agent · operations ai agents

AgentLed

agentled.aievidence retrieved Aug 1, 2026 – Aug 18, 2026view as JSON all operations ai agents entries 4 alternatives

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

18 fields evidenced · 37 with no public information. Every value below links to the document it came from and the date we checked it.

17 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

4 of those are flagged for review: our own check found language in the cited source that may address the field. An editor has not adjudicated them yet.

3 of the evidenced values quote wording our own later capture of the same page no longer contains. Marked below, awaiting an editor.

Also appears in

AI agents that support the Model Context Protocol

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

unscored

Are compliance obligations attached per engagement?

Outcome settlement

1/3 auto

Does payment depend on a verified result?

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

Counts Settlement mechanism, each cited below.

Insurance & indemnity

unscored

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

Assurance

Insurance available: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Insurance carriers: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Coverage limits: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Indemnification: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Liability cap: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Audit trail: not yet interpreted
“Approval queues pause sensitive actions before sends, CRM updates, publishing, or customer-facing work.”
agentled.ai · checked Aug 1, 2026
Tamper-evident log: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Explainability: not yet interpreted
“Run history, step inputs/outputs, exceptions, credit use, and owner actions are traceable.”
agentled.ai · checked Aug 1, 2026
Runtime governance: not yet interpreted
“Approval queues pause sensitive actions before sends, CRM updates, publishing, or customer-facing work.”
agentled.ai · checked Aug 1, 2026
Permission scopes: not yet interpreted
“You set the rules: routine research, drafts, enrichment, and checks can run without review; trusted repeat sends can use delegated approval; sensitive or exceptional actions pause for a human.”
agentled.ai · checked Aug 1, 2026
Compliance certifications: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Regulatory alignment: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Outcome-based pricing: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Settlement mechanism: not yet interpreted
“The agent generates a preview report, queues teaser outreach, gates the full report after payment”
agentled.ai · checked Aug 1, 2026
Dispute process: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
SLA terms: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
agentled.ai · checked Aug 1, 2026
Evaluation coverage: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this

Agency

Autonomy level: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Human oversight: not yet interpreted
“every sensitive action waits for your team's approval.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 17, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
agentled.ai · checked Aug 1, 2026
Goal complexity: not yet interpreted
“Your agent turns goals into results you can review”
agentled.ai · checked Aug 1, 2026
Action space: not yet interpreted
“give it an inbox, tools, memory, and a budget. It does real business work”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 17, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
agentled.ai · checked Aug 1, 2026
Operating environment: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Initiative: not yet interpreted
“It can run on demand or on a heartbeat”
agentled.ai · checked Aug 1, 2026

Safety

Safety evaluations: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Red teaming: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Safety policy: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Usage restrictions: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Model or system card: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Incident reporting: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Third-party evaluations: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Data handling: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this

Practicality

Pricing model: not yet interpreted
“Credits are the budget your agent spends on model calls, enrichment, web extraction, report generation, and memory actions.”
agentled.ai · checked Aug 1, 2026
Price point: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Availability: not yet interpreted
“Start with 300 free credits. Get started free”
agentled.ai · checked Aug 1, 2026
Deployment options: not yet interpreted
“Install AgentLed in Claude Code, Codex, or any MCP agent.”
agentled.ai · checked Aug 1, 2026
Integrations: Integrates with LinkedIn, Waalaxy, Hunter.io, Affinity CRM, Salesforce, HubSpot, Pipedrive, Gmail, Outlook, Slack, Notion, Crunchbase, Apollo, Clearbit, Specter, Google Analytics, Stripe, GitHub, Google Calendar, Twitter/X, Medium, WordPress, Zapier, Webhooks, HTTP/REST, Google Sheets, Airtable, Microsoft Teams, Google Trends, Web Scraper, Puppeteer, Claude AI, GPT, Gemini, Mistral, DeepSeek, and Composio.
“LinkedIn Waalaxy Hunter.io Affinity CRM Salesforce HubSpot Pipedrive Gmail Outlook Slack Notion Crunchbase Apollo Clearbit Specter Google Analytics Stripe GitHub Google Calendar Twitter/X Medium WordPress Zapier Webhooks HTTP/REST Google Sheets Airtable Microsoft Teams Google Trends Web Scraper Puppeteer Claude AI GPT Gemini Mistral DeepSeek Composio”
agentled.ai · checked Aug 18, 2026
Supported regions: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Support model: not yet interpreted
“Teams adds more workspaces, unlimited members, more snapshots, and priority support.”
agentled.ai · checked Aug 1, 2026

Foundation models

Base models: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Model provider: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Model swappable: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Open weights: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Fine-tuning: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Context window: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
agentled.ai · checked Aug 1, 2026

Ecosystem

Protocols supported: not yet interpreted
“Install AgentLed in Claude Code, Codex, or any MCP agent.”
agentled.ai · checked Aug 1, 2026
Tool use: not yet interpreted
“give it an inbox, tools, memory, and a budget. It does real business work”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 17, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
agentled.ai · checked Aug 1, 2026
Multi-agent: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
agentled.ai · checked Aug 1, 2026
API access: not yet interpreted
“npx @agentled/cli setup”
agentled.ai · checked Aug 1, 2026
Open source: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Marketplace presence: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
agentled.ai · checked Aug 1, 2026

Impact

User base: not yet interpreted
“Teams are building managed agents with AgentLed. Examples of managed agent workflows being built and deployed with AgentLed.”
agentled.ai · checked Aug 1, 2026
Deployment scale: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Target sectors: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
High-risk domains: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this
Documented incidents: no public information
agentled.ai · checked Aug 1, 2026 · source did not state this

Compared with

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