Quillwell Labs

Productized systems born from real GTM pressure.

Labs is where proven consulting workflows become productized agents. We launch with strict guardrails, measure outcomes, and only scale what creates decision confidence and pipeline lift.

Request a pilot See current status
Agent status model

Each agent moves through explicit stages.

Live

Production-ready for qualified customers with validated outcomes and defined controls.

Pilot

Running with design partners under scoped constraints to verify repeatability and economics.

In development

Architecture and workflow design in progress; not yet available for external pilots.

Current agent

Paid Media Agent

Pilot

Managed execution with weekly executive receipts

The agent supports a senior operator model for Google and LinkedIn accounts. It detects shifts, proposes and applies approved changes, and logs rationale, risk, and rollback paths.

  • Campaign creation, restructure, and relaunch support
  • Budget, bid, audience, query, and creative optimization
  • Weekly decision records in plain leadership language
Guardrails by default
  • Approval gates for sensitive actions
  • Stop-loss thresholds for spend and CPA drift
  • Action-level audit trails and rollback plans
  • Least-privilege access and clear ownership
View agent details Request a pilot
How products are born

From repeated pain in delivery to repeatable product execution.

01

Observe

Identify patterns that recur across teams and materially affect pipeline outcomes.

02

Pilot

Deploy in live environments with strict success criteria and risk controls.

03

Harden

Standardize controls, reporting, and onboarding around what consistently works.

04

Scale

Release as a productized workflow with transparent expectations and fit criteria.

Need faster execution without giving up control?

If your team wants agent speed with operator-grade guardrails, we can scope a pilot in one working session.

Request a pilot Discuss fit and guardrails