Internal Agents Map

Fix My Connection

Plaid's internal agent for bank-integration reliability. Fix My Connection proactively detects bank-integration access issues and automatically repairs them. Plaid reports more than 2 million successful user-permissioned logins and a 90% reduction in the average time to fix a degradation.

Company
Plaid
Approach type
Agent
Human involvement
Autonomous
Invocation
Background
Deployment stage
Scaled
Evidence strength
Detailed primary
Entry reviewed
Copy as MDAsk ChatGPT

How it works

Proactive detection to automatic repair of bank-integration access issues.

Detect an access issue

The system proactively detects bank-integration access issues[Source 1]

Repair the connection

It automatically repairs the detected issue to restore user-permissioned access[Source 1]

Where people stay involved

People review, approve, or guide the agent’s work here.

Not reported: The capture reports aggregate impact only; no human checkpoint is documented.

  • Supervision level

    Not classified

    • integration degradation → repaired connection[Source 1]

How supervision levels work

Implementation details

Model
Not reportedDescribed as AI-powered; no model is specified.
Harness
Not reported
Sandbox
Not reported
Tool access
Plaid bank-integration infrastructure[Source 1]
Knowledge
Not reportedIntegration knowledge is implied by the repair behavior; no knowledge store is documented.
Context management
Not reported
Credentials
Not reportedUser-permissioned data access is named, but credential handling for the agent is not documented.
Interfaces
Not reported

Validation and failure handling

Not reported: No check of repairs or failure behavior is documented.

Reported observations

These results come from the sources. Notes below each result explain what it covers and any reported limits.

Headline claim

More than 2 million successful logins and 90% faster average repair[Source 1]

Reported by
Plaid
Scope
Automated repair of bank connections and the successful user-permissioned logins enabled by those repairs

The source does not report the denominator of this figure.

Observed in June 2025

About this result
Category
Effectiveness
Evidence type
Reported measurement
What it covers
Automated bank-connection repairs, the successful logins they enable, and average repair time

Lessons

Not reported: The capture states impact and future plans; no evaluated transferable lesson.

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Sources and research details

Citations link to the original publisher. Each source also keeps a preserved copy in the repository, so a changed or removed page stays checkable.

  1. AI agents at Plaid (June 2025)https://plaid.com/blog/ai-agents-june-2025/Engineering blog · First party · Last source verification: 2026-08-31
Question coverage and scope
purpose
Reported
workflow
Reported: The capture describes the run in one sentence; the two steps carry exactly that content.
human involvement
Not reported: The capture reports aggregate impact only; no human checkpoint is documented.
implementation
Reported
validation
Not reported: No check of repairs or failure behavior is documented.
observations
Reported
lessons
Not reported: The capture states impact and future plans; no evaluated transferable lesson.
Research details for every claim on this page
  1. Summary
    Statement type
    Fact
    Provenance
    Reported
    Confidence
    Not assessed
    Confidence reason
    No explicit confidence assessment is recorded for this claim.
  2. Headline claim
    Statement type
    Metric
    Provenance
    Reported
    Confidence
    Medium
    Confidence reason
    Plaid reported the figures in its own blog without independent verification.
    Reported by
    Plaid
    Scope
    Automated repair of bank connections and the successful user-permissioned logins enabled by those repairs
    Denominator
    Not reported
    Method
    Not reported
    Observation date
    2025-06
  3. Tool access
    Statement type
    Fact
    Provenance
    Reported
    Confidence
    Not assessed
    Confidence reason
    No explicit confidence assessment is recorded for this claim.
  4. Detect an access issue
    Statement type
    Fact
    Provenance
    Reported
    Confidence
    Not assessed
    Confidence reason
    No explicit confidence assessment is recorded for this claim.
  5. Repair the connection
    Statement type
    Fact
    Provenance
    Reported
    Confidence
    Not assessed
    Confidence reason
    No explicit confidence assessment is recorded for this claim.
  6. Key observation

    More than 2 million successful user-permissioned logins

    Duplicate representation of Headline claim. Component of the compound headline: the same over-2-million login figure with the same scope.

    Statement type
    Metric
    Provenance
    Reported
    Confidence
    Medium
    Confidence reason
    Plaid reported the figure in its own blog.
    Reported by
    Plaid
    Scope
    Automated repair of bank connections and the successful user-permissioned logins enabled by those repairs
    Denominator
    Not reported
    Method
    Not reported
    Observation date
    Not reported
  7. Key observation

    Average time to fix a degradation reduced by 90%

    Duplicate representation of Headline claim. Component of the compound headline: the same 90% repair-time reduction against an unprovided baseline.

    Statement type
    Metric
    Provenance
    Reported
    Confidence
    Medium
    Confidence reason
    Plaid reported the figure in its own blog.
    Reported by
    Plaid
    Scope
    Automated repair of bank connections and the successful user-permissioned logins enabled by those repairs
    Denominator
    Average degradation-repair time before automated repairs; no baseline duration provided
    Method
    Not reported
    Observation date
    Not reported
  8. Operating model assessment
    Statement type
    Inference
    Provenance
    Catalog judgment
    Confidence
    Unverified
    Confidence reason
    The source reports aggregate impact such as successful logins and repair time; it does not document that a person reviews outcomes, work products, or exceptions on any run.
    Observation date
    2025-06