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Data warehouse ⇄ Business productivity

Dremio to Sysaid integration — real-time, two-way sync

Keep Dremio and Sysaid in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

  • SOC 2 and 6 other compliance frameworks
  • POC with real engineers in minutes

Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect Dremio and Sysaid

Get the data locked inside Sysaid into Dremio as live tables, and send results back where Sysaid can use them, without writing a pipeline.

Whatever Sysaid is used for, it accumulates data the rest of the company wants to analyze, and that data usually sits behind an API rather than in the warehouse. Building and babysitting an extraction pipeline is the tax most teams pay for it.

Stacksync syncs Custom Fields, Incidents, Service Requests, Problems from Sysaid into tables in Dremio continuously, handling schema, rate limits, and retries. Because the sync is bi-directional, results computed in Dremio can also be written back into fields in Sysaid where the tool can use them.

Common use cases

  • 01 Mirror Assets and Configuration Items with an external CMDB or asset database so inventory and ticket linkage share one source of truth.
  • 02 Stream Service Records into a warehouse for SLA, backlog, and MTTR reporting without manual CSV exports.
  • 03 Consolidate data from multiple lake sources through one Dremio semantic layer into a single warehouse target.
  • 04 Sync curated Dremio views into an operational Postgres so applications get low-latency access to lakehouse data.

Common sync patterns

History that outlives the tool

A continuously synced copy in Dremio preserves a queryable record even as data ages out of Sysaid or gets changed inside it.

Analytics on Sysaid's data

Records and events from Sysaid land in Dremio as queryable tables, current within seconds and ready to join with the rest of the warehouse.

Cross-tool reporting

Combine Sysaid's data with data from every other synced system to answer questions no single tool can.

What you can sync between Dremio and Sysaid

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

Dremio objects Sysaid objects How this pairing syncs
Physical datasets Tables and files promoted from sources; the raw data a sync ultimately reads. Custom Fields Org-specific fields on service records, discoverable through the API so mappings can be generated without hardcoding names. Physical datasets is specific to Dremio and Custom Fields to Sysaid — each maps to any object or custom field on the other side.
Virtual datasets (views) SQL views layering semantics over physical data; the preferred sync target for curated extracts. Incidents Break/fix tickets under /api/v1/sr with type=incident; created and updated two-way with status, priority, assignee, category, and SLA fields. Virtual datasets (views) is specific to Dremio and Incidents to Sysaid — each maps to any object or custom field on the other side.
Apache Iceberg tables Lakehouse tables supporting DML and snapshot metadata usable for incremental reads. Service Requests Catalog and help-desk requests on the same /sr endpoint (type=request); written or read so fulfillment can be driven from another system. Apache Iceberg tables is specific to Dremio and Service Requests to Sysaid — each maps to any object or custom field on the other side.
Spaces and folders Namespaces that organize virtual datasets and govern access. Problems Root-cause records that group related incidents; read and written to keep problem management aligned with an external ITSM or reporting store. Spaces and folders is specific to Dremio and Problems to Sysaid — each maps to any object or custom field on the other side.
Reflections Materialized accelerations that make repeated extraction queries cheaper. Changes Change records (type=change) with approval and scheduling fields; synced two-way to drive CAB review and deployment workflows. Reflections is specific to Dremio and Changes to Sysaid — each maps to any object or custom field on the other side.
Jobs Query execution records useful for monitoring sync workloads. Users End users and admins on the /users endpoint; synced with an HRIS or identity source to keep requester and agent records current. Jobs is specific to Dremio and Users to Sysaid — each maps to any object or custom field on the other side.

How changes propagate between Dremio and Sysaid

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Dremio Sysaid Interval-based propagation

DetectionStacksync polls Dremio for changes on an incremental schedule, reading only records changed since the previous pass. Polling via SQL.

DeliveryEach detected change is written to Sysaid through its API, with automatic retries and rate-limit backoff.

Sysaid Dremio Sub-second propagation

DetectionSysaid notifies Stacksync of record changes through webhook events. Webhooks (beta) push sr.created and sr.updated events with changed-field diffs and an X-Sysaid-Signature.

DeliveryEach detected change is applied to Dremio as a row-level write, with types converted between the two schemas.

Rate-limit considerations

  • Dremio: Bounded by engine capacity and workload management rather than API rate limits.
  • Sysaid: Requests are throttled per the X-RateLimit-Limit / -Remaining / -Reset headers; list calls are paginated with a limit parameter and each org is capped at 100 application keys.
What ships with Dremio ⇄ Sysaid

Connect Dremio and Sysaid for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Dremio–Sysaid connection.

Real-time

Two-way sync

Changes in Dremio or Sysaid instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Dremio or Sysaid data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single Dremio or Sysaid record.

Observability

Monitoring

Track your Dremio ⇄ Sysaid sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Dremio and Sysaid.

How the Dremio and Sysaid connectors work

Dremio

Integration surface
Arrow Flight SQL, JDBC/ODBC, and a REST API
Authentication
Personal access tokens or username/password; OAuth-based SSO on Dremio Cloud
Change detection
Polling via SQL; Iceberg table snapshots can anchor incremental reads; no consumer-facing change feed
Capabilities
read · write
Rate limits
Bounded by engine capacity and workload management rather than API rate limits

Sysaid

Integration surface
REST API (JSON)
Authentication
Client-credentials app keys: an application key (clientId/clientSecret) is created via /v1/application-keys, then exchanged at /v1/access-tokens for a bearer token (default 24h, up to 30 days); an x-sysaid-accountid header scopes the account. Legacy V0 uses session-cookie login.
Change detection
Webhooks (beta) push sr.created and sr.updated events with changed-field diffs and an X-Sysaid-Signature; otherwise poll the /sr endpoint filtering on update_time.gte.
Capabilities
read · write · webhooks
Rate limits
Requests are throttled per the X-RateLimit-Limit / -Remaining / -Reset headers; list calls are paginated with a limit parameter and each org is capped at 100 application keys.
How it works

How to connect Dremio to Sysaid — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate Dremio and Sysaid with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Dremio connected
    Sysaid connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Dremio and Sysaid objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Dremio ⇄ Sysaid
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Dremio Sysaid
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
FAQ

Dremio and Sysaid integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
CSA STAR
DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS

SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

Related integrations

Every pair below is a real-time, two-way sync. Search all 439 integrations available for Dremio and Sysaid.

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