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.
Core Modules
Three Engines, One Intelligent Platform
Coomia DIP unifies pipelines, a business model, and an AI analyst team on one privately deployed stack — closing the loop from raw source to decision.
AI-Authored Data Pipelines
Describe a data flow in plain English; Coomia DIP delivers a production-grade pipeline with contracts, column-level lineage, and quality rules — wired up in minutes, not days.
- Natural language in, production SQL out — batch and streaming on one engine
- One-click database onboarding: scan, map relationships, deploy
- Real column-level lineage from live jobs, not hand-drawn diagrams
- Schema drift and breaking-change alerts before anything ships
Ontology Intelligence
A Palantir-grade business model of your domain — turn customers, orders, events, and risks into living objects that AI agents, analysts, and rules can act on.
- 16 modules: objects, actions, rules, decisions, events, scenarios, and more
- Branch your world for what-if — safe scenario planning without touching production
- Find similar customers, risks, or opportunities across any dimension
- AI answers grounded in your real business model, not a generic knowledge base
AI Analyst Team
Five AI analysts — for ad-hoc queries, dashboards, data quality, root cause, and forecasting — working in autonomous loops instead of one-shot chats. Grounded in your business model, aware of what you are looking at.
- Five specialists working in autonomous loops, not single-prompt answers
- Funnel, retention, path, interval, attribution — business analysis out of the box
- Click any number to backtrack the events and causes behind it
- A Copilot that knows your page, your objects, and what actions it can take
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.
Use Cases
Built for Every Role in Your Organization
From data engineers to executives, Coomia DIP gives each stakeholder the right layer of the platform — without the tool-chain sprawl.
Production Pipelines in Minutes, Not Days
Describe a pipeline in plain language and Coomia DIP generates the production SQL — wired with contracts, drift detection, and real column-level lineage. One-click onboarding turns an unknown source database into deployed pipelines in a single flow.
- Natural language → production SQL, unified batch + streaming on Apache Flink
- One-click database onboarding: scan, detect relationships, draft entity types
- Contract-first code generation with breaking-change detection before deploy
- Native CDC for MySQL, PostgreSQL, Doris, ClickHouse
CREATE TABLE dwd_orders_enriched ( order_id STRING, customer_id STRING, amount DECIMAL(18,2), dt DATE, PRIMARY KEY (order_id) NOT ENFORCED ) WITH ( 'connector' = 'doris', 'table.identifier' = 'dwd.orders_enriched' ); INSERT INTO dwd_orders_enriched SELECT o.id, o.customer_id, o.amount, DATE(o.created_at) FROM bronze_orders o LEFT JOIN bronze_customers c ON o.customer_id = c.id;
Five AI Analysts, One Answer You Can Trust
No SQL needed. Five AI specialists — for queries, dashboards, data quality, root cause, and forecasting — coordinate through a single Copilot that knows your business model, so every answer comes with its provenance.
- Ask in plain language; get answers grounded in your real business model
- Dashboards built for you, with drill-through into the objects behind every number
- Root-cause canvas: click a drop, backtrack the events that caused it
- Funnel, retention, path, interval, attribution — ready out of the box
Strategic Decisions on a Living Business Model
Make strategic decisions against a Palantir-grade business model. Branch the world for what-if scenarios, assess downstream impact, and act on AI recommendations — every step traceable and auditable.
- A decision studio with rule evaluation and AI-suggested options
- Branch scenarios safely — simulate, compare, then commit or discard
- Pattern discovery surfaces risks and opportunities you weren't looking for
- Full audit trail with immutable event logs for compliance
Simple Licensing
One Product. Pick Your Term.
Every license includes the full platform · Unlimited users · Private deployment — no per-seat charges.
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
Request Your Online Demo Now
See Coomia DIP running end-to-end in your environment. Private deployment, no lock-in, online demo available.