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ENTITYC-004821HIGH risk
SCORED12,400just now
ACTIONUpsell89 accounts
SEGMENTChurn Risk234 entities
PIPELINECOMPLETE99.8% acc.
ENTITYP-008912MED risk
RECCOEscalatePriority 1
INDEXED1.2M rowsreal-time
ENTITYD-001047HEALTHY
ACTIONRetain12 accounts
SCORED8,9300.9s ago
SEGMENTHigh Value1,204 users
RECCODiscountPriority 2
ENTITYC-009234LOW risk
PIPELINERUNNING4,200 left
ACTIONNurture67 accounts
ENTITYC-004821HIGH risk
SCORED12,400just now
ACTIONUpsell89 accounts
SEGMENTChurn Risk234 entities
PIPELINECOMPLETE99.8% acc.
ENTITYP-008912MED risk
RECCOEscalatePriority 1
INDEXED1.2M rowsreal-time
ENTITYD-001047HEALTHY
ACTIONRetain12 accounts
SCORED8,9300.9s ago
SEGMENTHigh Value1,204 users
RECCODiscountPriority 2
ENTITYC-009234LOW risk
PIPELINERUNNING4,200 left
ACTIONNurture67 accounts

Connect your Data.
Stream the actions.

Entivia links to your data sources to turn complex data into structured recommendation queues and instant pipelines.

Get started freeSee how it works →

Your operational data is growing instantly—but your decisions are still reactive.

Enterprises generate massive transaction logs, subscriber sessions, and inventory tracking cycles, yet discover systemic churn and stockouts days after they occur.

BI Tools Just Show Past Charts

Power BI and Tableau tell you what happened last month. They don't reason, they don't predict, and they definitely don't tell your operators what to do right now.

Custom ML Costs Too Much Time

Building proprietary predictive models takes months, thousands of dollars, and dedicated data scientists that most enterprise operational teams don't have.

Rigid & Locked AI Solutions

Traditional enterprise AI vendor models are incredibly expensive, difficult to configure, and hard-locked to single, specific industries or overseas infrastructures.

The Bottom Line

Reactive operational workflows lead to a critical leak in net revenue retention across emerging markets.

-24% NRR

Turn raw rows into real actions. No data science team required.

Entivia connects natively inside your current setup, reasons directly across transaction logs, and updates your operations desk in real time.

01Plain English Input

Describe your business goals

Tell Entivia how your operation works without writing code. Define what high-risk status means for your custom database nodes.

prompt_compiler.md
/ Business Context Prompt
"We are a telecom firm. Core entities are subscribers, and risk means high probability of subscriber churn based on balance drops."
Parsing configuration rules into abstract graph embeddings...
Zero external cloud dependencies
STAGE 01 / 04
02Read-Only Security

Connect your active database

Plug in PostgreSQL, MySQL, MSSQL, SQLite, or CSV streams. Connection parameters are fully encrypted locally.

secure_tunnel.config
/ Database Encryption String
postgresql://op_user:******@local-replica.internal:5432/telecom_prod
TLS 1.3 Strict
Read-Only Layer
Zero external cloud dependencies
STAGE 02 / 04
03Reasoning Pipeline

Autonomous Introspection & Scoring

The AI agent maps database schemas, references transaction flows, and models scores from critical to healthy automatically.

entivia-engine.log
/ Engine Step Context State
▶ engine_status:RUNNING_INTROSPECTION

Pipeline scheduler triggered. Analyzing table schemas... 12,400 entities scored dynamically.

Zero external cloud dependencies
STAGE 03 / 04
04Actionable Output

Act on live recommendations

Your operations team gets automatically ranked tasks, draft outreach logs, and automated event webhooks instantly.

action_dispatcher.json
/ Dispatched Production Task Payload
Immediate Outbound Queue

Dispatch personalized high-value retention tier bundle over API payload.

Zero external cloud dependencies
STAGE 04 / 04
prompt_compiler.md
Plain English Input
/ Business Context Prompt
"We are a telecom firm. Core entities are subscribers, and risk means high probability of subscriber churn based on balance drops."
Parsing configuration rules into abstract graph embeddings...
Zero external cloud dependencies
STAGE 01 / 04

One universal engine. Built for your specific industry.

Zero specialized code changes required. Entivia custom-maps to your local schema layouts to optimize live front-line operations instantly.

Telecom & Subscriptions Case Profile

"Prevent subscriber churn before it reflects on the month-end ledger."

The Challenge

Subscribers drop off without explicit complaints. Identifying usage decline or specific wallet drop signals manually across millions of users takes days.

Entivia Enforcement

Entivia tracks micro-movements in subscriber balances, recharging delays, and drops in data consumption to assign real-time churn risk indicators automatically.

Target Operational Gain
28% Churn Reduction
Entivia

The open-source, self-hostable operational intelligence layer turning relational databases into real-time profiles, risk tracking matrix runs, and conversational workflows across emerging African enterprises.

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