agent · data analysis

LangWatch

langwatch.aievidence retrieved Aug 1, 2026 – Aug 21, 2026view as JSON all data analysis entries 16 alternatives

Indexed12 or more fields evidenced; not yet scored by a human against the rubric

31 fields evidenced · 28 with no public information. Every value below links to the document it came from and the date we checked it.

30 of those are quoted but not yet interpreted: we hold the source sentence and the date we read it, but nobody has written the answer to the question yet. Those rows show the quote and say so rather than repeating it back as an answer. Why these exist

Also appears in

AI agents that support the Model Context Protocol AI agents and vendors that state GDPR compliance Self-hosted and on-premise AI agents AI agents and vendors that state ISO 27001 AI agents that state scoped or role-based permissions AI agents and vendors that publish a self-reported performance figure

Trust gap

How this is scored

These scores are automated. A 1 or 2 counts how many fields this entry answers with a citation — not what those answers say. A 0 means every field for that dimension is recorded as undisclosed and none of the pages we captured mentions it. No one has scored this entry against the rubric yet.

Runtime governance

2/3 auto

Are scope, spend, and authority enforced while the agent runs?

Scored from 2 evidenced field(s): runtime_governance, permission_scopes. Automated score; capped at 2 pending review.

Counts Permission scopes and Runtime governance, each cited below.

Audit trail

1/3 auto

Is there a tamper-evident record of what it actually did?

Scored from 1 evidenced field(s): audit_trail. Automated score; capped at 2 pending review.

Counts Audit trail, each cited below.

Compliance

2/3 auto

Are compliance obligations attached per engagement?

Scored from 2 evidenced field(s): compliance_certs, regulatory_alignment. Automated score; capped at 2 pending review.

Counts Regulatory alignment and Compliance certifications, each cited below.

Outcome settlement

unscored

Does payment depend on a verified result?

Insurance & indemnity

unscored

Can the deployment be insured, and is the customer indemnified?

Assurance

Insurance available: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Own liability cover: no public information
langwatch.ai · checked Aug 21, 2026 · source did not state this
Insurance carriers: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Coverage limits: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Indemnification: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Liability cap: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Audit trail: not yet interpreted
“Audit log → SIEM”
langwatch.ai · checked Aug 1, 2026
Tamper-evident log: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Explainability: not yet interpreted
“The judge reads the whole trace like you would, expanding each step, so a verdict comes with the reasoning behind it.”
langwatch.ai · checked Aug 1, 2026
Runtime governance: not yet interpreted
“RBAC + REST APIs SCIM + SSO Cost-center attribution”
langwatch.ai · checked Aug 1, 2026
Permission scopes: not yet interpreted
“RBAC + REST APIs SCIM + SSO”
langwatch.ai · checked Aug 1, 2026
Compliance certifications: not yet interpreted
“ISO 27001 Certified GDPR Compliant EU data Residency Monitored by Vanta”
langwatch.ai · checked Aug 1, 2026
Regulatory alignment: not yet interpreted
“GDPR Compliant EU data Residency”
langwatch.ai · checked Aug 1, 2026
Outcome-based pricing: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Settlement mechanism: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Asset custody: no public information
langwatch.ai · checked Aug 21, 2026 · source did not state this
Dispute process: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
SLA terms: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Evaluation coverage: not yet interpreted
“Evaluate Score everything, from a single output to a whole conversation, offline and live in production.”
langwatch.ai · checked Aug 1, 2026
Self-reported performance: Reports a median PM-to-PR time of 14 minutes using its workflow
“median PM-to-PR 14 minutes”
langwatch.ai · checked Aug 21, 2026

Agency

Autonomy level: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Human oversight: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Goal complexity: not yet interpreted
“PM writes the goal Plain English. No code, no YAML. The brief is the spec.”
langwatch.ai · checked Aug 1, 2026
Action space: not yet interpreted
“Every tool call, skill, and MCP server is traced, and mockable or fixtured for deterministic runs.”
langwatch.ai · checked Aug 1, 2026
Operating environment: not yet interpreted
“Simulate real users Text and voice conversations from a simulated user that pushes your agent turn after turn, like the real world does.”
langwatch.ai · checked Aug 1, 2026
Initiative: not yet interpreted
“Langy turns a PM's goal into a full Scenario test plan, then turns the failures into pull requests.”
langwatch.ai · checked Aug 1, 2026

Safety

Safety evaluations: not yet interpreted
“Red teaming Adversarial simulations probe for jailbreaks, policy breaks, and unsafe tool calls before your users find them.”
langwatch.ai · checked Aug 1, 2026
Red teaming: not yet interpreted
“Red teaming Adversarial simulations probe for jailbreaks, policy breaks, and unsafe tool calls before your users find them.”
langwatch.ai · checked Aug 1, 2026
Safety policy: not yet interpreted
“GDPR Compliant EU data Residency”
langwatch.ai · checked Aug 1, 2026
Usage restrictions: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Model or system card: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Incident reporting: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Third-party evaluations: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Data handling: not yet interpreted
“Custom retention policy”
langwatch.ai · checked Aug 1, 2026

Practicality

Pricing model: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Price point: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Availability: not yet interpreted
“start free in 5 minutes”
langwatch.ai · checked Aug 1, 2026
Deployment options: not yet interpreted
“Cloud, self-hosted, or hybrid. Self-hosted Docker, Kubernetes/Helm, or in your VPC Hybrid Data plane on your infra, control plane on ours Cloud Managed multi-tenant SaaS”
langwatch.ai · checked Aug 1, 2026
Integrations: not yet interpreted
“OpenTelemetry native Full GenAI spec support, so your traces work with any framework and any OTel-compatible stack.”
langwatch.ai · checked Aug 1, 2026
Supported regions: not yet interpreted
“EU / US / UK / APAC”
langwatch.ai · checked Aug 1, 2026
Support model: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this

Foundation models

Base models: not yet interpreted
“Claude Code, Codex, opencode and more”
langwatch.ai · checked Aug 1, 2026
Model provider: not yet interpreted
“Claude Code, Codex, opencode and more”
langwatch.ai · checked Aug 1, 2026
Model swappable: not yet interpreted
“Works with every agent framework, no rewrite required.”
langwatch.ai · checked Aug 1, 2026
Open weights: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Fine-tuning: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Context window: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this

Ecosystem

Protocols supported: not yet interpreted
“Every tool call, skill, and MCP server is traced”
langwatch.ai · checked Aug 1, 2026
Tool use: not yet interpreted
“Every tool call, skill, and MCP server is traced, and mockable or fixtured for deterministic runs.”
langwatch.ai · checked Aug 1, 2026
Multi-agent: not yet interpreted
“Langy drafts the plan Picks the simulator, generates the scenarios, writes the JudgeAgent rubric.”
langwatch.ai · checked Aug 1, 2026
API access: not yet interpreted
“RBAC + REST APIs”
langwatch.ai · checked Aug 1, 2026
Open source: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Marketplace presence: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this

Impact

User base: not yet interpreted
“Trusted in production by AI agents are still tested by hand, breaking in production.”
langwatch.ai · checked Aug 1, 2026
Deployment scale: not yet interpreted
“Trusted in production by AI agents are still tested by hand, breaking in production.”
langwatch.ai · checked Aug 1, 2026
Target sectors: not yet interpreted
“Critical when you handle payments at scale.”
langwatch.ai · checked Aug 1, 2026
High-risk domains: not yet interpreted
“Critical when you handle payments at scale.”
langwatch.ai · checked Aug 1, 2026
Documented incidents: no public information
langwatch.ai · checked Aug 1, 2026 · source did not state this
Market recognition: no public information
langwatch.ai · checked Aug 21, 2026 · source did not state this

Compared with

Side-by-side on the fields where LangWatch and the other entry are both on record and actually differ.