Frequently Asked Questions

39 questions about MotherAI — extracted from motherai.tech content.

• What is MotherAI?

  MotherAI is the compliance-first operating system for AI agents — deploy safely inside regulated companies with auditability, controls, and on-premise runtime.

• Who operates MotherAI?

  MotherAI is operated by LongRiver LAB (LongRiver group, Křižíkova 710/30, Prague, Czech Republic). Contact: [email protected].

• What problem does MotherAI solve?

  AI is already inside organizations but not under control. Employees use AI across daily workflows without visibility, approval or audit trails. For regulated institutions, unmanaged AI is unmanaged risk.

• Who is MotherAI built for?

  MotherAI is built for fintechs, payment institutions, crypto exchanges, asset managers, and neo-banks — regulated EU institutions where auditability is non-negotiable.

• How does MotherAI work?

  MotherAI wraps your existing AI models in a controlled execution environment — no rip-and-replace, no months-long integration. Deploy sandbox, define compliance rails, then run agents under control.

• Does MotherAI support on-premise deployment?

  Yes. Install on-premise or in your private cloud. Your data never leaves your infrastructure. On-premise deployment is listed in hero metadata and compliance badges.

• Can I connect my existing LLMs?

  Yes. Connect your existing LLMs and tools in hours, not weeks. MotherAI wraps existing models — no rip-and-replace required.

• What are glass-box AI decisions?

  Every agent action is logged with full context — what it saw, what it decided, and why. Show regulators exactly how your AI thinks. No black boxes.

• What regulations are in the built-in library?

  GDPR, DORA, EU AI Act, MiCA, and AML — pre-mapped and continuously updated. Stop rebuilding the same rules from scratch for every deployment.

• Does MotherAI support human-in-the-loop review?

  Yes. Set thresholds for when agents escalate. Reviewers see full context, approve or reject in one click, and the decision enters the audit trail automatically.

• What is agent-to-agent collaboration?

  Two companies can delegate shared tasks between their AI agents without exposing internal systems. Built on the Google A2A open standard.

• What are compliance rails?

  Policies, approval thresholds, and escalation rules you define. The regulatory library covers GDPR, DORA, EU AI Act, MiCA, and AML obligations out of the box.

• Does MotherAI provide an audit trail?

  Yes. Agents execute workflows with every decision logged, explainable, and replayable. When regulators ask, show every AI decision in full context.

• Is MotherAI GDPR ready?

  Yes. MotherAI lists GDPR compliant among its badges and pre-maps GDPR in the regulatory library. The site states GDPR & EU AI Act ready.

• Is MotherAI DORA ready?

  Yes. DORA ready is listed among MotherAI's compliance badges and covered in the regulatory library.

• How does MotherAI address the EU AI Act?

  MotherAI is EU AI Act aligned. The EU AI Act is fully applicable in August 2026. MotherAI was designed for the strictest regulatory environment with glass-box decisions and human-in-the-loop controls.

• Does MotherAI support MiCA?

  Yes. MiCA supported is listed among compliance badges and pre-mapped in the regulatory library.

• Can MotherAI run AML workflows?

  Yes. Agents execute AML reviews and transaction monitoring with every decision logged, explainable, and replayable. AML obligations are covered out of the box.

• What is shadow AI risk?

  Copilots, browsers and ad-hoc tools spread through teams before security and compliance get a clear picture — usage grows without guardrails or audit records.

• Is MotherAI accepting pilot customers?

  Yes. Accepting pilot customers starting May 2026. Regulated EU fintechs, CASPs, and payment institutions get priority.

• How do I book a demo?

  Submit your work email via the contact form on motherai.tech or POST to /api/lead with email and source fields. Responds within 24h. No credit card required.

• What is the contact email?

  [email protected]

• What is the lead API endpoint?

  POST /api/lead with JSON body { email, source }. Used for demo and early-access requests from the website forms.

• Is there a Telegram community?

  Yes. Join https://t.me/motherai_community for product updates, regulatory news, and early access announcements — no spam.

• Is a credit card required?

  No credit card required for early access or demo requests.

• How fast does MotherAI respond to inquiries?

  Responds within 24 hours after form submission.

• Why do compliance teams approve MotherAI?

  MotherAI provides glass-box decisions, built-in regulatory library, human-in-the-loop controls, and audit trails — everything legal teams need while speeding up AI teams.

• How long does integration take?

  Connect your existing LLMs and tools in hours, not weeks. No months-long integration or rip-and-replace.

• Where does data stay?

  Your data never leaves your infrastructure with on-premise or private cloud deployment.

• What workflows can agents run?

  AML reviews, compliance checks, and report generation — with every decision logged, explainable, and replayable.

• Does MotherAI serve banks, insurers, and healthcare?

  Banks, insurers and healthcare cannot treat shadow AI as a side experiment when auditability is non-negotiable. MotherAI brings AI under control for these sectors.

• What is MotherAI's target market?

  The EU's regulated financial sector with 6,800+ regulated institutions. MotherAI was designed for the strictest regulatory environment on earth.

• What is the RegTech market context?

  Global RegTech market size in 2025 is $24B. MotherAI targets a €350M ARR opportunity in its initial wedge.

• How does MotherAI treat compliance?

  MotherAI was designed from day one to make compliance an operational advantage, not a drag. Most compliance tools slow you down; MotherAI speeds you up.

• What standard is agent-to-agent built on?

  Built on the Google A2A open standard for delegating shared tasks between companies without exposing internal systems.

• Can MotherAI run in private cloud?

  Yes. Install on-premise or in your private cloud. Your data never leaves your infrastructure.

• How explainable are AI decisions?

  Every agent action is logged with full context — what it saw, what it decided, and why. Decisions are explainable and replayable for regulators.

• How do approval workflows work?

  Set policies, approval thresholds, and escalation rules as compliance rails. Human reviewers approve or reject with full context in one click.

• Do CASPs get pilot priority?

  Yes. Regulated EU fintechs, CASPs, and payment institutions get priority for the May 2026 pilot program.