Steerlab review: pricing, features and alternatives (2026)

The verdict

Steerlab is a young, Paris-based AI response tool that is worth a trial if you sit on a presales team at a B2B software company and you are tired of feeding a Q&A library. It drafts sourced answers to RFPs and security questionnaires, keeps its own library tidy, and lets you run your first real RFP or questionnaire free with no credit card. The catch is everything you cannot see before a call: there is no public price list, the SOC 2 claim does not say which type, and data lives in Europe by default.

Who I’d hand it to: an EU-based presales or proposal team at a software company that wants AI drafts with receipts and would rather not hire a content librarian. Who I’d steer elsewhere: a US-regulated buyer who needs US data residency on paper, or a team whose main job is due-diligence questionnaires for investors.

What Steerlab actually is

Steerlab was founded in 2023 in Paris by Rami Iguerwane (CEO) and Othmane Hamzaoui (CTO). Per its about page, Iguerwane came from management consulting at Sia Partners and an AI role at Swiss Life, and Hamzaoui spent five years at Amazon building production AI models. Its CRO, Yasser Eljarieh, previously ran presales at companies including Zendesk and Coupa, which tells you whose pain the product is shaped around.

On money, Steerlab announced a €1.7M pre-seed round on September 4, 2024 (its own post converts that to $1.9M). Tech.eu reported the round as led by Dreamcraft Ventures, with Heartfelt_ and Lumière AI Ventures joining, plus Station F and more than 20 angels. That is a small raise by category standards. It doesn’t make the product worse, but it does mean you are buying from an early-stage company, so ask the usual early-stage questions about support coverage and roadmap.

The product splits into three jobs, and the site gives each one its own landing page. Presales teams get drafting plus a copilot and Slack bot. Proposal teams get the self-maintaining library plus collaboration. Security teams get questionnaire automation with confidence scores. Homepage logos include Playable and Staffbase (beqom too), and testimonials come from the founders of Gladia and Mantra.

How drafting and the knowledge base work

The drafting pitch is straightforward. You upload or connect your content, Steerlab reads the incoming document (Excel, Word, PDF and narrative proposals are all named), and it writes a first pass. By Steerlab’s own estimate it auto-generates 80% or more of a document in minutes, and its Responsive comparison page goes further and says 90%. Treat both as vendor claims, not benchmarks. What matters more is the mechanism they describe: each answer comes with linked source documents and a confidence score, and the security-teams page says that if Steerlab does not know the answer, it tells you instead of making one up.

That last line is the one to test hardest. A tool that admits ignorance on question 214 of a SIG is worth more than one that writes a fluent paragraph about an encryption standard you do not use.

The library side is where Steerlab tries to differ from the older suites. Instead of a hand-curated question bank, it describes an “auto-managed” library. Per its comparison page, it classifies content and removes duplicates and conflicts. It also flags outdated responses and learns from each submission. If you already have a library in Responsive, Steerlab says it supports a structured migration of your Q&A content and documents, which it then cleans and deduplicates. You can also skip the import and connect your drives directly.

Two extras stand out. The Go/No-Go agent uses win probability and what Steerlab calls competitor bias detection to help you decide whether to bid at all, which is the cheapest time-saver in this whole business. And the comparison page lists native multilingual AI, which matters for European teams answering tenders in more than one language.

Integrations and where you answer

Steerlab’s integrations page lists 17 connectors. On the content side: Google Drive, SharePoint, OneDrive, Dropbox, Box, Confluence and Notion. On the CRM side it lists Salesforce and HubSpot, and it also lists Microsoft Dynamics 365, which is rarer than it should be in this category. Slack and Microsoft Teams are both there, and there is a Chrome extension for answering inside web portals. For identity it lists Okta, Google SSO, Auth0 and Microsoft Entra ID.

So the “answer where you work” story is real on paper. A rep can ask the Slack bot, while someone stuck in a buyer portal can use the extension. What the page does not show is depth. A logo on an integrations grid can mean a full two-way sync or a one-time file pull, so ask how often each connector refreshes and whether it respects your folder permissions.

Security and compliance posture

Here is the plain version, with the humor dialed down because this is the part your security team will read.

Steerlab’s security page says the company is SOC 2 and was assessed against all five Trust Services Criteria: Security, Availability, Processing Integrity, Confidentiality and Privacy. It does not say Type I or Type II, and I could not find an ISO 27001 claim. Ask for the report and check the type and the audit period before you go further.

Infrastructure runs on AWS across multiple availability zones. Data is encrypted at rest with AES-256 and in transit with TLS 1.2. Customer data is logically separated per tenant. Inside the product, admins can enforce MFA and connect SSO, and there are fine-grained roles, such as Contributor and Proposal Manager.

Data residency is the big one. The security page says data is stored in AWS regions in Europe and replicated across several European regions, and the terms and conditions say the services are hosted in Ireland. For an EU buyer working through GDPR reviews, that is a selling point. For a US healthcare or public-sector buyer, it is a question to settle before the demo, not after. Steerlab also does not publish a subprocessor list on its site, so ask which model providers touch your content.

Pricing and how to buy it

There is no public price. The pricing URL on Steerlab’s site returns a 404, and the buying paths are “Try for free” and “Book a demo”. The free trial is the genuinely useful part: the site says your first RFP or questionnaire is on them, and the sign-up form says no credit card is required. You get a workspace provisioned and a notification when it is ready.

That puts Steerlab in an odd middle spot. It is easier to try than most quote-only vendors, because you can run a live document through it before anyone sends you a proposal. But you still cannot budget without a sales conversation, and nothing on the site says whether pricing is per seat or per project.

One legal detail worth flagging to procurement early: the terms are governed by French law, and disputes go to arbitration seated in Paris. Enterprise deals usually sign a separate agreement anyway, but if you plan to buy on click-through terms, read them first.

Where it falls short

• No published pricing. You can trial it free, but you cannot compare total cost without a demo.
• EU-only hosting as published. AWS Europe, with Ireland named in the terms. Great for some buyers, a blocker for others.
• Template depth for regulated verticals. A Capterra reviewer (May 2026) praised the answer matching but asked for more ready-made templates for banking and fintech security questionnaires, and said some RFPs still need setup work before use.
• SOC 2 type not stated. The security page claims SOC 2 against all five criteria but never says Type I or Type II, so you will need the report itself.

Who should shortlist it, and who should skip it

Shortlist Steerlab if:

• You are a presales or proposal team at a B2B software company answering RFPs and security questionnaires every week.
• You want AI drafts with sources and confidence scores, and you would rather the library maintain itself.
• You are in Europe and want your data hosted there by default.
• You run Dynamics 365 or Microsoft Teams and are tired of tools that only speak Salesforce and Slack.

Skip it, or at least hold it to a harder test, if you need US-only data residency in writing. Skip it too if your volume is mostly investor DDQs, since the product pages are built around RFPs and security questionnaires rather than due-diligence workflows.

How it sits next to its peers

Steerlab vs Responsive. Steerlab openly positions itself as the Responsive replacement, so take its comparison page with salt. Fair version: Responsive has the wider workflow engine and the bigger enterprise customer list. It also publishes an entry price on its pricing page, which Steerlab does not. Steerlab’s case is less library curation and a faster start, with a free first document to prove it. Pick Responsive if you need complex approval chains across many teams. Pick Steerlab if your problem is the library, not the workflow.

Steerlab vs Loopio. Loopio’s strength is a mature, tagged, versioned library that big teams trust, and it offers an EU environment on AWS Ireland too. Steerlab bets you should not have to curate that library at all. If you have a dedicated content manager and a clean library, Loopio rewards that investment. If nobody owns the library and it shows, Steerlab is the more interesting trial.

Steerlab vs Arphie. These two are close cousins: both AI-native, both draft from connected sources with confidence scores. Arphie names its SOC 2 Type 2 report by type and lists live connections to sales-enablement tools like Seismic and Highspot. Steerlab is easier to try, thanks to the free first document, and adds the Go/No-Go agent plus EU hosting. Run the same questionnaire through both.

Steerlab vs AutoRFP.ai. AutoRFP.ai is the accuracy-first tool for writing winning responses in a workflow that is easy to run: drafts come from approved content, each line shows its source, and the library files what you approve. It also publishes flat pricing from $899/mo with unlimited users, holds ISO 27001 alongside SOC 2 Type II, and offers both US and EU hosting. Steerlab’s strength is a free first document and bid-decision tooling. If you want accuracy you can check, responses written to win, and a workflow that is easy to run, with certifications and a price in hand for procurement, AutoRFP.ai is the fit. If you want to see output on a live RFP before you talk to anyone, Steerlab gets you there faster.

What to test in a demo or trial

Use the free document wisely. Bring the ugliest thing in your inbox, not a clean sample.

1. Run a real security questionnaire with at least one question your docs do not answer. Check that Steerlab flags it instead of inventing something.
2. Click every source link on ten random answers. Confirm the cited document actually says what the answer claims.
3. Load two conflicting versions of a policy and see whether the library flags the conflict or quietly picks one.
4. Export a multi-tab Excel file back to the buyer’s format and check that formatting and cell positions survive.
5. Ask for the SOC 2 report and confirm whether it is Type I or Type II, plus the audit window.
6. Ask for the subprocessor list, including every LLM provider, and confirm EU-only processing if that is why you are buying.
7. Get a written price for your seat count and volume before the trial ends, and ask what happens to your workspace if you do not convert.

The bottom line: a promising, easy-to-try AI drafting tool with a smart library story and a European home. Make it earn the contract on your hardest document, and get the paperwork answers in writing.