Stop Firefighting.Start Preventing.
PulseDBAi autonomously monitors, diagnoses, and remediates Oracle and SQL Server databases — 24/7. Routine fixes run autonomously; destructive actions are gated behind one-click human approval with full context. Autonomous where safe. Governed where it matters.
Currently Integrates With
LLM Providers (customer-selectable)
Air-gapped option: Ollama (local LLM) supported. Customer database telemetry never leaves the customer environment, regardless of LLM provider choice.
On the Roadmap
The DBA Crisis
Sound familiar?
3AM Alerts
DBAs are routinely woken up for issues that could have been prevented or auto-fixed hours earlier. Pager fatigue is the #1 reason senior DBAs leave the profession.
Reactive Culture
Database teams spend the majority of their time firefighting incidents instead of strategic work — capacity planning, performance optimization, and architecture improvements.
Tool Overload
OEM, Datadog, SolarWinds — expensive monitoring stacks that detect problems but require humans to fix them. Zero autonomous remediation.
There's a better way. PulseDBAi changes everything.
The 4-Agent Pipeline
Three agents run continuously in production. The Simulator runs in shadow environments for what-if testing.
Agent 1 — Shadow Mode
SIMULATE
Runs what-if scenarios in shadow/test environments — isolated from production, zero risk.
Agent 2
DETECT
AI analysis of 15+ health checks in real-time
Agent 3
CORRECT
Auto-applies safe fixes: stats, tablespace, blocking
Agent 4
VERIFY
Confirms fixes worked, opens ServiceNow tickets
Governed Autonomous Execution
CrossLinkis the governance and decision-replay system behind PulseDBAi's autonomous agents.
It transforms autonomous database operations from black-box automation into governed, replayable enterprise infrastructure.
Every autonomous action can be traced, replayed, confidence-scored, policy-explained, and verification-linked through a deterministic governance pipeline.
Instead of requiring teams to blindly trust AI automation, CrossLink provides audit-ready operational replayability, approval awareness, policy transparency, and explainable autonomous execution.
Autonomous when safe. Governed at every step.
Customer-install ready
Self-deploy in minutes. No founder on the call.
First-run setup wizard
5-step browser wizard. Operator creates the superadmin user and configures the database connection. No code edits.
Zero hardcoded credentials
All credentials live in pdb_settings — masked, audit-logged, customer-controlled. Nothing in source.
Customer-controlled URLs
Notification email links route to the customer's installation domain. Never to a vendor URL or localhost.
Six Layers of Autonomous Remediation
All shipped. All deterministic. All audited.
Kill blocking session
Deterministic. Opt-in. Three gates: exists, not privileged, still blocking.
Targeted stats refresh
V$SQL + Query Store regression-driven. Replaces blanket schema gather.
Plan baselines
Oracle DBMS_SPM auto-capture + SQL Server force_plan auto-restore on regression.
Predictive extension
Tablespace + datafile, 14-day linear regression, 7-day exhaustion trigger.
Recompile invalid objects
COMPILE_SCHEMA + sp_refreshsqlmodule. Runaway-guard. Protected-schema escalation.
Index rebuild
ONLINE rebuild on >30% bloat. Leaf-blocks guard. Top-10 / sweep cap.
Roadmap
From incident automation to full autonomy
Five phases. Each compounds the previous. Same denominator across all phases: share of DBA workload PulseDBAi handles autonomously.
Eliminate DBA firefighting
Prevent incidents before impact
Automate recovery workflows
Enforce governance & compliance
Continuously optimize cost & performance
Where we are today
67-72% realized autonomous share measured across Oracle and SQL Server, with all opt-in safety flags ON.
Phases 1-2 deliver this realized share. Phases 3-4 ship Stage 1 wedges, targeting 78% and 85% respectively. Phase 5 is at Stage 1 shipped. A cross-phase Platform Self-Monitoring subsystem holds the platform itself to the same severity rigor it applies to customer DBs.
Stage 2 deepens autonomy (advisory → action with approval gate). Stage 3 expands the boundary of safe action. Both gated on customer telemetry validating safe behavior in production.
The Trust Layer
Silent autonomy is a liability. We fixed that too.
When PulseDBAi takes action, the right people know in the right channel at the right time. Per-user preferences, quiet hours, audit trail, admin governance — all shipped.
Unified notifications
Slack + email immediate. Polling dispatcher. Quiet hours. Retry + ABANDONED fallback.
Daily SEV3 digest
Configurable time + IANA timezone. Empty-day skip. Watermark-guarded. Gmail-safe HTML.
Per-user preferences
Per-user TZ for quiet hours (DST-aware). Per-user read tracking. Mode flag: global / per-user / hybrid.
HTML immediate emails
Severity-colored banner. Generic detail formatter. Plain-ASCII subject for parser safety.
Admin Edit modal
Per-user override editing. Shared form component. Diff-based dirty tracking.
Migration wizard
3-step transition wizard with current-vs-after preview. Standalone admin actions card.
Magic-link approvals
One-click approve from email or Slack. Signed token, time-boxed, audit-logged. No console login, no separate auth flow during approval.
Compliance Evidence, Derived from Live Data
PulseDBAi maps your operational telemetry to SOC 2 Trust Services controls — and the coverage status is derived from real query results, not hardcoded defaults. A control shows “covered” only when there's both a verification script and live evidence behind it; policy controls that need documentation are shown honestly as policy-only. Evidence is exportable for auditor review.
No competitor surfaces live-derived SOC 2 control evidence in the operations console.
Enterprise Platform Capabilities
Enterprise capabilities that make autonomy operable in production.
ServiceNow integration
ITSM ticket auto-creation. Credentials customer-controlled. Mask + skip-on-asterisk pattern. Integrations page with audit logging.
First-run setup wizard
5-step browser wizard for self-deploy. Zero hardcoded credentials. Customer-controlled api_host. Superadmin role hierarchy.
Modernized DBA report
PostgreSQL-backed 19-section dashboard at /report/dba/{run_id}. Browser-native PDF export. Plugin-wrapping endpoints. Zero schema changes.
Enterprise-Grade Coverage
Deep native support for the databases that power enterprise.
Oracle 19c
LTS Release
Oracle 21c
Innovation
Oracle 23ai
AI Features
PulseDBAi
Unified Intelligence
SQL Server 2019
LTS Release
SQL Server 2022
Latest LTS
PostgreSQL
Everything You Need
One platform. Every capability your database team needs.
Autonomous Remediation
No alert fatigue. No runbooks. PulseDBAi takes action — rebuilding indexes, extending tablespaces, killing sessions — based on your approved policies.
Predictive Analytics
ML-powered trend analysis forecasts tablespace exhaustion, memory pressure, and query plan regressions days before they become incidents.
Audit-Grade Logging
Every action PulseDBAi takes is logged with before/after metrics, the reasoning chain, and a rollback plan — ready for compliance review.
Smart Escalation
When autonomous fix confidence is below threshold, PulseDBAi escalates with a fully-formed incident report — not just a raw alert.
Multi-DB Fleet View
Manage hundreds of Oracle and SQL Server instances from a single pane. Fleet-wide health scores, cross-instance anomaly correlation.
On-Prem & Cloud Ready
Deploy as an agent inside your network or connect via encrypted tunnel. No data leaves your environment without explicit configuration.
Built by a DBA, for DBAs
PulseDBAi is built by a senior Oracle DBA with 20+ years of enterprise database operations experience. Every autonomous remediation, severity rule, and fix pattern in PulseDBAi comes from real production scars, not theory.
Enterprise Oracle and SQL Server operations across financial services, telecom, and Fortune 500 environments.
PulseDBAi ships production releases on a near-daily cadence. Built over 18+ months of independent development. Owned 100% by the founder.
67-72% autonomous remediation on customer-managed Oracle and SQL Server databases — plus an enterprise trust layer (per-user notifications, audit, governance) that competitors lack.
How PulseDBAi Compares
Concrete capabilities. No marketing math.
| Capability | Traditional | PulseDBAi |
|---|---|---|
| Detects issues | ||
| Predictive (forecasts the issue) | 14-day regression | |
| Plan baseline auto-restore | DBMS_SPM + force_plan | |
| Auto index rebuild | ONLINE, gated | |
| Per-user notifications | Slack + email + HTML | |
| Audit trail with rollback path | append-only | |
| Live-derived compliance evidence | SOC 2, live-derived | |
| Governed approval (magic-link) | email/Slack, audit-logged | |
| Air-gapped LLM option | Ollama | |
| Customer-controlled deployment | always | |
| Setup time | < 1 hour |
Stop Babysitting Your Databases
Join the design partners who let PulseDBAi monitor, predict, and fix their Oracle and SQL Server estates — autonomously.
Currently in design partner stage. Pilot deployments by invitation.