From Data to Decisions, in One Stack
Stop stitching six tools together. Coomia turns your databases and event streams into a living business model with an AI analyst team on top — privately deployed, unlimited users, every capability in every license.
The Problem
Six tools. Six contracts. Zero shared truth.
The “modern data stack” is a vendor patchwork held together by glue code and on-call heroics. Every handoff loses context — and your decisions inherit the gaps.
glue code · lost lineage · finger-pointing
One platform. One contract. One source of truth.
Built for every decision-maker
Whoever you are, what you need is here
CEO, CTO, Chief Growth Officer, CDO — one platform that tells each role exactly what they came to hear.
Give me a basis I can act on — not another report
Every time I ask the data team, the answer takes a week — and comes back as three versions that disagree.
You don’t need more dashboards. You need a basis you can decide on now — and trace later.
- Decisions on a living business modelMake strategic calls on a Palantir-grade model where every number traces back to its source.
- Rehearse before you betBranch a what-if world, simulate the move, compare the impact — then commit or discard, without touching production.
- Palantir-grade, ~1/10 the costFully private, data never leaves your house — top-tier decision intelligence at a tenth of the price.
“We cut the decision cycle from a week to a day — and every decision is auditable.”
Core Capabilities
Three Core Capabilities, One Intelligent Platform
Ontology-driven data management, AI-driven analysis, and decision & execution — three capabilities that close the loop from data to decision: engineers write less code, analysts stop queuing, and leaders get answers they can act on.
Ontology-Driven Data Management
Ingest and model data scattered across systems into living business objects AI and people operate on directly — one truth, not six contracts.
- Natural language in, production SQL out — one-click source scan, onboard in minutes
- Customers, orders and risk become governed ontology objects — not dead tables
- Column-level lineage from real running jobs, plus contracts and quality rules
- → A trustworthy, traceable data asset the business will actually use
AI-Driven Data Analysis
An always-on AI analyst team that never quits — funnel, retention, attribution, root cause, and forecasting, every answer sourced.
- Five AI analysts work as a self-running loop, not one-shot Q&A
- Funnel, retention, path, attribution out of the box — no SQL
- Click any number to backtrack the events and causes behind it
- → The business gets sourced answers itself; the data-team queue clears
Decision & Execution
Not just answers — action. Rule triggers, what-if simulation, and AI-recommended plans, every step traceable and auditable.
- Decision studio: rule evaluation plus AI-recommended plans
- Branch a world for what-if — rehearse before you bet, without touching production
- Event-driven rules route insight straight to action, not another alert
- → Decision cycle week → day, and every decision auditable
Industry Plays
Your Industry. Your Pain. One Platform.
The stack is the same — pipelines, ontology, AI analysts. What changes is the story it tells about your business.
From T+1 reports to live revenue intelligence.
- Clicks, carts, orders and CRM live in different systems — every funnel question becomes an engineering ticket.
- Promotions are planned on yesterday’s reports; by the time the dashboard updates, the campaign is over.
- GMV dipped 12% last Tuesday — and three teams spent a week arguing about why.
- A living Customer-Order-Item modelCDC and event streams feed customers, orders, items and campaigns as live ontology objects — funnel, retention, path and attribution analysis work out of the box.
- Rules that act while the customer is still thereEvent-driven rules fire on abandoned carts, stock-outs and price anomalies in real time — routed to actions, not just alerts.
- Root cause in clicks, not meetingsClick the GMV dip and the RCA canvas backtracks the events behind it — campaign, region, SKU. Branch a what-if world to rehearse the next promotion before spending a yuan.
Why trust us
Don’t take our word for it — verify with your own data
With a six-figure private platform, the real fear is “we buy it and no one runs it.” So we hand the proof back to you.
100% private deployment
Data never leaves your premises. Source-available private deployment meets data-residency and compliance needs in finance, government and banking.
POC on your real data
Connect one of your source databases and see it run end to end within 72 hours — prove the value before you talk procurement.
We make it run
A dedicated Slack/WeChat channel plus weekday SLA — we stay with you from deployment to go-live, not gone once the license ships.
Open architecture, no lock-in
Built on Apache Flink and standard SQL, your data and models can leave anytime — you can always walk away, so you can safely stay.
Do the math
You think Coomia is expensive — the patchwork you run today is
Add up subscriptions, ops headcount and decision lag, and you’re already paying far more than one license every year. (Estimated at typical mid-size usage.)
A single platform just for metrics and analysis typically runs $70k+/year — Coomia is the full stack at $19,999.
- Ingestion (Fivetran / Airbyte, usage-based)$20k–80k
- Transform + orchestration (dbt + Airflow / Dagster)$15k–40k
- Catalog + observability (DataHub / Monte Carlo class)$30k–120k
- BI (Looker / Tableau class)$20k–70k
- 2–3 engineers gluing & operating it$150k–300k
- Full platform · unlimited users
- Private deployment · one contract
- Six tool categories collapsed into one
What you save isn’t just subscriptions — it’s the team you keep to glue them together.
Request an ROI assessmentSimple Licensing
One Product. Pick Your Term.
Every license includes the full platform · Unlimited users · Private deployment — no per-seat charges. Run it on your data first, then pay.
6-Month License
The full platform at the lowest commitment — ideal for evaluation-to-production projects.
- Complete platform — pipelines, ontology, Analytics AI
- Unlimited users · private deployment
- 6-month license key
- All updates & upgrades during term
- Private Slack / WeChat channel
- Workday response SLA (24h)
- Upgrade to 1-Year or Lifetime anytime — pay the difference
- Email support + Discord / GitHub community
1-Year License
Best value for ongoing operation — save 17% vs two 6-month terms.
- Complete platform — pipelines, ontology, Analytics AI
- Unlimited users · private deployment
- 12-month license key
- All updates & upgrades during term
- Private Slack / WeChat channel + 24h workday SLA
- Quarterly remote health-check call
- Priority bug fixes
- Upgrade to Lifetime anytime — pay the difference
Lifetime License
Pay once, run it forever — includes 3 years of updates and priority support.
- Complete platform — pipelines, ontology, Analytics AI
- Unlimited users · private deployment
- Perpetual license — never expires
- 3 years of updates & upgrades included
- 3 years of priority support (8h workday SLA)
- Quarterly remote health-check + priority bug fixes
- Optional maintenance after year 3 (20% of 1-Year price/yr)
- No renewals, no recurring fees
See results on your own data in 72 hours
Connect one source database and we’ll run it end to end with you — private deployment, no lock-in, no go-live no charge.