Certainty Labs
Governed automation from pilot to production
Executive-ready rollout clarity for AI and Platform leaders.
Embedded Files
Make decision rights, controls, and evidence requirements explicit so approvals speed up and production stays defensible.
No call required. You'll receive a 1-page QuickScan by email.
Why It Matters
Why It Matters
Most teams do not fail because they lack ideas. They fail because decision rights, controls, and evidence requirements stay implicit.
When that happens, rework increases, approvals slow down, releases slip, vendors get confused, and audits become harder to defend.
The result is drift across marketing and sales, compliance and legal, engineering and operations, and supply chain and vendors.
What We Do
What We Do
We help AI and Platform leaders move from isolated pilots to governed, repeatable production automation.
We do that by producing forwardable, decision-ready artifacts that make tradeoffs explicit, clarify ownership, and create a defensible path to production. The goal is not more documentation. The goal is cleaner decisions and faster approval.
What You Get
What You Get
Decision memo
Decision memo
Options, tradeoffs, risks, what would change our mind, and first moves.
Controlled promotion path
Controlled promotion path
Release gates, risk tiers, evidence required, named approvers, and re-review triggers.
Evaluation rubric
Evaluation rubric
Scoring criteria, weights, pass/fail gates, and a recommendation you can defend.
Decision record + evidence trail
Decision record + evidence trail
What was decided, why, who approved it, and what supports promotion to production.
How It Works
How It Works
Intake (30-45 min) Decision, constraints, stakeholders, open questions
Draft (1-2 days) Decision memo + first-pass gates / controls outline
Correct + Deliver (60-90 min + 24-48h) Forwardable artifacts + first moves
Working Style
Working Style
Calm, structured, and memo-first. Minimal meetings, maximum outputs.
You keep execution control. We do not take over operations, own backlogs, or become a long-term librarian. Handoff is included so the decision trail stays current and usable after the engagement ends.
Founder's Commitment
Founder's Commitment
I'm Jolene, and I built Certainty Labs for teams that need to move from "we think this should work" to "we can defend this decision."
Production fails when the standard is missing. My role is to synthesize scattered inputs into a decision trail stakeholders can sign, teams can execute, and Security or GRC can defend.
Proof
Proof
600+ enterprise application cybersecurity assessments for federal audit mandates
CI/CD + DevOps suite governance across >10 tools for ~30,000 users
Testimonials
Testimonials
Tommy Mrozinski, IT Director / App Dev Director, BISSELL
Tommy Mrozinski, IT Director / App Dev Director, BISSELL
"Jolene brought immediate structure to ambiguous situations, translating competing priorities and shifting constraints into clear, executable plans that teams could actually align behind... calm, clarity, and forward motion... a steady, thoughtful presence that made the whole effort more coherent."
Adam Snopek, Director, Enterprise Architecture, BISSELL
Adam Snopek, Director, Enterprise Architecture, BISSELL
"Jolene mapped complex cross-domain data flows and dependencies in a way that made architecture decisions clearer and execution more realistic. She brought clarity and alignment across teams without oversimplifying the enterprise constraints."
Lori Lenar, IT PMO Partner, BISSELL
Lori Lenar, IT PMO Partner, BISSELL
"Jolene brought clarity and structure to complex, cross-functional initiatives... discovery work and crisp briefs made it easier to align stakeholders, reduce risk early, and move work through governance smoothly."
Boundaries
Boundaries
Advisory-only and timeboxed.
I don't run delivery, own the work management system, or stay embedded indefinitely. The engagement is designed to create clarity, not dependency.
Contact
Contact
Advisory office hours vary. Sessions are remote (typically in Google Meet).
Prefer to talk? To setup a clarity call on calendly, click here.
Email: Jolene@certaintylabsadvisory.com
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