Interactive Economic Model
AI Agent ROI and Risk Calculator
Quantify your organization's annual exposure to uncontained AI agent writes, calculate preventable downtime costs, and model net annual ROI with deterministic storage verification.
5 agents 100 agents 200 agents
185 hrs Projected Annual Engineering Hours Saved
14 Estimated Incidents Avoided
240 hrs Current Annual Triage Risk
Quantified Annual Value-Add Breakdown
- Prevented Outages & Database Cascades Eliminates unconstrained UPDATE trigger fan-outs, multi-statement drops, and bulk mutation cascades.110 hrs / yr
- Automated Reverse-SQL Undo vs. DBA Manual Triage Replaces 12-hour emergency WAL reconstruction panics with catalog-accurate 45-second verified rollbacks.45 hrs / yr
- Cryptographic Forensics & Regulatory Audit Readiness Turnkey signed Merkle records for DPDP, HIPAA Security Rule, and SOC 2 audits, eliminating manual investigations.30 hrs / yr
How the economic model calculates value-add
The Cost of Silent Mutation Divergence
Standard AI agent proxies inspect network JSON-RPC calls, but cannot observe what the database committed. When an agent reports updating 1 row while hidden triggers mutate 301 rows, teams face manual triage delays averaging 4 to 8 hours per incident of database downtime.
Deterministic Storage-Layer Containment
Deedglass taps directly into PostgreSQL logical replication (REPLICA IDENTITY FULL). It decodes committed row tuples in real time, compares writes against what the agent claimed, and synthesizes catalog-accurate undo SQL to restore previous state in seconds.