Enterprise Value

AI Agent Risk & ROI Calculator.

When autonomous agents hold write access to production PostgreSQL, unintended trigger fan-outs and cascade mutations threaten data integrity. Estimate your financial exposure and time saved.

Your engineering stack

Developers running Claude Code, Cursor, Copilot, or terminal agents.

Production, staging, and replica instances receiving tool queries.

Estimated INSERT, UPDATE, or DELETE executions across all agents.

Share of writes where agent reports 1 row but triggers mutate additional rows.

Downtime, triage, and engineering time to restore corrupt tables.

Estimated value added

639 events Annual Divergences Caught
168 hrs Manual DBA Recovery Time Saved
< 30 days Estimated Payback Window

How this is calculated

  • Execution Verification: Deedglass connects to the Postgres Write-Ahead Log via logical replication (pglogrepl) and flags row-count divergences immediately.
  • Automated Rollback: When an agent mutates extra rows, Deedglass generates catalog-accurate reverse SQL so an engineer can countersign recovery in 45 seconds.
  • Cryptographic Sealing: Every action is sealed with dual Ed25519 and post-quantum ML-DSA-65 signatures for regulatory audit readiness.

Enterprise FAQ

Questions about value and risk.

How does Deedglass calculate database divergence?

Rather than trusting an agent's self-reported JSON response, Deedglass tails PostgreSQL's Write-Ahead Log under REPLICA IDENTITY FULL. If an agent reported modifying 1 order row but an unmonitored trigger mutated 301 inventory rows, Deedglass records a Checked verdict with a Doesn't match status.

What is the cost of running Deedglass?

The core engine is Apache-2.0 and free for self-hosting. Every feature is free while we grow. Early design partners work directly with core engineering.

Are credentials or database rows sent to an external cloud?

No. Deedglass is a pure Go binary with zero CGO dependencies that runs entirely within your VPC or local workstation. Passwords and credentials never leave your host.

Hospitals and teams that need help with setup, support or a pilot: talk to us.