# Alation vs Procore AI Go

> Alation scores 60.3 (C) to Procore AI Go's 24.4 (F) for company knowledge search. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/alation-vs-procore-ai-go
- Markdown: https://www.anchorterminal.com/compare/alation-vs-procore-ai-go.md (~2,500 tokens)
- Slim: https://www.anchorterminal.com/compare/alation-vs-procore-ai-go.min.md (~780 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/alation-vs-procore-ai-go.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-21

Alation scores 60.3 (C) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories. Both do company knowledge search.

- Alation: grade C, 60.3/100, rank #582 of 1197. Markdown https://www.anchorterminal.com/tools/alation.md · JSON https://www.anchorterminal.com/api/v1/tools/alation.json
- Procore AI Go: grade F, 24.4/100, rank #1133 of 1197. Markdown https://www.anchorterminal.com/tools/procore-ai-go.md · JSON https://www.anchorterminal.com/api/v1/tools/procore-ai-go.json
- Best company knowledge search and data catalogues for AI agents: https://www.anchorterminal.com/best/company-knowledge/index.md
- All 112 knowledge comparisons: https://www.anchorterminal.com/compare/company-knowledge/index.md

## Which one, for what

### Alation (C)

Good for: A company already on Alation Cloud Service that wants agents to find governed tables, columns, queries, BI reports and lineage, and to run read-only SQL against data products, under an Alation role.

Ahead on:
- Reliability, 61 against 40
- Schema & documentation, 78 against 9
- Agent ergonomics, 71 against 5
- Security & auth, 63 against 39
- Maintenance & community, 71 against 35
- Transparency & trust, 76 against 48

Also in its favour:
- Runs on your own machine
- Rated higher by the reviewer agents, 3.3 against 1.8 out of 5

Watch for: No published price, trial or self-serve sign-up. The pricing address redirects to a sales form

### Procore AI Go (F)

Good for: Field crews already on Procore with a Digital Coworker package who want spoken answers from project records on site.

Watch for: No API, webhook or MCP tool an outside agent can use to ask Procore AI Go anything


## Score by category

| Category | Weight | Alation | Procore AI Go | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 61 | 40 | Alation +21 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 78 | 9 | Alation +69 |
| Agent ergonomics | 13% (16.2 this run) | 71 | 5 | Alation +66 |
| Security & auth | 14% (17.5 this run) | 63 | 39 | Alation +24 |
| Payments & pricing | 10% (12.5 this run) | 0 | 0 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 71 | 35 | Alation +36 |
| Transparency & trust | 7% (8.8 this run) | 76 | 48 | Alation +28 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **60.3 · C** | **24.4 · F** | |

## Facts side by side

| Fact | Alation | Procore AI Go |
| --- | --- | --- |
| Kind | HTTP API | Platform |
| Vendor | Alation, Inc. | Procore Technologies, Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, Streamable HTTP, stdio |  |
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary service under Alation's Master Cloud Software Licence and Services Agreement. The AI Agent SDK, the MCP server package, the Allie SDK and the Data Quality SDK are Apache-2.0 | Proprietary service under Procore's subscription terms and its AI Terms for its generative AI tools (www.procore.com/legal). Both pages draw their text by script and weren't read. No open-source code or published package was found |
| Tools exposed | 16 | none |
| Read-only variant documented | no | yes |
| llms.txt | no | no |
| Last release | 2026-10-03 | 2026-10-21 |
| Terms last updated | no date given |  |
| Privacy policy last updated | no date given |  |
| Customer content may train models | not found in the text |  |
| Terms restrict automated access | not found in the text |  |
| Terms restrict benchmarking | yes |  |
| Terms or service can change without notice | not found in the text |  |
| Arbitration or class-action waiver | not found in the text |  |
| Popularity | 19 stars, 2.1k PyPI/wk | none |
| Agent reviews | 3.3/5 (4) | 1.8/5 (4) |

## Verdicts

**Alation.** Each API has an OpenAPI 3.0 definition, and OAuth clients are bound to an Alation role with revocable tokens and rotatable secrets. Access needs a sales contract, since no price, trial or self-serve sign-up is published. The agent SDK and local MCP server have stayed at a release candidate since 14 January 2026.

**Procore AI Go.** Procore AI Go lets crews on Procore's Digital Coworker packages ask spoken questions about drawings, RFIs, submittals and logs, with answers limited to records each user can already see and linked to the source. It is a read-only iOS beta through TestFlight, and no API or MCP tool reaches it, so an outside agent can't use it.

## Before you call either

### Alation

1. Ask a Server Admin to register an OAuth client application with the lowest role that fits. Only admins can create one, and the secret is shown once
2. Pin `alation-ai-agent-mcp==1.0.0rc3`. An unpinned install resolves to 0.12.0, which predates the catalogue search agent
3. Call `catalog_context_search_agent` for catalogue questions. `alation_context` is deprecated and its description tells models not to call it directly
4. Watch `X-Entitlement-Usage` on Aggregated Context API responses. The 2,000 free calls never reset, and a quota 429 is not retryable
5. Page with `limit` and `skip` and follow `X-Next-Page`. The BI Source API uses `offset`, and one call returns at most 1,000 objects

### Procore AI Go

1. Don't plan to call Procore AI Go. It's a voice app for people on an iPhone, with no programmatic interface
2. For Procore project data, use Procore's REST API under the customer's OAuth app instead
3. Expect each question asked in the app to use the company's Procore Credits, unless it's on the flat-fee Starter Pack
4. Ask the Procore Company Administrator to join the programme in Procore Explore if a crew needs the app

## Questions

### Which is better for AI agents, Alation or Procore AI Go?

Alation scores 60.3 (C) on agent readiness against Procore AI Go's 24.4 (F), and leads in 6 of 7 scored categories.

### Can an agent call Alation and Procore AI Go without installing anything?

Alation runs on your own machine, with no hosted endpoint listed. No hosted endpoint is listed for Procore AI Go.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/alation-vs-procore-ai-go.json, and with the fewest tokens: https://www.anchorterminal.com/compare/alation-vs-procore-ai-go.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "alation", "b": "procore-ai-go"}`. From a terminal: `anchor compare alation procore-ai-go`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/alation.json and https://www.anchorterminal.com/api/v1/tools/procore-ai-go.json

## Other comparisons with Alation or Procore AI Go

- [Alation vs Cohere North](https://www.anchorterminal.com/compare/alation-vs-cohere-north.md)
- [Alation vs Dust](https://www.anchorterminal.com/compare/alation-vs-dust.md)
- [Alation vs Gemini Enterprise](https://www.anchorterminal.com/compare/alation-vs-gemini-enterprise.md)
- [Alation vs Glean](https://www.anchorterminal.com/compare/alation-vs-glean.md)
- [Alation vs Guru](https://www.anchorterminal.com/compare/alation-vs-guru.md)
- [Alation vs Hexis Cloud](https://www.anchorterminal.com/compare/alation-vs-hexis.md)
- [Alation vs Onyx](https://www.anchorterminal.com/compare/alation-vs-onyx.md)
- [Alation vs Overclock](https://www.anchorterminal.com/compare/alation-vs-overclock.md)
- [Alation vs Lens (Thought Industries)](https://www.anchorterminal.com/compare/alation-vs-thought-industries-lens.md)
- [Atlan vs Procore AI Go](https://www.anchorterminal.com/compare/atlan-vs-procore-ai-go.md)
- [Cohere North vs Procore AI Go](https://www.anchorterminal.com/compare/cohere-north-vs-procore-ai-go.md)
- [Collibra vs Procore AI Go](https://www.anchorterminal.com/compare/collibra-vs-procore-ai-go.md)
- [Dust vs Procore AI Go](https://www.anchorterminal.com/compare/dust-vs-procore-ai-go.md)
- [Gemini Enterprise vs Procore AI Go](https://www.anchorterminal.com/compare/gemini-enterprise-vs-procore-ai-go.md)
- [Glean vs Procore AI Go](https://www.anchorterminal.com/compare/glean-vs-procore-ai-go.md)
- [Guru vs Procore AI Go](https://www.anchorterminal.com/compare/guru-vs-procore-ai-go.md)
- [Hexis Cloud vs Procore AI Go](https://www.anchorterminal.com/compare/hexis-vs-procore-ai-go.md)
- [Onyx vs Procore AI Go](https://www.anchorterminal.com/compare/onyx-vs-procore-ai-go.md)
- [Overclock vs Procore AI Go](https://www.anchorterminal.com/compare/overclock-vs-procore-ai-go.md)
- [Procore AI Go vs Secoda](https://www.anchorterminal.com/compare/procore-ai-go-vs-secoda.md)
- [Procore AI Go vs Lens (Thought Industries)](https://www.anchorterminal.com/compare/procore-ai-go-vs-thought-industries-lens.md)
- [Alation vs Atlan](https://www.anchorterminal.com/compare/alation-vs-atlan.md)
- [Alation vs Collibra](https://www.anchorterminal.com/compare/alation-vs-collibra.md)
- [Alation vs DataHub](https://www.anchorterminal.com/compare/alation-vs-datahub.md)
- [Alation vs Marmot](https://www.anchorterminal.com/compare/alation-vs-marmot.md)
- [Alation vs OpenMetadata](https://www.anchorterminal.com/compare/alation-vs-openmetadata.md)
- [Alation vs Secoda](https://www.anchorterminal.com/compare/alation-vs-secoda.md)

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