From business event to governed action

Coomia DIPPut enterprise data into a decision loop

Ontology-driven enterprise decision intelligence

Organize fragmented operational data into an understandable business world, then carry analysis, simulation, decision and governed execution in one flow.

Business event

Performance drift and capacity changes occur together

Target gap -8%LIVE
Critical capacity -12%LIVE
30-day commitment windowLIVE
Impact analysis
GOAL-08
4 operating goals
6 customer commitments
3 capacity constraints
Scenario simulation
01Reallocate capacity + recover commitments92
02Rebalance portfolio + reduce cost86
03Hold plan + revise operating target68
Governed execution

Option A awaits four-eyes approval

Plans · budgets · projects · customer commitments

Audit trail · permissions · rollback
01Business ontology
02Deterministic analysis
03Isolated worlds
04Constrained decisions
05Approved actions

How an operating decision closes the loop

When goals, capacity and customer commitments change together, the business needs more than another report

An operating target drifts, critical capacity falls and customer commitments approach their deadlines. Coomia DIP keeps cross-system evidence, constraints and execution inside one decision case.

Cross-functional operating decision example
Trigger event

Quarterly revenue is 8% behind target; critical delivery capacity falls 12%; six customer commitments are due within 30 days.

01Analyze

Trace the full impact through ontology relationships

Start with the target gap and connect customers, contracts, projects, people, budgets, delivery commitments and operating risks.

Evidence read by the system
Operating targets and actuals
Customers, contracts and commitments
Project progress and people capacity
Budgets, costs and risk records
Impact list

Four operating goals, six customer commitments, three capacity constraints and two high-risk projects require a decision.

A recommendation is not completion. The loop closes only when approval, execution receipts and actual outcomes enter the same evidence chain.

Why a new decision layer is needed

Existing systems are useful, but none owns the complete loop

Enterprises do not lack data, dashboards or automation. They lack shared context that turns cross-system facts into executable decisions.

ERP · MES · WMS

Strong at

Record transactions and outcomes

Missing link

Cannot explain cross-system impact

Data platform · BI

Strong at

Aggregate data and surface issues

Missing link

Cannot simulate and drive execution

General-purpose LLM

Strong at

Generate analysis and suggestions

Missing link

Lacks reliable objects, rules and permissions

Workflow · RPA

Strong at

Automate predefined steps

Missing link

Does not decide what should be done

Coomia DIP does not replace systems of record. It becomes the decision operations layer above them.

Why the loop holds together

Ontology is not one feature. It is the shared foundation of the decision chain.

Objects, relationships, events, metrics, rules and actions share one business language, so analysis can move directly into simulation, approval and execution.

Business ontology foundation

Customers, orders, batches, assets, projects and risks become business objects with relationships, state, rules and actions instead of fields scattered across tables.

01

Impact analysis

Trace impact, evidence and root cause through object relationships.

02

Deterministic computation

Metrics, functions and rules produce reviewable results.

03

Isolated simulation

Compare options in World branches without changing production facts.

04

Constrained decisions

Balance goals, hard constraints, risk and human judgment.

05

Governed execution

Write back through approved Actions with receipts and audit.

Fit into the current architecture instead of replacing it

Systems of record
ERP · MES · WMS · CRM · warehouse · APIs
Coomia DIP
Ontology · metrics/functions · World · Decision · Approval · Action
Governed actions
Procurement · production · inventory · projects · customers · operations
Private deployment
Human approval
Access control
Simulation isolation
Idempotent actions
Full audit

Industry solutions

The same decision loop, inside different operating environments

Objects, relationships, events, constraints and actions change. The path from understanding a problem to executing the response remains the same.

Enterprise performance

OPERATIONS
Trigger event01

Quarterly targets drift while cash collection, projects, cost and capacity interact.

Key decision02

Which operating moves can restore the target within acceptable risk?

Business action03

Update collection plans, project investment, budgets and owner tasks.

A platform capability, not eight custom projects

Industry knowledge lives in configurable ontology, metrics, rules, decision templates and Actions, so new scenarios reuse the same operating mechanism.

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.

Run it on your data first, then payPrivate deploymentNo lock-inNo go-live, no charge

Do the math

You think Coomia DIP 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 DIP is the full stack at $19,999.

Your patchwork today · per year
  • 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
Total (conservative)≈ $250k+ / year
vs
Coomia DIP · Annual
$19,999/ year
  • 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 assessment

Simple 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.

Full Platform · Unlimited Users · 6-Month / 1-Year / Lifetime

6-Month License

The full platform at the lowest commitment — ideal for evaluation-to-production projects.

$11,999/6 months
  • 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
Most Popular

1-Year License

Best value for ongoing operation — save 17% vs two 6-month terms.

$19,999/year
  • 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.

$42,999one-time
  • 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

Bring one real business problem and validate the complete decision loop

Start with a high-value event and define the business objects, constraints, options, approval flow and execution actions around it.

Coomia DIP — Ontology-Driven Enterprise Decision Intelligence · Coomia DIP