Sovelis Documentation — Enterprise Data Movement & Integration Platform

01 / Introduction

Getting Started with Sovelis

Sovelis is an enterprise-grade data movement and synchronization platform designed to securely replicate records between business applications (CRMs, ticketing systems, payment gateways, and databases) and target cloud data warehouses.

Historically, organizations were forced to build and maintain brittle point-to-point scripts, reverse-engineer proprietary vendor APIs, and handle rate-limiting retries manually. Sovelis unifies this process into a centralized, resilient, and multi-tenant system that guarantees schema integrity, credential protection, and automated fail-closed governance.

Workspaces & Tenants

Multi-Tenant Isolation

Every customer operates in an isolated workspace with organization-scoped credentials, audit trails, and data movement policies.

Reusable Connections

Authenticate Once

Securely store OAuth tokens or API keys once with AES-256-GCM envelope encryption and reuse them across multiple data streams.

Integrations & Pipelines

Move & Synchronize

Configure source-to-destination pipelines with customized stream selections, frequency schedules, and automated preflight checks.

02 / Architecture

Platform Overview & Data Flow

Sovelis operates as a distributed data integration engine consisting of three core planes: the Presentation & Configuration Plane, the Governance & Preflight Plane, and the Asynchronous Execution Engine.

Sovelis End-to-End Data Pipeline Topology AES-256-GCM • TLS 1.3 • Queue Workers

Input 28+ Drivers

Source Systems

HubSpot, Salesforce, Zendesk, Stripe, PostgreSQL, MySQL. Extracted via rate-limited API clients with single-flight mutex token refresh.

Process Core Engine

Sovelis Movement Engine

Enforces the 9-category governance preflight, batches records into memory-bounded chunks, and normalizes schema types.

Output Warehouses

Destination Targets

Snowflake, BigQuery, PostgreSQL, MySQL, S3. Loaded using transactionally safe Append or primary-key Deduplicated modes.

Dedicated Network Egress

All outbound traffic originated by Sovelis workers passes through dedicated, static IP gateways. Enterprise firewalls and database access control lists (ACLs) can safely whitelist these addresses to allow secure database and API ingress: 52.14.120.45, 3.138.89.12, 18.224.21.67.

03 / Platform Pillars

Core Capabilities

Sovelis is engineered with modular, enterprise-ready capabilities spanning the complete data replication lifecycle:

1. Data Migration

Full initial historical backfilling capable of streaming millions of records in memory-bounded batches with automatic offset checkpointing and failure resumption.

2. Data Synchronization

Automated recurring sync schedules (every 15 minutes, hourly, daily, or manual trigger) using incremental cursor replication based on updated_at timestamps.

3. Connector Management

Standardized Connector SDK registry governing 28+ certified connectors with explicit manifests, versioning, and strict 5-stage lifecycles (active, preview, etc.).

4. Schema Discovery

Real-time introspection of remote entity attributes, nested fields, data types, and primary key definitions without requiring manual schema definitions.

5. Governance Engine

Automated fail-closed preflight gates, destination denylists, automated PII field redaction, and strict compliance policy verification before execution begins.

6. Execution & Monitoring

Real-time throughput metrics, stream status tracking, structured error codes with remediation hints, and tamper-evident audit logs for every sync run.

04 / Operational Lifecycle

The 5 Core Platform Workflows: Move → Sync → Govern → Monitor

Every integration inside Sovelis adheres to a rigorous four-stage operational sequence that ensures high throughput without risking operational degradation or data loss:

01

Move: High-Throughput Batch Extraction

STEP 1

Sovelis connector drivers extract structured entity payloads in memory-bounded batches (typically 500 to 2,000 records). If vendor rate limits are encountered, exponential backoff with jitter automatically engages to prevent API throttling.

02

Sync: Cursor & Delta Replication

STEP 2

For continuous pipelines, Sovelis reads and persists the latest cursor values (such as an entity's updated_at timestamp or transaction sequence ID). Subsequent sync cycles retrieve only delta records, reducing resource consumption.

03

Govern: Fail-Closed Preflight Validation

STEP 3

Before any data payload is committed to downstream storage, the Sovelis Governance Engine evaluates six automated evaluators across nine safety categories. If any evaluator fails, execution blocks immediately to prevent data pollution.

04

Monitor & Manage: Real-Time Observability

STEP 4

Track record velocity, transferred bytes, and run duration in real time. Standardized error codes (e.g. AUTH_TOKEN_EXPIRED, RATE_LIMIT_EXCEEDED) provide actionable self-remediation hints.

05 / Ecosystem

Sources, Destinations & Reusable Connections

Sovelis decouples connector drivers from individual account credentials. This architectural pattern allows organizations to create reusable connections that can be attached to multiple sync pipelines without re-entering sensitive API keys or repeating OAuth ceremonies.

Source Connectors

Read & Extract

Extracted through verified vendor APIs or database query replication.

CRMs: HubSpot, Salesforce, Pipedrive, Zoho CRM
Customer Support: Zendesk Support, Freshdesk
Commerce & Finance: Stripe, Shopify
Productivity: Jira, Google Sheets
Databases: PostgreSQL, MySQL, MongoDB

Destination Warehouses

Write & Upsert

Loaded with schema validation and transaction rollback guarantees.

Snowflake: High-concurrency warehouse staging & merge
PostgreSQL: Direct relational database schema targeting
Google BigQuery: Partitioned & clustered cloud analytics
Amazon S3: Parquet & JSONL object storage landing
MySQL: Transactional database replication

Supported Destination Write Strategies:

Append Mode: Writes every incoming batch as immutable audit events. Ideal for compliance logging and append-only event streams.

Deduplicated / Upsert: Uses source primary keys to update matching rows in-place or insert new records, maintaining an accurate operational state.

06 / Trust & Compliance

Security, Access Control & Governance

Sovelis is engineered with enterprise security at every layer of the architecture. From envelope credential encryption to fail-closed preflight gates, data protection is strictly enforced before, during, and after data movement.

Envelope Credential Encryption

All user API tokens, OAuth refresh secrets, and database credentials are encrypted at rest using AES-256-GCM authenticated cipher encryption. Plaintext secrets are never stored or displayed in the UI after initial setup.

Role-Based Access Control (RBAC)

Organization boundaries are reinforced with granular role policies (org_admin, team_member, billing_admin) ensuring team members cannot modify connections without explicit permissions.

Tenant IP Restriction Middleware

Workspaces can configure strict IP allowlists enforced by the tenant.ip middleware, preventing unauthorized access even in the event of compromised session tokens.

Fail-Closed Governance Gates

A 9-category preflight checklist evaluates token validity, rate quotas, destination write capacity, denylists, and PII masking rules before any record can leave the source boundary.

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