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Comparisons

# Realm vs Steerlab (2026): pricing, features and verdict

Realm: AI RFPs and sales deliverables for software vendors. Steerlab: Paris-built AI for RFPs and security questionnaires, with a self-maintaining library.

## Quick verdict

Choose Realm for software vendors selling to enterprise who want AI across RFPs and wider sales deliverables; choose Steerlab for B2B software presales teams that want sourced AI drafts on RFPs and security questionnaires without curating a Q&A library by hand. Neither publishes a comparable starting price, so quote both on the same scope. In our capability model Realm leads on RFPs, DDQs, AI drafting, source attribution and integrations, while Steerlab leads on self-serve setup.

Both profiles reviewed Oct 2026

2 of 70 profiles, one scoring modelNo paid placement[Sources checked: 21](#source-registry)

## Choose Realm or Steerlab

### RE![Realm logo](https://www.google.com/s2/favicons?domain=withrealm.com&sz=128) Choose Realm when

- Software vendors selling to enterprise who want AI across RFPs and wider sales deliverables.
- You need stronger RFPs, DDQs and AI drafting than Steerlab offers.

### ST![Steerlab logo](https://www.google.com/s2/favicons?domain=steerlab.ai&sz=128) Choose Steerlab when

- B2B software presales teams that want sourced AI drafts on RFPs and security questionnaires without curating a Q&A library by hand.
- You need stronger self-serve setup than Realm offers.

**Key takeaways**
- **Realm:** Software vendors selling to enterprise who want AI across RFPs and wider sales deliverables.
- **Steerlab:** B2B software presales teams that want sourced AI drafts on RFPs and security questionnaires without curating a Q&A library by hand.
- **Pricing:** Realm Custom vs Steerlab Custom

## Side-by-side comparison

__Scores run 0 (not offered) to 3 (category-leading). Edge marks who leads the row; Match means the scores are the same. Confirm certifications on the vendor site before a security review.__
| Capability              | Realm                                                                                        | Steerlab                                                                                                                                                                           | Edge     |
| ----------------------- | -------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------- |
| Best for                | Software vendors selling to enterprise who want AI across RFPs and wider sales deliverables. | B2B software presales teams that want sourced AI drafts on RFPs and security questionnaires without curating a Q&A library by hand.                                                | \-       |
| Starting price          | Custom                                                                                       | Custom                                                                                                                                                                             | Match    |
| Free tier               | No                                                                                           | No                                                                                                                                                                                 | Match    |
| RFPs                    | 3/3                                                                                          | 2/3                                                                                                                                                                                | Realm    |
| DDQs                    | 2/3                                                                                          | 1/3                                                                                                                                                                                | Realm    |
| Security questionnaires | 2/3                                                                                          | 2/3                                                                                                                                                                                | Match    |
| AI drafting             | 3/3                                                                                          | 2/3                                                                                                                                                                                | Realm    |
| Answer library          | 2/3                                                                                          | 2/3                                                                                                                                                                                | Match    |
| Source attribution      | 3/3                                                                                          | 2/3                                                                                                                                                                                | Realm    |
| Workflow & approvals    | 2/3                                                                                          | 2/3                                                                                                                                                                                | Match    |
| Integrations            | 3/3                                                                                          | 2/3                                                                                                                                                                                | Realm    |
| Self-serve onboarding   | 0/3                                                                                          | 1/3                                                                                                                                                                                | Steerlab |
| ISO 27001               | ISO 27001                                                                                    | Not listed                                                                                                                                                                         | \-       |
| SOC 2                   | Not listed                                                                                   | SOC 2 (five Trust Services Criteria)                                                                                                                                               | \-       |
| US hosting              | Not listed                                                                                   | Not listed                                                                                                                                                                         | \-       |
| EU hosting              | Not listed                                                                                   | Yes (AWS regions in Europe; terms name Ireland)                                                                                                                                    | \-       |
| Slack                   | Slack                                                                                        | Slack (Slack bot)                                                                                                                                                                  | \-       |
| Microsoft Teams         | Microsoft Teams                                                                              | Microsoft Teams                                                                                                                                                                    | \-       |
| AWS, Azure, GCP         | Not listed                                                                                   | AWS                                                                                                                                                                                | \-       |
| Listed integrations     | Slack, Notion, Jira, HubSpot, Salesforce, Microsoft Teams, Google Drive                      | Salesforce, HubSpot, Microsoft Dynamics 365, Slack, Microsoft Teams, Google Drive, SharePoint, OneDrive, Dropbox, Box, Confluence, Notion, Google Chrome, Okta, Microsoft Entra ID | \-       |
| Certifications          | ISO 27001, GDPR, HIPAA                                                                       | SOC 2                                                                                                                                                                              | \-       |

## What they look like

### RE![Realm logo](https://www.google.com/s2/favicons?domain=withrealm.com&sz=128) Realm

![Screenshot of the Realm website](/screenshots/realm.webp)

### ST![Steerlab logo](https://www.google.com/s2/favicons?domain=steerlab.ai&sz=128) Steerlab

![Screenshot of the Steerlab website](/screenshots/steerlab.webp)

## Security: ISO 27001, SOC 2, and regional hosting

Put Realm and Steerlab through the same three questions a security reviewer will ask: ISO 27001, SOC 2, and whether you can keep the tenancy in the US or the EU. Cells say **Not listed** when we could not find the claim on a public vendor page.

__Confirm certificates and residency on the vendor site or Trust Center before a formal review. Steerlab: The security page says data is stored in AWS regions in Europe and replicated across several European regions. The terms and conditions say the services are hosted in Ireland.__
| Check      | Realm      | Steerlab                                                                                                                                                                                                                                                                                            |
| ---------- | ---------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| ISO 27001  | ISO 27001  | Not listed                                                                                                                                                                                                                                                                                          |
| SOC 2      | Not listed | SOC 2 (five Trust Services Criteria) [steerlab.ai](https://www.steerlab.ai/security), 2026-10The security page says Steerlab is SOC 2 and was assessed against Security, Availability, Processing Integrity, Confidentiality and Privacy. It does not say Type I or Type II, so ask for the report. |
| US hosting | Not listed | Not listed                                                                                                                                                                                                                                                                                          |
| EU hosting | Not listed | Yes (AWS regions in Europe; terms name Ireland) [steerlab.ai](https://www.steerlab.ai/security), 2026-10                                                                                                                                                                                            |

## Slack and Microsoft Teams

During a live questionnaire, SMEs get pinged in Slack or Teams, not in a vendor portal. Here is what Realm and Steerlab publish for those two connections.

__Native chat apps only. CRM, storage and identity connectors stay in the integrations list.__
| Connection      | Realm           | Steerlab                                                                       |
| --------------- | --------------- | ------------------------------------------------------------------------------ |
| Slack           | Slack           | Slack (Slack bot) [steerlab.ai](https://www.steerlab.ai/integrations), 2026-10 |
| Microsoft Teams | Microsoft Teams | Microsoft Teams [steerlab.ai](https://www.steerlab.ai/integrations), 2026-10   |

## Subprocessors: the big three clouds, then the niche names

Compare Realm and Steerlab on AWS, Azure and GCP first. Then scan for niche processors a reviewer should pause on: third-party LLMs, session replay, or support that leaves the region you elected.

__Cloud row lists the big three only. Niche names sit in the notes when the vendor published them.__
| Layer           | Realm                                            | Steerlab                                                                                                                                                                                                                                     |
| --------------- | ------------------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| AWS, Azure, GCP | Not listed                                       | AWS                                                                                                                                                                                                                                          |
| Watch-outs      | No niche processors flagged in our sourced list. | No niche processors flagged in our sourced list.Steerlab names AWS as its cloud provider but does not publish a full subprocessor list on its site. Ask for it during security review, including which model providers process your content. |

## Pricing breakdown

### Realm

No current public pricing: the pricing page and free-trial signup are offline and buying runs through a demo. Until mid-2026 Realm listed Starter at €600/mo (10 users, RFPs not included) and RFP Starter at €850/mo (50 RFPs/yr), with Scale and Enterprise on custom quotes.

### Steerlab

No public price list: steerlab.ai/pricing returns a 404 and paid plans are quoted after a demo. The free trial covers your first RFP or questionnaire with no credit card required.

## Who should pick Realm

**Realm** is the pick for software vendors selling to enterprise who want AI across RFPs and wider sales deliverables.

- Covers more of the sales cycle than a pure RFP tool, from tender discovery and go/no-go to a revenue-team chat assistant.
- Broad connector set (Slack, Notion, Jira, Confluence, HubSpot, Salesforce, GitHub) feeds live knowledge instead of a hand-kept Q&A bank.
- Every answer cites its sources, and an Answer details panel explains how it was produced.

## Who should pick Steerlab

**Steerlab** is the pick for B2B software presales teams that want sourced AI drafts on RFPs and security questionnaires without curating a Q&A library by hand.

- You can test it on real work first: the free trial covers your first RFP or questionnaire with no credit card.
- Each drafted answer links its source documents and carries a confidence score, and Steerlab says it flags unknowns instead of inventing an answer.
- The library largely maintains itself: Steerlab says it auto-classifies content, removes duplicates and conflicts, and flags stale responses.

## Final verdict

These tools solve different problems, so the right pick depends on your priorities. In our capability model, Realm leads on RFPs, DDQs, AI drafting, source attribution, and integrations, while Steerlab leads on self-serve setup. Realm has the edge on DDQs and security questionnaires combined in our capability model. Many teams also run a dedicated AI-drafting tool alongside their existing stack rather than switching wholesale.

Read the full [Realm review](/realm) or [Steerlab review](/steerlab), or browse [all RFP & DDQ software](/).

## Frequently asked questions

What is the difference between Realm and Steerlab?

Realm: AI RFPs and sales deliverables for software vendors. Steerlab: Paris-built AI for RFPs and security questionnaires, with a self-maintaining library. Realm is best for software vendors selling to enterprise who want AI across RFPs and wider sales deliverables. Steerlab is best for B2B software presales teams that want sourced AI drafts on RFPs and security questionnaires without curating a Q&A library by hand.

Which is cheaper, Realm or Steerlab?

Neither publishes a comparable starting price, so request quotes for the same scope before comparing cost.

Is Realm or Steerlab better for DDQs and security questionnaires?

Realm scores higher on DDQ and security-questionnaire handling in our capability model, though both support them.

Do Realm and Steerlab both handle RFPs?

Realm: yes, a core strength. Steerlab: yes, a core strength.

Which should you choose, Realm or Steerlab?

Realm is the pick for software vendors selling to enterprise who want AI across RFPs and wider sales deliverables. Steerlab is the pick for B2B software presales teams that want sourced AI drafts on RFPs and security questionnaires without curating a Q&A library by hand.

Are there alternatives to Realm and Steerlab?

Yes. Browse the full directory of RFP, DDQ, and security-questionnaire platforms for more options and side-by-side comparisons.

Do Realm and Steerlab list ISO 27001, SOC 2, and US or EU hosting?

Realm: ISO 27001 ISO 27001, SOC 2 Not listed, US Not listed, EU Not listed, Slack Slack, Teams Microsoft Teams, clouds Not listed. Steerlab: ISO 27001 Not listed, SOC 2 SOC 2 (five Trust Services Criteria), US Not listed, EU Yes (AWS regions in Europe; terms name Ireland), Slack Slack (Slack bot), Teams Microsoft Teams, clouds AWS. Confirm both on the vendor sites.

## Source registry

Every page we read for these profiles, with the month it was last checked. Anything without a source is shown as not publicly disclosed. Spot an outdated fact? Send it from the [corrections page](/corrections).

### [Realm](/realm)

Pricing

- [withrealm.com/pricing](https://www.withrealm.com/pricing)Checked Oct 2026 · Pricing model · Starting price
- [web.archive.org/web/20260614192606/https://www.withrealm.com/pr…](https://web.archive.org/web/20260614192606/https://www.withrealm.com/pricing)Checked Oct 2026 · Free tier · Plan tiers · Pricing note

Security and compliance

- No security source URL recorded. Treat certifications and hosting as not publicly disclosed.

Product and integrations

- [withrealm.com/frequently-asked-questions](https://www.withrealm.com/frequently-asked-questions)Checked Oct 2026 · Security questionnaires score
- [docs.withrealm.com/knowledge/curations](https://docs.withrealm.com/knowledge/curations)Checked Oct 2026 · Answer library score
- [docs.withrealm.com/rfp/filling-rfps](https://docs.withrealm.com/rfp/filling-rfps)Checked Oct 2026 · Source attribution score · Workflow & approvals score
- [withrealm.com/book-a-demo](https://www.withrealm.com/book-a-demo)Checked Oct 2026 · Self-serve onboarding score · Limitation
- [pulse2.com/realm-4-5-million-seed-funding-raised-to-transform-e…](https://pulse2.com/realm-4-5-million-seed-funding-raised-to-transform-enterprise-sales-with-ai-automation/)Checked Oct 2026 · Funding
- [docs.withrealm.com/admin/security](https://docs.withrealm.com/admin/security)Checked Oct 2026 · Limitation

Third-party reviews

- [g2.com/sellers/realm](https://www.g2.com/sellers/realm)Checked Jul 2026 · G2 rating

### [Steerlab](/steerlab)

Pricing

- [steerlab.ai/pricing](https://www.steerlab.ai/pricing)Checked Oct 2026 · Pricing model · Starting price · Pricing note · Limitation
- [steerlab.ai/start-for-free](https://www.steerlab.ai/start-for-free)Checked Oct 2026 · Free tier · Plan tiers · Self-serve onboarding score
- [steerlab.ai](https://www.steerlab.ai/)Checked Oct 2026 · Plan tiers · DDQs score · Named customers

Security and compliance

- [steerlab.ai/security](https://www.steerlab.ai/security)Checked Oct 2026 · SOC 2 · EU hosting · Subprocessors · Certifications · Workflow & approvals score · Limitation
- [steerlab.ai/terms-and-conditions](https://www.steerlab.ai/terms-and-conditions)Checked Oct 2026 · Hosting · Limitation

Product and integrations

- [steerlab.ai/responsive-alternative](https://www.steerlab.ai/responsive-alternative)Checked Oct 2026 · RFPs score · Answer library score · Source attribution score
- [steerlab.ai/security-teams](https://www.steerlab.ai/security-teams)Checked Oct 2026 · Security questionnaires score
- [steerlab.ai/features](https://www.steerlab.ai/features)Checked Oct 2026 · AI drafting score
- [steerlab.ai/integrations](https://www.steerlab.ai/integrations)Checked Oct 2026 · Integrations score · Integrations · Slack · Microsoft Teams
- [steerlab.ai/about](https://www.steerlab.ai/about)Checked Oct 2026 · Founded · Headquarters
- [tech.eu/2024/09/04/steerlab-secures-1-7m-to-automate-sales-work…](https://tech.eu/2024/09/04/steerlab-secures-1-7m-to-automate-sales-workflow/)Checked Oct 2026 · Funding
- [capterra.ca/software/1072065/Steerlab](https://www.capterra.ca/software/1072065/Steerlab)Checked Oct 2026 · Limitation · Capterra rating

Third-party reviews

- No review-site source recorded.

Table of Contents

- [Choose Realm or Steerlab](#choose-realm-or-steerlab)
- [Side-by-side comparison](#side-by-side-comparison)
- [What they look like](#what-they-look-like)
- [Security: ISO 27001, SOC 2, and regional hosting](#security-iso-27001-soc-2-and-regional-hosting)
- [Slack and Microsoft Teams](#slack-and-microsoft-teams)
- [Subprocessors: the big three clouds, then the niche names](#subprocessors-the-big-three-clouds-then-the-niche-names)
- [Pricing breakdown](#pricing-breakdown)
- [Who should pick Realm](#who-should-pick-realm)
- [Who should pick Steerlab](#who-should-pick-steerlab)
- [Final verdict](#final-verdict)
- [Frequently asked questions](#frequently-asked-questions)
- [Source registry](#source-registry)

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