Kernwisp · Autonomous database operations, with humans in control.

Autonomywith abrake pedal.

Kernwisp continuously maps, tunes, migrates, and protects your cloud databases — while your team stays in control of every meaningful change.

ObserveProposeApproveAct
Kernwisp / control planev0.9 / connected
Estate overview
Live signal
api-gateway
orders-prod
read-replica
warehouse
backup-policy
27 dependencies resolved

06

open signals

03

proposals

98.6%

healthy

The estate, made legible

Less firefighting. More deliberate infrastructure.

Fragmented clouds and sprawling database estates create invisible work. Kernwisp turns that work into a clear operating loop your team can inspect and trust.

  1. 01

    Map the estate

    Trace workloads, dependencies, owners, and drift across every database surface.

  2. 02

    Plan the change

    Turn migrations, tuning, and right-sizing into explicit, reviewable runbooks.

  3. 03

    Execute with guardrails

    Let agents handle the toil while policies define exactly where they can act.

  4. 04

    Keep the signal clear

    Surface anomalies, cost leaks, and security gaps before they become incidents.

A human-controlled automation layer

The agent can move fast. Your policy sets the speed limit.

Change policy
Enforced
Production writesApproval required
Read-only tuningAgent can execute
Migration window10:00–10:15 UTC
Rollback planAttached automatically

Decision boundary

Every action arrives with context, impact, and a way back.

Audit trail / prod-eu-1
Immutable log

Proposal created

Shard index change · prod-eu-1

Policy evaluated

Requires database owner approval

Approved by M. Chen

Window: 10:00–10:15 UTC

Trace IDkw_7f2a…c91e

Your database estate is already moving

Give it an operating system.

Bring your toughest database operations to the table. We’ll show you where Kernwisp can create leverage — and where the human stays in the loop.

Talk to Kernwisp