FAQ
Product Understanding
Section titled “Product Understanding”What is Foldspace in one line?
Section titled “What is Foldspace in one line?”Foldspace is an AI-Native conversational interface where users say what they want (“add lisa@acme.com as an admin,” “create a ticket,” “analyze my last campaign”) and the agent does it.
What exactly does Foldspace do in one sentence?
Section titled “What exactly does Foldspace do in one sentence?”Foldspace lets SaaS companies embed an AI-Native interface inside their product, so users skip menus and dashboards and go from intent to execution instantly, with Conversational Analytics on every interaction.
How is Foldspace different from a chatbot or AI assistant?
Section titled “How is Foldspace different from a chatbot or AI assistant?”A chatbot answers questions. An AI assistant handles small tasks. Foldspace’s Product Agent navigates, acts, and executes multi-step workflows across your product, and every interaction feeds Conversational Analytics. It’s fused into your product’s core experience, not bolted on.
What kinds of workflows can Foldspace automate?
Section titled “What kinds of workflows can Foldspace automate?”Anything slowed by menus, dashboards, or training:
- Multi-step onboarding flows
- Reporting and analytics queries
- Data entry and record management
- Cross-app workflows (CRM → billing → support)
- Contextual “next best action” suggestions
Does it work better for complex enterprise products or also lighter SaaS apps?
Section titled “Does it work better for complex enterprise products or also lighter SaaS apps?”Foldspace excels with complex SaaS that have steep learning curves (HR, healthcare, finance, analytics). Lighter SaaS apps also benefit, gaining an AI-Native edge without rebuilding their UI.
How do the Product Agent, Task Agents, and Chatterblocks differ?
Section titled “How do the Product Agent, Task Agents, and Chatterblocks differ?”- Product Agent → runs workflows end-to-end from plain-language intents (e.g., “Set up brand settings”).
- Task Agents (AI Functions) → prompt-less features (often a “Generate” button) that return structured outputs such as drafts, summaries, or auto-fill.
- Chatterblocks → in-thread UI components (forms, cards, tables, or charts) to review data, preview changes, and confirm actions inside the conversation.
What is “Product Knowledge” in practice?
Section titled “What is “Product Knowledge” in practice?”Product Knowledge combines docs, help articles, and contextual data with user actions. It ensures accurate answers, activates features with best practices, and guides users to successful outcomes.
Value & ROI
Section titled “Value & ROI”How does Foldspace impact product adoption metrics?
Section titled “How does Foldspace impact product adoption metrics?”Foldspace simplifies the path to value. Users express outcomes directly, leading to faster activation, stronger feature usage, and higher adoption.
What kind of ROI do customers see in the first 90 days?
Section titled “What kind of ROI do customers see in the first 90 days?”- Faster new-user productivity
- Fewer “how do I” support tickets
- More consistent use of core product features
The ROI comes from reducing friction and boosting engagement.
Does this reduce onboarding or training costs for new users?
Section titled “Does this reduce onboarding or training costs for new users?”Yes. Foldspace acts as an embedded guide, replacing training sessions or manuals. Users learn by asking and doing, shortening onboarding cycles.
How fast can we get to value?
Section titled “How fast can we get to value?”Text-based actions can launch within minutes; Chatterblock-enabled experiences in 2–3 hours. Teams typically ship meaningful outcomes the same day.
How quickly can my team implement and ship Foldspace?
Section titled “How quickly can my team implement and ship Foldspace?”Most teams go from proof-of-concept to live agent within a single sprint. Individual experiences built with AI coding tools such as Claude Code or Cursor take minutes to hours; see Vibe coding.
Technical Fit & Implementation
Section titled “Technical Fit & Implementation”Do we need to rewrite our UI or create a dedicated backend?
Section titled “Do we need to rewrite our UI or create a dedicated backend?”No. Foldspace reuses your existing UI components and acts against your existing APIs/workflows. No parallel service layer required.
Does Foldspace work with my existing frontend framework?
Section titled “Does Foldspace work with my existing frontend framework?”Yes. Foldspace works with your existing frontend frameworks, including React, Angular, and Vue, and requires no changes to your existing backend endpoints or APIs. The SDK drops into the pages you already ship, and actions map to the APIs you already expose.
How does Foldspace integrate with my current SaaS stack?
Section titled “How does Foldspace integrate with my current SaaS stack?”On top of what you already run, with no changes to it. The SDK drops into your existing frontend (any framework, SPA or MPA), and actions execute against your existing backend APIs; nothing is rewritten, wrapped, or duplicated. See Setup.
What kind of developer effort is required to embed it?
Section titled “What kind of developer effort is required to embed it?”Minimal, and nothing in your existing frontend or backend changes. Add the SDK script to your app, define actions in Agent Studio, and register handlers that call the APIs you already have. Foldspace handles intent matching, orchestration, context, and the conversational UI. See Connect actions.
What languages, frameworks, or APIs are supported?
Section titled “What languages, frameworks, or APIs are supported?”Foldspace is framework-agnostic. It works with existing frontend frameworks such as React, Angular, and Vue, and with any backend that has API access. No changes to either are required; action handlers simply call the APIs your product already uses.
Can it handle multi-tenant enterprise environments?
Section titled “Can it handle multi-tenant enterprise environments?”Yes. Foldspace enforces tenant boundaries and role-based access. Each session is scoped to tenant, user, and page context.
How does Foldspace interact with our APIs and workflows?
Section titled “How does Foldspace interact with our APIs and workflows?”Through Actions mapped to APIs/workflows. The agent can create, update, and retrieve data. With Chatterblocks, users can review and confirm changes inline.
Do you support single-page applications (SPAs)?
Section titled “Do you support single-page applications (SPAs)?”Yes. Foldspace natively supports both single-page applications (SPAs) and multi-tab applications (MTAs).
Reliability & Quality
Section titled “Reliability & Quality”How does it protect against AI hallucinations or inaccurate outputs?
Section titled “How does it protect against AI hallucinations or inaccurate outputs?”Foldspace executes against actual product logic and APIs. Guardrails, context validation, and configurable fallbacks ensure safe, accurate outcomes.
Security & Compliance
Section titled “Security & Compliance”How does Foldspace handle authentication and permissions?
Section titled “How does Foldspace handle authentication and permissions?”It respects your app’s existing model. The agent acts as the authenticated user, never bypassing access controls.
How do you verify user identity?
Section titled “How do you verify user identity?”Foldspace supports two complementary mechanisms: JWT authentication ties every agent request to a backend-verified user identity, so users can only access their own conversations and actions, and HMAC identity verification signs identify calls so only authenticated, trusted users are tracked. See JWT and HMAC.
What about sensitive data?
Section titled “What about sensitive data?”Foldspace supports PII masking/redaction. Sensitive data is excluded from prompts, logs, and models. Foldspace is SOC 2 Type 2 certified, ISO 27001 certified, and GDPR compliant.
Where is data processed and stored?
Section titled “Where is data processed and stored?”Encrypted in transit and at rest, on GCP with both US and EU datacenters. The EU region uses locally available AI models from Google and OpenAI. Sensitive data is never used for training.
What security certifications or enterprise compliance standards does Foldspace meet?
Section titled “What security certifications or enterprise compliance standards does Foldspace meet?”Foldspace is SOC 2 Type 2 certified, ISO 27001 certified, and GDPR compliant. See Compliance for details.
Models & Flexibility
Section titled “Models & Flexibility”What models do you support?
Section titled “What models do you support?”Foldspace supports OpenAI, Google Gemini, and private models. It auto-selects models to balance cost, quality, and latency.
Observability & Analytics
Section titled “Observability & Analytics”How do we observe and debug agent behavior?
Section titled “How do we observe and debug agent behavior?”Use Conversational Analytics for full logs of queries, responses, and actions, and Action Insights to track execution and adoption. Sentiment, unanswered cases, and workflow trends surface in the dashboard, so you can debug and continuously improve experiences.
Pricing & Plans
Section titled “Pricing & Plans”How is Foldspace priced?
Section titled “How is Foldspace priced?”Foldspace is subscription-based, priced on monthly active users (MAUs), not tokens. Every plan includes the AI-Native interface, Conversational Analytics, and product usage analytics. Plans run from Starter through Kinetic and Scale to Enterprise; see foldspace.ai/pricing for details.
Will token usage drive up our cost?
Section titled “Will token usage drive up our cost?”No. Pricing is per MAU. Foldspace continuously optimizes to reduce token cost while increasing accuracy and speed.
Is there a startup program?
Section titled “Is there a startup program?”Yes. Foldspace offers a startup program; contact sales to apply.