Vendors / Databases and data platforms

Weaviate

Weaviate’s cursor API can enumerate collection objects and optionally their vectors. Multi-tenant collections require explicit traversal of tenants.

Overall controlB6.7*/10
Assessment checked 2026-10-22Public documentation · No live account test

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

OVERALL CONTROL / 0.6-customer-control

Grades and scoring

Overall B / 6.7*/10, with 12 of 16 applicable scoring inputs verified. Missing evidence discounts the supported score (unknown answers remain unknown).

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Data access and planned exit carry the most weight. Known commercial barriers cap access; an unpublished price applies a bounded discount. Post-cancellation retrieval is a separate disclosure. Open each dimension to inspect its inputs and sources.

B6.4*/10

Data access

25% of the overall score before applicability adjustment.

Scored answers and evidence

Read interface 7.5/10

Structured API for the declared product scope

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Weaviate’s cursor API can enumerate collection objects and optionally their vectors. Multi-tenant collections require explicit traversal of tenants.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗

Bulk delivery 8.8/10

Batched or iterable API requests

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Use the collection iterator or after cursor to traverse all objects. Request vectors explicitly and repeat for each selected tenant.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗

Query expressiveness 7.5/10

Fixed object or report retrieval

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Choose collection, properties and vector inclusion. Cursor traversal is separate from filtered similarity queries.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗

Access cost barrier -

-

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Minimum commercial entitlement and exact API charges were not established for the assessed route.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗
A8.8*/10

Third-party accessibility

20% of the overall score before applicability adjustment.

Scored answers and evidence

Third-party eligibility 10.0/10

Customer authorization without discretionary provider approval

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Deployments support API keys and OIDC with authorization applied separately. Weaviate Cloud preconfigures API-key authentication.

Weaviate authentication by deployment ↗
API key, OIDC and Weaviate Cloud · Checked 2026-10-22

Answer-to-score anchors ↗

Downstream permission -

-

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Processing, AI-use, redistribution and other downstream contractual permissions were not settled by this technical review.

Weaviate authentication by deployment ↗
API key, OIDC and Weaviate Cloud · Checked 2026-10-22

Answer-to-score anchors ↗
A8.5/10

External action

15% of the overall score before applicability adjustment.

Scored answers and evidence

Write interface 7.5/10

Create and update in one business domain

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Create collection objects with supplied properties and permitted vectors; collection schema and authorization constrain writes.

Weaviate object creation ↗
Create objects with properties and vectors · Checked 2026-10-22

Answer-to-score anchors ↗

Custom application path 10.0/10

Customer applications using fixed APIs without provider selection

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

The documented interface can connect customer application code within its authorization and resource scope.

Weaviate authentication by deployment ↗
API key, OIDC and Weaviate Cloud · Checked 2026-10-22

Answer-to-score anchors ↗
D3.1*/10

Continuity

15% of the overall score before applicability adjustment.

Scored answers and evidence

Refresh mechanism 5.0/10

Scheduled feeds or recurring extracts

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Repeat the assessed collection traversal to reconcile current state. Native change delivery and retained replay were not established in this review.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗

Limit visibility -

-

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

A numeric request budget and recovery contract were not established by the reviewed references.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗

CDC and deletion capture 2.5/10

Full snapshots permit customer reconciliation; native deltas unverified

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Compare complete scoped snapshots to reconcile missing records; native deletion identities and intermediate changes were not established.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗

Replay and gap recovery 2.5/10

Rebuild from a fresh snapshot; no historical replay established

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Repeat the declared collection or export route to rebuild current state within its permissions and selection limits. Deleted payloads and intermediate history are unverified.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗
B7.5/10

Data exit

20% of the overall score before applicability adjustment.

Scored answers and evidence

Export custody 7.5/10

Customer-held structured files or API records

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

The assessed structured payloads can be retained in customer-held files. Broader contractual reuse rights remain unresolved.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗

Post-cancellation access Disclosure

-

Disclosure only; does not reduce planned-exit credit.

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

The reviewed technical documentation does not establish retrieval rights after account termination.

Weaviate authentication by deployment ↗
API key, OIDC and Weaviate Cloud · Checked 2026-10-22

Answer-to-score anchors ↗

Planned migration fidelity 7.5/10

Portable structured records on documented routes; whole-product completeness unverified

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Retain object IDs, selected properties, vectors and tenant identity. Missing vector selection or tenants produces an incomplete copy; service configuration remains separate.

Weaviate read all collection objects ↗
Cursor API, Read all objects including vectors and multi-tenancy · Checked 2026-10-22

Answer-to-score anchors ↗
D2.1*/10

Business logic and customization

5% of the overall score before applicability adjustment.

Scored answers and evidence

Logic authoring 2.5/10

External integration code; native business logic portability not established

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

External code can use this interface; native workflow portability was not established (API clients and native definitions are different artifacts).

Weaviate authentication by deployment ↗
API key, OIDC and Weaviate Cloud · Checked 2026-10-22

Answer-to-score anchors ↗

Rights to custom logic -

-

Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Ownership and reusable export rights for native workflow artifacts need a separate contractual review.

Weaviate authentication by deployment ↗
API key, OIDC and Weaviate Cloud · Checked 2026-10-22

Answer-to-score anchors ↗

Scores are out of 10. * Incomplete evidence discounts verified capabilities (unknown answers stay unknown). Planned migration drives data exit. Scoring method ↗

CUSTOMER CHOICE

Third-party accessibility

Deployments support API keys and OIDC with authorization applied separately. Weaviate Cloud preconfigures API-key authentication.

Third-party eligibilityCustomer authorization without discretionary provider approvalSource & scope ↗
Access cost barrier-Source & scope ↗
Downstream permission-Source & scope ↗

Confirm who can connect, who owns the credentials and which uses are permitted. Customer consent and provider approval can be separate requirements; the selected plan and contract still matter.

READ / INTEGRATE

API and export routes

Use the collection iterator or after cursor to traverse all objects. Request vectors explicitly and repeat for each selected tenant. Choose collection, properties and vector inclusion. Cursor traversal is separate from filtered similarity queries.

Access routeAuthenticationCredential ownerProvider approvalAccess requirementLast checked
collection object traversal, selected vectors and object creationAPI keyCustomerNoCustomer-supplied credentials2026-10-22

Availability depends on your product, plan and agreement. See the documentation below for the requirements of each route.

ECONOMIC ACCESS

Cost, authentication and limits

Minimum plan and exact route fees remain unconfirmed.

Check API entitlement, credential ownership and rate limits for the route you intend to use. Include review fees, customer-plan upgrades and ongoing access charges in the total.

ACT FROM OUTSIDE

External action

Create collection objects with supplied properties and permitted vectors; collection schema and authorization constrain writes.

Validate the supported operation, acting identity and permission scope (read access does not imply write permission). Ambiguous retries and revoked credentials also affect whether an external workflow can run safely.

KEEP ACCESS USEFUL

Continuity

Repeat the assessed collection traversal to reconcile current state. Native change delivery and retained replay were not established in this review.

CDC, deletions and recovery

QuestionAnswer / applicable routeEvidence
Can ongoing extraction identify updates and deleted records on the declared route?Full snapshots permit customer reconciliation; native deltas unverifiedWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Compare complete scoped snapshots to reconcile missing records; native deletion identities and intermediate changes were not established.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
How can extraction recover after missed events or an interrupted consumer?Rebuild from a fresh snapshot; no historical replay establishedWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Repeat the declared collection or export route to rebuild current state within its permissions and selection limits. Deleted payloads and intermediate history are unverified.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22

Useful ongoing access includes corrections and deletions, not only the first export. A failed request, changed filter or lost resource permission should not be interpreted as a deleted record.

LEAVE WITH YOUR DATA

Data exit and portability

Retain object IDs, selected properties, vectors and tenant identity. Missing vector selection or tenants produces an incomplete copy; service configuration remains separate.

Test the output against the destination’s required fields and history. Check stable identifiers, relationships, attachments and extraction time; a sample file proves only the coverage of that sample.

BUILD / INSPECT / REUSE

Business logic and customization

Customers can write external integration code. Native workflow rights and independent execution remain unresolved (record access does not establish portable application logic).

Custom API access, ownership of workflows and the right to export their definitions are separate questions. A custom-app capability alone does not establish that business rules can move to another system.

AGREEMENTS / API DOCS / PROGRAM REQUIREMENTS

Documented conditions

Answers below come from public provider materials. Every answer retains its source check date, scope (a partner agreement does not describe every customer route). Customer contracts and live behavior still need verification.

QuestionAnswer / applicable routeEvidence
What structured read interface is documented?Structured API for the declared product scopeWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Weaviate’s cursor API can enumerate collection objects and optionally their vectors. Multi-tenant collections require explicit traversal of tenants.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
How can customers retrieve data in bulk?Batched or iterable API requestsWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Use the collection iterator or after cursor to traverse all objects. Request vectors explicitly and repeat for each selected tenant.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
What queries can a customer issue outside the provider UI?Fixed object or report retrievalWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Choose collection, properties and vector inclusion. Cursor traversal is separate from filtered similarity queries.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
Who decides whether a chosen third party may connect?Customer authorization without discretionary provider approvalWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Deployments support API keys and OIDC with authorization applied separately. Weaviate Cloud preconfigures API-key authentication.

Weaviate authentication by deployment ↗API key, OIDC and Weaviate CloudChecked 2026-10-22
What extra commercial condition applies to the routes supplying the assessed read capability, relative to the lowest paid plan?-Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Minimum commercial entitlement and exact API charges were not established for the assessed route.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
Which external write operations are documented?Create and update in one business domainWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Create collection objects with supplied properties and permitted vectors; collection schema and authorization constrain writes.

Weaviate object creation ↗Create objects with properties and vectorsChecked 2026-10-22
How can customers connect an application they build or choose?Customer applications using fixed APIs without provider selectionWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

The documented interface can connect customer application code within its authorization and resource scope.

Weaviate authentication by deployment ↗API key, OIDC and Weaviate CloudChecked 2026-10-22
What mechanism supports repeatable extraction of changes?Scheduled feeds or recurring extractsWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Repeat the assessed collection traversal to reconcile current state. Native change delivery and retained replay were not established in this review.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
How are integration limits disclosed?-Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

A numeric request budget and recovery contract were not established by the reviewed references.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
Where can a usable data copy be delivered?Customer-held structured files or API recordsWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

The assessed structured payloads can be retained in customer-held files. Broader contractual reuse rights remain unresolved.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
What retrieval rights are documented at cancellation?-Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

The reviewed technical documentation does not establish retrieval rights after account termination.

Weaviate authentication by deployment ↗API key, OIDC and Weaviate CloudChecked 2026-10-22
How can customers define their own business logic?External integration code; native business logic portability not establishedWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

External code can use this interface; native workflow portability was not established (API clients and native definitions are different artifacts).

Weaviate authentication by deployment ↗API key, OIDC and Weaviate CloudChecked 2026-10-22
What rights or portability are documented for custom workflow artifacts?-Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Ownership and reusable export rights for native workflow artifacts need a separate contractual review.

Weaviate authentication by deployment ↗API key, OIDC and Weaviate CloudChecked 2026-10-22
What usable data or native definitions can leave before cancellation?Portable structured records on documented routes; whole-product completeness unverifiedWeaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Retain object IDs, selected properties, vectors and tenant identity. Missing vector selection or tenants produces an incomplete copy; service configuration remains separate.

Weaviate read all collection objects ↗Cursor API, Read all objects including vectors and multi-tenancyChecked 2026-10-22
What permission is needed for the documented downstream use?-Weaviate / collection object traversal, selected vectors and object creation; backup restore, module configuration and full deployment migration are excluded.

Processing, AI-use, redistribution and other downstream contractual permissions were not settled by this technical review.

Weaviate authentication by deployment ↗API key, OIDC and Weaviate CloudChecked 2026-10-22

SOURCES / SCOPE / HISTORY

Sources and open questions

This review is based on the documentation below. Live account behavior and customer-specific agreements haven’t been tested.

Still to confirm

  • Minimum commercial entitlement and exact API charges
  • Downstream contractual permissions and post-cancellation retrieval rights
  • Complete migration of history, files, permissions and native workflow definitions

Documentation

Assessment checked 2026-10-22. Each answer retains its source and applicable route; the check date does not establish live account behavior.