DATA PLATFORM

360° clarity. Finally.

The plumbing under everything. Ohanafy Data ingests, normalizes, and unifies data from every system your business runs, internal and external, into one queryable layer. The foundation for every dashboard, report, and AI feature. (Data is the pipes; Analytics is the dashboards.)

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Ohanafy · Data

Streaming

Pipeline · last 60s

12 sources · 3 outputs

99.99% uptime

Rows/sec

184k

streaming

Latency

0.6s

p95

Sources

all healthy

Sub-second query · 0.6s p95

50+ source connectors

99.99% uptime · 90d

By the numbers

50+

source connectors

99.99%

uptime

Sub-second

query latency

Capabilities

The data layer beverage runs on.

External data ingestion

Pull from VIP, IRI, Nielsen, syndicated data, anything.

Native connectors plus a generic file/API ingest, so the data sources your team already pays for show up in Ohanafy without a six-month integration project.

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Source connectors

12 active

Ingest layer

50+ connectors · ready to wire

Add source

VIP · syndicated
Native
4.2M / day
Healthy
IRI · scan data
Connector
2.1M / day
Healthy
Nielsen · panel
Connector
840k / day
Healthy
Salesforce
Native
180k / day
Syncing
Internal SFTP
Files
32k / day
Healthy

Real-time sync

Hot data, not yesterday's snapshot.

Streaming syncs for the sources that move fast. Every dashboard, alert, and AI suggestion runs on what's true right now, not what was true at 6 AM.

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Sync · streaming

Lag 0.4s

Throughput · last 60s

184k rows / sec

Live

−60snow

p50 lag

0.2s

p95 lag

0.6s

p99 lag

1.4s

Data normalization

One canonical model for products, accounts, transactions.

Disparate SKUs, account identifiers, and transaction shapes all collapse into a single beverage-aware model. Joins just work, no data engineer required.

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Normalize · canonical model

Auto-mapped

SKU resolution · 3 sources

184 SKUs unified

100% mapped

VIP

Salesforce

NIQ

Canonical

MOD-24-12ozModelo 24 12oz Btlmodelo_24pk
modelo_24pk_12oz
COR-36-12ozCorona 36 12ozcorona_36pk
corona_36pk_12oz
PAC-18-12ozPacifico 18 packpacifico_18
pacifico_18pk_12oz

Products

184

Accounts

2,840

Transactions

12.4M

Custom data sets

Build the data product your business needs.

Define a custom dataset once, saved query, materialized view, or live derived table, and reuse it everywhere. No more 50 versions of the same KPI definition.

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Custom datasets

Reused everywhere

Defined once · used by everyone

4 datasets · 32 consumers

New dataset

rep_performance_weeklyMaterialized12k rows8 consumers
supplier_depletion_q3View184k rows14 consumers
ar_aging_bucketsDerived2.4k rows6 consumers
white_space_accountsMaterialized412 rows4 consumers

Governance & lineage

Know where every number came from.

Every column traces back to its source. Click a KPI, see the chain of joins and transforms. Audit-ready by default, no spreadsheet forensics.

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Lineage · Q3 revenue

Auditable

Selected metric

Q3 revenue · $4.86M

Lineage verified

VIPdepletions_weekly · invoice_total12.4M rows
Salesforceopportunities · close_date_q3184k rows
Snowflakefinance.realized_revenue2.1M rows

API access

Your data, available to anything that asks nicely.

REST and SQL endpoints with role-aware access. Pipe Ohanafy data into your data warehouse, BI tool, or in-house ML, without exporting CSVs.

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API · v1

200 OK

Endpoints

GET/v1/accounts/:id
GET/v1/depletions
GET/v1/orders
POST/v1/datasets/query
GET/v1/lineage/:metric

Sample response

{
  "account": "Coastal",
  "ytd_revenue": 184820.00,
  "tier": "A",
  "rep": "M. Alvarez",
  "next_visit": "2026-04-30",
  "status": "on_track"
}

Role-aware access

Tokens scoped to the same row + field rules as the dashboards.

SOC 2

Gulf Distributing operations team

Built for beverage. Live with operators across the country.

Gulf Distributing operations team

Integrations

Plays nice with the systems you already run.

IRI

Nielsen

Snowflake

BigQuery

Custom APIs

Stop reconciling spreadsheets. Start running on truth.

Book a 30-minute demo. We'll show you Data running on real beverage pipelines.

Book a Demo