← Return to Datacendia
Sovereignty

Sovereignty Matrix

How much control do you actually have? A comparison of deployment models.

Capability
Cloud AI
Private Cloud
Datacendia
Vendor sees your data
Yes
Limited
NoOn-prem/air-gapped deployment
CLOUD Act exposure
Yes
Partial
NoOn-prem/air-gapped only
Works offline / air-gapped
No
No
Yes
You own the models
No
Rarely
YesLocal models; cloud models per provider terms
Decision explainability
Limited
Partial
Full lineage
Multi-agent deliberation
No
No
The Council™

CLOUD Act exposure minimized (deployment-dependent). On-prem/air-gapped materially reduces third-party access surface.

↑ Back to top
AI Governance

AI Governance Reality Check

Who's actually responsible when AI goes wrong? Accountability matters most when things break.

Governance Area
Typical AI
Enterprise AI
Datacendia
Decision audit trail
None
Partial logs
Full lineage
Human override capability
No
Limited
Always available
Explainable recommendations
Black box
Summary only
Full decision trace
Dissent tracking
No
No
CendiaDissent™
Regulator-ready exports
No
Manual
One-click

*What we're admitting: AI accountability is hard. We build the evidence trail so you can prove what happened.*

↑ Back to top
The Council

The Council™

Multi-agent deliberation. Not a single model — a system of specialized intelligences that debate, dissent, and decide.

Red Team

Red Team

Adversarial challenge

Analyst

Analyst

Pattern recognition

Arbiter

Arbiter

Final synthesis

Union

Union

External signals

Active Operations

Mission 1: The M&A Deal

Analyst Ingests 5,000 PDFs from data room
Red Team Simulates regulatory blocks & antitrust scenarios
Arbiter Synthesizes risk-adjusted offer price
Output: Risk-adjusted offer price with full reasoning chain

Mission 2: The Supply Chain Shock

Analyst Maps vendor dependencies across 3 tiers
Union Flags labor strikes & port congestion in region
Red Team Stress-tests alternative routes
Output: Rerouting strategy with contingency triggers
↑ Back to top
Integration

Integration Reality Check

What actually connects today vs. "coming soon" vaporware.

Connector
Status
Notes
PostgreSQL / MySQL / SQL Server
Live
Full read; write via stored procedures
Snowflake / BigQuery / Redshift
Live
Read-only; supports views
REST APIs (generic)
Live
OAuth2, API key, custom headers
Salesforce / HubSpot
Live
Objects, reports, custom fields
SAP S/4HANA
Live
OData API with OAuth2; entities, metadata, batch
Workday
Live
REST API with OAuth2; workers, orgs, jobs

16 connector suites on 6 universal adapters as of February 2026.

↑ Back to top
What Breaks

What Breaks at 3 AM

When things go wrong — and they will — here's what happens and how we recover.

Failure Scenario
Impact
Recovery
Agent consensus deadlock
Decision delayed
Auto-escalate to tiebreaker; human notified
Data connector timeout
Stale data flagged
Retry queue + fallback to last-known-good
Model inference failure
Analysis blocked
Failover to backup model; degraded mode
Complete node failure
Service down
HA config auto-failover; RTO target 15 min

Recovery times are targets based on HA configurations.

↑ Back to top
Comparison

Platform Category Comparison

How do different platform types compare? Know what you're trading off.

Capability
Enterprise BI
Cloud Data Platform
AI API
Datacendia
Can run air-gapped
Sometimes
Rarely
Rarely
Yes
You own the models
Rarely
Rarely
Rarely
Yes
Exit complexity
High
Medium
Low
Low
AI decision explainability
Sometimes
Limited
Limited
Full
Immutable audit trail
Sometimes
Sometimes
Rarely
Built-in
Multi-agent deliberation
Rarely
Rarely
Emerging
The Council™

*What we're admitting: Different platform categories have different strengths. Know what you're trading off.*

↑ Back to top
Limitations

What We Can't Do

Our actual limitations, documented. Because you'll find out eventually.

Limitation
Status
What We Do Instead
Real-time streaming (<100ms)
Not Yet
Batch + near-real-time (sub-second typical)
100+ concurrent heavy users
Depends
Scales with infrastructure; validated to 50
SLA without ops team
No
We provide runbooks; you need someone to run them
SAP/Oracle deep integration
Live
OData & REST connectors with OAuth2; full field mapping

This list updated quarterly. Last review: February 2026.

↑ Back to top
Audit Evidence

Audit Evidence Summary

What you can hand to an enterprise buyer: manifests, evidence, and control mapping.

Artifact
What It Supports
What It Does Not Provide
Immutable evidence ledger
Requests executed + hashed evidence recorded
Not a compliance certification
Test manifest (JSON)
Repeatable verification results per endpoint/category
Not a substitute for pen testing
Control mapping
Which tests support which controls/frameworks
Not a formal attestation
Deployment mode evidence
Connected vs air-gapped operational mode
Does not replace data classification

If you want SOC 2 Type II, Datacendia gives you evidence. You still need policies, operations, and an independent auditor.

⚠️ Emergency Protocols

Supports an emergency isolation protocol (deployment-dependent) that can disable outbound connectivity and rotate/lock keys via your KMS/HSM runbook.

Key Lockdown Instant key lockdown
Network Isolation Network isolation
Forensic Snapshot Forensic snapshot
↑ Back to top
Deployment

Deployment Truth Table

What works where. Every mode has trade-offs — here they are.

Capability
Private Cloud
On-Premises
Air-Gapped
Setup time
Days
Weeks
Weeks+
Auto-updates
Yes
Manual
Offline pkg
Data leaves network
Metadata only
No
No
Ops burden
Low
Medium
High
CLOUD Act exempt
Partial
Yes
Yes

Setup times depend on infrastructure readiness and team availability.

↑ Back to top
Time-to-Value

Time-to-Value Honesty

Realistic timelines, not sales promises. What actually takes how long.

Milestone
Typical
Dependencies
First dashboard live
1-2 weeks
Data access granted; clean schema
First agent recommendation
3-4 weeks
Domain rules defined; SME available
Full Council™ deliberation
6-8 weeks
Multiple data sources; agent tuning
Audit-ready evidence export
Week 1
Ledger enabled from day one
Production rollout
8-12 weeks
UAT complete; ops team trained

Timelines assume dedicated project resources.

↑ Back to top

Ready to see the evidence yourself?

Request Briefing See Results in 90 Days Trust Center