Your company runs on questions nobody has time to ask.Oczar asks all of them.
Analysis has always been rationed by headcount: a few dozen reports, a short queue of requests, everything else silently dropped. Oczar is an intelligent data warehouse with a fleet of agents on top. Connect your systems, ask anything in plain language today, and let agents run the pricing, billing, cost, and process analyses no team could ever staff.
Agents propose. You approve every workflow and every action.
Reads the systems you already run on
- PostgreSQL
- SQL Server
- MySQL
- Snowflake
- BigQuery
- Redshift
- Databricks
- S3 · Parquet
- CSV & Excel
- REST APIs
What would you do with a thousand analysts?
Every company knows what it would like to understand; it lacks the hours. When an analysis costs minutes of agent time instead of an analyst-week, the right number of questions is all of them.
- Cost
- 1 analyst-weekminutes of agent time
- Coverage
- a few dozen reportsevery question worth asking
- Cadence
- once a yearon 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 against the market
Suppliers, software, logistics, and pay 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.
From a connected database 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.
- 01
Connect your sources
Point Oczar at a database, a warehouse, or a set of files. It reads the catalog directly and queries live or replicates what needs replicating.
- 02
Oczar models the business
Schemas and keys first, then the business on top of them: departments, offerings, processes, and spend — not just tables.
- 03
Agents propose workflows
Built-in analyses, the ones you describe, and the ones agents find themselves. Nothing recurring starts until you approve it.
- 04
Findings arrive with evidence
Approved workflows run on your schedule and budget, and every finding carries the reasoning and the exact SQL behind it.
The entry point is a chat over your own schema
Ask in plain language. Oczar writes SQL over real ERP and CRM schemas — thousands of tables, cryptic names — validates it, runs it, and shows its work. That same model is what the fleet runs on.
Not a query tool. An intelligent data warehouse with a fleet on top.
Agents that propose their own analyses, one model across every dataset, and a chat that answers today.
Agents find their own angles
The fleet studies the model and proposes analyses nobody thought to ask for. You approve what runs, and set the budget and the schedule.
Research at scale
Market rates, competitor pricing, and cost benchmarks. A team can watch a handful of competitors; a fleet watches a market continuously.
A model of the business
Not just tables and keys: departments, offerings, processes, and spend, kept current as the business changes.
An intelligent data warehouse
Query your sources live or replicate what needs replicating. Oczar works with the warehouse you already have.
Ask in plain language
Type a question. Oczar writes the SQL, validates it against your schema, runs it, and shows its work.
Traceable by default
Every finding arrives with its reasoning and the query behind it. An answer that cannot be traced is a bug.
The analyses keep running after you close the tab
The workflows you approve run on your schedule and your budget, and report what moved.
- Finds the money on the tableUnderpriced offerings, unbilled work, costs above market — quantified and explained, not just flagged.
- Catches what is going wrongInvoices drifting from contracts, processes stalling, data quietly breaking — while each is still small.
- Tells you the moment it changesA 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.
Request accessStop rationing your analysis.
Start with a single conversation over your own schema. Grow into a fleet of agents working through the questions nobody has had time to ask.
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