Real-time
Real-time sync
Changes in 6sense or Apache Pinot instantly reflect in both systems. No stale data, no manual imports.
CRM ⇄ Data warehouse
6sense to Apache Pinot integration — real-time data sync
Keep 6sense and Apache Pinot 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
Case study
Migrated from MuleSoft
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Migrated from Celigo
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Migrated from Matillion
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Migrated from Fivetran
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Migrated from Celigo
Why teams connect 6sense and Apache Pinot
Flow 6sense data into Apache Pinot in real time — no exports, no schedulers, no custom scripts.
6sense is a read-only source: Stacksync reads its data in real time and delivers it into Apache Pinot, so Apache Pinot always reflects the current state of 6sense — without exports, scripts, or schedulers.
The CRM feeds the warehouse and the warehouse should feed the CRM: relationship data flows one way, and computed scores, segments, and customer context flow back. Most teams build the first half as a batch pipeline and never quite get to the second.
Stacksync does both with one connection. Segments, Buying Stage Scores, Intent Signals, People / Contacts from 6sense land in Apache Pinot as live tables, updated within seconds, and columns computed in Apache Pinot write back to fields in 6sense. There is no separate ETL and reverse-ETL stack to stitch together and no jobs to babysit.
Common use cases
- 01 Feed in-market account lists to sales engagement tools to start sequences automatically.
- 02 Sync 6sense buying stage and intent scores onto CRM accounts so sellers prioritize in-market targets.
- 03 Keep upsert-enabled real-time tables aligned with mutable operational records streamed from source systems.
- 04 Query per-account usage metrics from Pinot and sync them into CRM fields so sales sees product activity.
Common sync patterns
Cleanup that sticks
Deduplication and normalization done in Apache Pinot can be written back, so warehouse-side cleanup actually fixes the CRM.
CRM analytics on live data
Accounts, contacts, and activity from 6sense are queryable in Apache Pinot moments after they change, so dashboards stop lagging the reality they describe.
Scores and segments back on the record
Lead scores, churn risk, or usage segments computed in Apache Pinot appear as fields in 6sense, where the people working accounts actually see them.
What you can sync between 6sense and Apache Pinot
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.
| 6sense objects | Apache Pinot objects | How this pairing syncs | |
|---|---|---|---|
| Segments Dynamic account lists built from intent and fit criteria, read out to drive targeting. | Segments Immutable data files that batch ingestion uploads and the cluster serves. | Same entity on both sides — records pair one-to-one and field-level changes reconcile in the writable direction. | |
| Reach Scores Model scores reflecting the level and recency of outreach to an account or contact, used to prioritize follow-up. | Schemas Column definitions (dimensions, metrics, time columns) mapped during integration setup. | Reach Scores is specific to 6sense and Schemas to Apache Pinot — each maps to any object or custom field on the other side. | |
| Accounts Company records enriched with firmographics and intent data, matched to CRM accounts. | Real-time Tables Tables fed continuously from streams like Kafka, including upsert-enabled tables. | Accounts is specific to 6sense and Real-time Tables to Apache Pinot — each maps to any object or custom field on the other side. | |
| Buying Stage Scores Model-predicted stage per account, synced onto CRM records for prioritization. | Offline Tables Batch-loaded tables merged with real-time data at query time. | Buying Stage Scores is specific to 6sense and Offline Tables to Apache Pinot — each maps to any object or custom field on the other side. | |
| Intent Signals Keyword-level research activity used to flag in-market accounts. | Indexes Inverted, range, and star-tree indexes that determine which sync queries run at low latency. | Intent Signals is specific to 6sense and Indexes to Apache Pinot — each maps to any object or custom field on the other side. | |
| People / Contacts Persona and contact data surfaced for accounts, used to build outreach lists. | Tenants Logical groupings that isolate workloads on shared clusters. | People / Contacts is specific to 6sense and Tenants to Apache Pinot — each maps to any object or custom field on the other side. |
How changes propagate between 6sense and Apache Pinot
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.
6sense Apache Pinot Interval-based propagation
DetectionStacksync polls 6sense for changes on an incremental schedule, reading only records changed since the previous pass. Polling.
DeliveryEach detected change is applied to Apache Pinot as a row-level write, with types converted between the two schemas.
Apache Pinot 6sense Interval-based propagation
DetectionStacksync polls Apache Pinot for changes on an incremental schedule, reading only records changed since the previous pass. Data enters Pinot via streaming ingestion or segment upload, not row-level writes.
Delivery6sense does not accept inbound record writes, so this direction carries requests rather than records: 6sense's output flows back as field updates on the originating Apache Pinot records.
Rate-limit considerations
- 6sense: Subject to the platform's API rate limits, which vary by contracted API package.
- Apache Pinot: No fixed API quotas; query throughput depends on broker and server sizing.
What ships with 6sense ⇄ Apache Pinot
Connect 6sense and Apache Pinot for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every 6sense–Apache Pinot connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever 6sense or Apache Pinot 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 6sense or Apache Pinot record.
Observability
Monitoring
Track your 6sense ⇄ Apache Pinot sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between 6sense and Apache Pinot.
How the 6sense and Apache Pinot connectors work
6sense
- Integration surface
- REST API
- Authentication
- API key (token passed in request headers)
- Change detection
- Polling; scores and segment membership are typically refreshed on the platform's model update cadence
- Capabilities
- read
- Rate limits
- Subject to the platform's API rate limits, which vary by contracted API package
Apache Pinot
- Integration surface
- REST API (SQL queries via the broker; administration via the controller); JDBC client available
- Authentication
- Deployment-dependent: HTTP basic authentication or token-based auth where enabled
- Change detection
- Not applicable for reads out (polling by time column); data enters Pinot via streaming ingestion or segment upload, not row-level writes
- Capabilities
- read · write
- Rate limits
- No fixed API quotas; query throughput depends on broker and server sizing
How it works
How to connect 6sense to Apache Pinot — 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.
- 01
Connect your apps
Authenticate 6sense and Apache Pinot with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
6sense
connected
Apache Pinot
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the 6sense and Apache Pinot 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.
objects · 6sense ⇄ Apache PinotCustomers 12,480Sales Orders 8,213Invoices 5,902Items 1,344 - 03
Map fields
Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.
6sense Apache PinotCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
6sense and Apache Pinot integration FAQ
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Yes. Stacksync provides a managed, real-time integration between 6sense and Apache Pinot — 6sense is a read-only source, so data flows from it into the other system: authenticate both systems, choose the objects to sync, map fields visually, and changes propagate in milliseconds — no code required.
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Common patterns for 6sense and Apache Pinot: Cleanup that sticks; CRM analytics on live data; Scores and segments back on the record. Deduplication and normalization done in Apache Pinot can be written back, so warehouse-side cleanup actually fixes the CRM.
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6sense: REST API. Authentication: API key (token passed in request headers). Apache Pinot: REST API (SQL queries via the broker; administration via the controller); JDBC client available. Authentication: Deployment-dependent: HTTP basic authentication or token-based auth where enabled. Stacksync manages authentication, retries, and rate limits on both sides.
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6sense: 6sense models classify accounts into predicted buying stages, and these stage values are the fields most teams sync into CRM and routing logic. Apache Pinot: Pinot separates offline and real-time tables and merges them at query time through the broker, so one logical table can span batch history and fresh stream data. Stacksync's field mapping accounts for these differences between 6sense and Apache Pinot without custom code.
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Stacksync is SOC 2 Type II and ISO 27001 certified with HIPAA BAA support. Data is encrypted in transit, and a zero-persistent-storage architecture means 6sense and Apache Pinot records are not retained after a sync operation.
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Stacksync pricing is usage-based and starts at $1,000/month, including the managed 6sense and Apache Pinot connectors, real-time two-way sync, monitoring, and support. That replaces building and maintaining a custom 6sense–Apache Pinot integration in-house.
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
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
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