability incidents
04At least one measurable business outcome
05Ability to share sanitized traces
06An engineering or AI leader sponsoring the pilot

ENGAGEMENT OPTIONS

Start with a production reliability pilot.

AGENT FAILURE AUDIT

Focused incident analysis

Starting at $7,500

For teams with a production agent and a recent reliability problem.

  • Up to 20 historical incidents
  • Three detailed diagnoses
  • Three generated regression cases
  • Candidate remediation for a suitable incident
  • Instrumentation recommendations
  • Executive and technical findings review
Request an Agent Failure Audit

DESIGN-PARTNER PILOT

Complete reliability loop

Custom scope

A four-to-eight-week pilot for teams ready to integrate production traces.

  • Trace and repository integration
  • Continuous incident analysis
  • Regression-suite generation
  • Candidate system changes
  • Replay-based validation
  • GitHub workflow
  • Impact measurement
Apply for a Design-Partner Pilot

START WITH ONE INCIDENT

Your traces already contain the evidence.

Let us assess whether a recent production failure fits the early-access system and outline how it could be investigated.

Analyze a Recent Failure Apply for a Design-Partner Pilot