Technical

Built for security. Designed for scale.

Integrate behavioral intelligence and experience generation into your stack through APIs, SDKs, and webhooks. Deploy where your organization requires—SaaS, private cloud, or hybrid infrastructure.

Talk to Engineering See Deployment Models
Architecture

Three Layers. One Generative UX Platform.

Behavioral intelligence, experience generation, and delivery work together through a modular architecture designed for scale, security, and performance.

01 / Signal Layer

First-party intelligence by design.

Behavioral signals are collected and processed using privacy-conscious, first-party infrastructure. Real-time events and historical patterns create the foundation for personalization and optimization.

  • No dependency on third-party analytics platforms
  • Workspace-isolated data architecture
  • Context-aware signals including device, geography, time, and traffic source
  • Privacy-first architecture aligned with KVKK and GDPR
02 / Intelligence & Generation

From audience discovery to experience generation.

Machine learning models identify behavioral patterns and emerging audiences. Cypien then generates personalized experiences using structured behavioral evidence rather than manual rules or prompts.

  • Audience discovery and cohort intelligence
  • Predictive models for engagement and customer value
  • Generated copy, creative assets, and experience components
  • Human approval required before publication
03 / Delivery Layer

Personalization delivered in real time.

Generated experiences are delivered through lightweight web and mobile integrations with minimal impact on performance or existing infrastructure.

  • Sub-second delivery architecture
  • Single-script web deployment
  • Headless and API-driven environments supported
  • Web and mobile rendering support
Composition Boundaries

The action layer is yours. The composition layer is ours.

Cypien generates and optimizes experiences around your business rules. Pricing, transactions, compliance, and source-of-truth data remain entirely under your control.

Locked · never touched
  • Prices — no A/B, no segment markup, no FX games
  • Primary CTA actions — “Add to bag” stays “Add to bag”
  • Currency, taxes, legal disclosure copy
  • Product specifications and committed data
  • Discount values — emphasis can change, the discount can’t
Composed · per segment
  • Subtitle and supporting copy under the title
  • Microcopy beneath the CTA — never the CTA label
  • Composed badges, tags, trust chips
  • Lifestyle context behind the product photo
  • Secondary CTAs around the primary action
  • Ordering, emphasis, net-new UI components
API & SDKs

An API Behind Every Experience.

Integrate behavioral intelligence, content generation, and optimization workflows directly into your applications. Every capability available in Cypien is accessible through the API.

Base URL · https://api.cypien.com/v1 · Bearer JWT · v2.0

POST /auth/login Exchange API key + workspace ID for a JWT
GET /auth/me Resolve current token to workspace + permissions
GET /api-keys List API keys for the workspace
POST /api-keys Create a key with permissions + rate-limit tier
GET /inventory/products List products with tags, primary picture, status
GET /inventory/variants/{id} Get tags + description / title variants per product
POST /content/generate Generate product title, description, Google feed copy
POST /content/image-to-tag Generate AI tags from product imagery

SDKs & Developer Tooling

Native SDKs for mobile, a JavaScript layer for web, and REST APIs for everything else. Deploy quickly, integrate deeply, and extend Cypien across your stack.

iOS SDK Swift 5.9+ · iOS 13+ · v1.0.2 Android SDK Kotlin 1.9+ · API 21+ · v1.0.2
JavaScript One-script · web + webview
API Docs v2.0 · REST · Bearer JWT
Models

The Cymist Family. Open on Hugging Face.

Cymist is Cypien's family of language models powering audience intelligence, content generation, and personalized experiences. Every model is published openly for inspection, evaluation, and self-hosted deployment.

7B cymist-2-v03-SFT Latest SFT iteration of the Cymist 2 family 7B cymist-2-v02-SFT Earlier SFT checkpoint, well-documented baseline 7B cymist-2-v02-DPO-main Direct preference optimization variant 7B cymist2-v01-SFT First Cymist 2 release — reference checkpoint 7B Caretta Earlier-era language model — research artifact
Deployment

SaaS. Private Cloud. On-Prem Hybrid.

Deploy Cypien in the environment that best fits your security, compliance, and data residency requirements.

ModelWhat runs whereTypical fit
SaaS Cypien-managed infrastructure with regional data residency options and rapid deployment. E-commerce, media, construction, automotive
Private Cloud Dedicated infrastructure, isolated workloads, customer-selected regions, and enterprise-grade security controls. Healthcare, insurance, industrial B2B, dermocosmetics
On-prem hybrid Behavioral intelligence and decisioning operate within customer-controlled environments while generation services process non-personal payloads only. Financial Services, Banking, PCI-DSS Environments
Integrations

Built to Fit Your Stack.

Integrate Cypien through APIs, SDKs, and event streams without replatforming, data migration, or changes to your existing architecture.

E-Commerce

ShopifyShopify PlusMagentoAdobe CommerceWooCommerceBigCommerceTicimaxIdeaSoftHeadless / Custom

Enterprise CMS

Adobe Experience ManagerSitecoreWordPressDrupalContentfulSanityStrapiCustom CMS

CRM & Marketing

SalesforceHubSpotMarketoSalesforce Marketing CloudActiveCampaignKlaviyo

Vertical systems

HBYS · HealthAppointment systemsDMS · AutomotivePolicy management · InsuranceERP · IndustrialDistributor portalsCall-tracking · ConstructionLead management

Analytics & Data Platforms

Google Tag ManagerSegmentTealiumAdobe LaunchGA4Adobe AnalyticsMixpanelAmplitude
Privacy & Compliance

Compliance Built Into the Architecture.

First-party behavioral intelligence, privacy-by-design architecture, and flexible deployment models help organizations meet regulatory and security requirements while maintaining full control of their data.

KVKK · Türkiye Workspace-isolated data, consent management, right-to-be-forgotten flows.
GDPR · EU EU residency by default, consent management, opt-in / opt-out / partial consent.
Financial Services · Banking On-prem hybrid deployment, full audit trail, multi-signer approval flows.
PCI-DSS · Payments Tokenized handling. No card data stored or routed through Cypien.
SEDDK · Insurance Turkish insurance regulator alignment. Approval gate for every variant.
Healthcare Privacy PHI not processed. Only UI behavior signals captured. KVKK Sağlık compliant.
SOC 2 Type II · Type II Annual audit. Documentation available under NDA. Continuous control monitoring.
ISO 27001 Information security management system certified. Risk-based controls.
Enterprise Identity SAML 2.0, OAuth 2.1, OpenID Connect. RBAC with full audit logs.

Talk to engineering.

Architecture review, deployment-model fit, integration walkthrough. A 45-minute call with the team that builds the platform.

Book a technical call