Most vendors hide this. We lead with it.
How much control do I actually have?
Who's actually responsible when AI goes wrong?
Multi-agent deliberation system
How hard is it really to connect things?
When things go wrong, what actually happens?
How do different platform types compare?
What are your actual limitations?
What you can hand to an enterprise buyer
How much control do you actually have? A comparison of deployment models.
CLOUD Act exposure minimized (deployment-dependent). On-prem/air-gapped materially reduces third-party access surface.
Learn more about our compliance frameworks and security posture
↑ Back to topWho's actually responsible when AI goes wrong? Accountability matters most when things break.
*What we're admitting: AI accountability is hard. We build the evidence trail so you can prove what happened.*
↑ Back to topMulti-agent deliberation. Not a single model — a system of specialized intelligences that debate, dissent, and decide.
Adversarial challenge
Pattern recognition
Final synthesis
External signals
See how The Council works in a 90-day pilot
↑ Back to topWhat actually connects today vs. "coming soon" vaporware.
16 connector suites on 6 universal adapters as of February 2026.
↑ Back to topWhen things go wrong — and they will — here's what happens and how we recover.
Recovery times are targets based on HA configurations.
↑ Back to topHow do different platform types compare? Know what you're trading off.
*What we're admitting: Different platform categories have different strengths. Know what you're trading off.*
↑ Back to topOur actual limitations, documented. Because you'll find out eventually.
This list updated quarterly. Last review: February 2026.
↑ Back to topWhat you can hand to an enterprise buyer: manifests, evidence, and control mapping.
If you want SOC 2 Type II, Datacendia gives you evidence. You still need policies, operations, and an independent auditor.
Supports an emergency isolation protocol (deployment-dependent) that can disable outbound connectivity and rotate/lock keys via your KMS/HSM runbook.
What works where. Every mode has trade-offs — here they are.
Setup times depend on infrastructure readiness and team availability.
↑ Back to topRealistic timelines, not sales promises. What actually takes how long.
Timelines assume dedicated project resources.
↑ Back to topReady to see the evidence yourself?