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Agentic abundance

Your company runs on questions nobody asks.Oczar asks them all.

Agentic abundance is what happens when analysis stops being rationed by headcount. Oczar is the intelligent data warehouse that removes the ration: connect your data, chat with it today, and let a fleet of agents continuously run the analyses no team could ever staff.

Request accessSee how it works

Agents propose. You approve every workflow and every action.

oczar · agent fleet
live
Connected data
warehouse.orders
Snowflake
scanning
crm.customers
PostgreSQL
needs attention
analytics.events
BigQuery
healthy
billing.invoices
MySQL
healthy
catalog.products
S3 · Parquet
needs attention
Agent fleet
Agent workflows
Pricing vs market
daily
Billing leakage
every 15m
Competitor watch
hourly
Supplier cost benchmark
proposed · awaiting approval
5 datasets4 workflows1,900+ analyses / day

Every source, one model of your business

PostgreSQL
MySQL
SQL Server
Snowflake
BigQuery
Redshift
Databricks
MongoDB
S3 · Parquet
CSV & Excel
REST APIs
Google Sheets
PostgreSQL
MySQL
SQL Server
Snowflake
BigQuery
Redshift
Databricks
MongoDB
S3 · Parquet
CSV & Excel
REST APIs
Google Sheets
How it works

From connected data to analyses no one had time to run

Connect once. Oczar builds the model, the agents propose the work, and everything you approve keeps running without anyone asking.

01

Connect everything

Point Oczar at every database, warehouse, and file. It queries them live or replicates what needs replicating.

02

Oczar models your business

Schemas and keys first, then the business on top of them: departments, offerings, processes, and spend — not just tables.

03

Agents propose workflows

The ones we ship, the ones you ask for, and the ones agents discover on their own. Nothing runs until you approve it.

04

Abundance around the clock

Approved workflows run on your schedule and budget, and findings arrive with the reasoning behind them.

What you get

Not a query tool. An intelligent data warehouse.

One model across every dataset, a chat that answers today, and a fleet that keeps working after you close the tab.

An intelligent data warehouse

Query your sources live or replicate what needs replicating. Oczar models across every dataset — and works with the warehouse you already have.

PostgreSQLMySQLSQL ServerSnowflakeBigQueryRedshiftDatabricksMongoDB
one model of your business

Ask in plain English

Type a question. Oczar writes the SQL, validates it, runs it, and shows its work — every result is traceable.

oczar

A living model of your business

Not just tables and keys: departments, offerings, processes, and spend — kept current as the business changes.

Agents find their own angles

The fleet proposes analyses nobody thought to ask for. You approve what runs, and set the budget and the schedule.

Deep research at scale

Market analysis, competition monitoring, benchmarking — a thousand things about your market, researched continuously.

Transparent and traceable

Every finding arrives with its reasoning and the exact query behind it — validated against your schema before it ever runs.

SELECT region, SUM(revenue)
FROM warehouse.orders
GROUP BY region
Validated against your schema before it runs
Abundance

What would you do with a thousand analysts?

Each of these used to cost an analyst-week, so it happened once a year — or never. At agent scale it happens on a schedule.

  • Re-price every SKU against the market, weekly

    Every product measured against competitor and market pricing, with the margin impact of each move — not the fifty products someone had time for.

  • Check every offering for competitiveness

    Packaging, terms, and features compared with what the market now sells, offering by offering, instead of once a year in a slide deck.

  • Reconcile every invoice and find the leakage

    Contracts, change orders, and invoices matched line by line, so unbilled work and overbilled suppliers surface while they are still fixable.

  • Benchmark every cost — including pay — against the market

    Suppliers, software, logistics, and compensation bands measured against market data rather than against last year's budget.

  • Find the bottlenecks hiding in operations

    Approvals, handoffs, and queues timed end to end, so the slow step in a process is a number you can act on instead of a hunch.

Always-on

Your business, watched around the clock

The workflows you approve keep running on your schedule and your budget — turning your data from something you query into something that talks back.

  • Finds the money on the table
    Underpriced offerings, unbilled work, costs above market — quantified and explained, not just flagged.
  • Catches what is going wrong
    Invoices drifting from contracts, processes stalling, data quietly breaking — while each is still small.
  • Tells you the moment it changes
    A competitor moves, a cost jumps, a queue backs up — you hear about it the same day, with the reasoning attached.

Agents propose the work; you approve every workflow and every action. Budgets and schedules stay yours, and every answer is traceable down to the SQL that produced it.

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Live findings
streaming

Stop rationing your analysis.

Start with a single conversation today. Grow into a fleet of agents working through the questions nobody has had time to ask.

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Oczar· agentic abundance
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