A team that gets measurably better at AI. Because the training comes from its own mistakes.
PSA Loop watches how your people use AI inside Plumbline, Stride, and Warden, finds the real gaps, and turns each one into a targeted training. The team gets measurably better at AI — because the training is built from your own work, not a generic course.
Included with every PSA productGeneric AI training teaches awareness. Your workflow needs fluency.
Most AI training is a course someone bought, watched once, and forgot. It was written for everyone, which means it was written for no one. Meanwhile the real gaps — the ones costing you rework and risk — are happening in the actual work, where no course can see them.
The numbers say the gap is wide and the cost is real. 99% of executives want guardrails on AI content; only 33% rate theirs as strong and consistently applied. Fewer than 1 in 10 companies have a comprehensive framework for governing AI content. And the time AI was supposed to give back is leaking out the other side: 37–40% of it gets consumed correcting, rewriting, and verifying AI output — the verification tax. A course doesn't close that. A course can't see where your people actually go wrong. PSA Loop can, because it's already inside the workflow.
Built for everyone, fits no one
Off-the-shelf AI training is generic by design. It can't know your standard, your policy, your buyer, or where your team specifically slips.
Awareness without behavior change
People finish the course, nod, and go right back to the same mistakes. Nothing was tied to the work, so nothing changed in the work.
The gap is invisible from outside the workflow
The mistakes that matter happen at the moment of use — in a draft, a pitch, an agent action. A classroom never sees them. PSA already does.
The board wants proof, not a roster
"We ran the training" is an attendance record. The question now is whether the gaps got smaller — and most training can't answer it.
Mistake-driven training, calibrated to your company — included with every PSA product.
PSA Loop is not a course you buy and schedule. It's the adaptive learning layer that ships with PSA Plumbline, PSA Stride, and PSA Warden. It learns from how your team actually uses AI and builds the trainings your team actually needs.
Every training PSA Loop generates is sourced from a real gap in your real workflow — role-specific, calibrated to your standard, and aimed at the mistake that's actually recurring. A rep who over-trusts a confident-but-wrong draft gets a different training than a compliance lead reviewing agent output. It's not awareness for its own sake. It's fluency: knowing when to trust the AI and when to challenge it.
From a real gap, every time
Every training traces to a real gap in your real workflow — a flagged send, a seller who trusted a wrong answer, and, as PSA Warden comes online, an agent near-miss. Nothing generic, nothing hypothetical.
Built for the job, not the room
A seller, a reviewer, and an agent owner each have different failure modes. Each gets the training built for theirs — not one all-hands video that fits no one.
Tuned to your standard
Tuned to your standard, your policy, and your industry context — so "good AI use" means what it means at your company, not in general. It changes as your gaps change, so it never goes stale.
Not an extra line item
PSA Loop ships with every PSA product. It's the layer that makes the others compound: the team improves while it works.
Detect the gap. Build the training. Watch the flags drop.
PSA Loop runs a closed loop inside your real workflow. Three steps, measured end to end — so an AI gap stops being a recurring tax and becomes a number that goes down.
Most training hopes it worked. This loop measures whether it did. The gap is detected where it happens, the training is built for that exact gap, and the result is measured against the same gap over time. The loop doesn't reset every quarter. It compounds.
The products surface the real gaps
As your team works inside Plumbline and Stride, PSA Loop sees where AI output falls short, where people misuse it, and where mistakes, risk, and productivity leaks recur. As PSA Warden comes online, agent near-misses join the same feed. It ties each gap to the workflow it's costing you.
Loop generates the targeted training
Each recurring gap becomes a specific, role-aware training aimed at exactly that failure — delivered to the people who hit it, in the context where it happened. Not a course. A correction.
Flags drop, productivity rises, measured
The same workflow that found the gap measures whether it closed. Recurring flags fall. The verification tax shrinks. Confidence rises where it should and caution rises where it should. You see the curve, gap type by gap type — not a completion checkbox.
Three products, one learning engine.
PSA Loop doesn't run a survey to guess what to teach. It feeds on the signals the other PSA products already generate — so the learning is as live as the work.
Every flag and every seller gap today — and every agent near-miss as Warden comes online — is a data point about where your team needs to get better. PSA Loop collects them all and turns them into the one thing a flag alone can't deliver: a team that stops making the same mistake.
Every flag becomes a lesson
Plumbline governs the AI work product at the moment it matters — the check before send. Each flag tells Loop exactly where the message fell short of the standard, and exactly what to train next — so the same message stops reaching the check at all.
Every seller gap becomes a rep skill
Stride gives reps governed AI for productivity. Where a seller leans on AI wrong — or misses what good looks like — Loop turns that gap into a targeted rep training, so the productivity is real and the output holds up.
Every agent near-miss becomes a guardrail your people understand
Warden governs autonomous AI agents and is coming online. As it does, when an agent gets close to the line, Loop will train the humans who own it — so oversight gets sharper as the agents get more capable. 76% of organizations are using or planning agentic AI within a year, but only 56% are familiar with the risks. This is the forward-looking third feed; today the loop runs on Plumbline flags and Stride seller gaps.
Trust the AI. Challenge the AI. Know which moment is which.
Awareness training tells people AI can be wrong and leaves them there — anxious, hedging, slow. Fluency teaches them where, when, and how to catch it, in their own work, on their own tasks. That's the difference between a team that's been warned and a team that's actually good at this.
Models stay confident even when they are wrong: leading LLMs used strong certainty language on 15–49% of their incorrect answers. That's exactly why awareness isn't enough: the tone gives you no warning. A fluent team reads past the confidence and knows the difference between a draft to ship and a draft to scrutinize. PSA Loop trains that judgment from your team's real near-misses, so people get faster where the AI is reliable and sharper where it isn't. The goal isn't to slow the team down. It's to make every AI handoff one your people can stand behind.
Proof the team got better — not proof they sat through a course.
A completion record proves attendance; Loop proves the gaps actually closed — by person, by team, over time. That evidence also satisfies the EU AI Act’s Article 4 duty for providers and deployers to ensure sufficient AI literacy among their staff — a hard duty for high-risk deployers, in application since February 2, 2025, with high-risk obligations phasing in through 2026–2027. The bigger risk is reputational, not regulatory: "we bought a course" is a claim. PSA Loop is a record.
Because every training traces to a real gap in a real workflow and the outcome is measured, you get more than completion certificates — you get evidence that literacy is improving where it counts.
- Deloitte Australia refunded a government contract over AI-fabricated citations.
- Air Canada was held liable for a chatbot that invented a policy.
- The Chicago Sun-Times ran a reading list where 10 of 15 books didn't exist.
- Those aren't model failures. They're message-and-oversight failures — exactly the gaps PSA Loop is built to close and document.
Competence, on the record
Evidence of staff AI literacy tied to real workflow behavior, not a one-time attendance log — aligned to the duty in application since Feb 2, 2025, with high-risk obligations phasing in through 2026–2027.
Audit-ready by design
Each training links to the gap that prompted it and the measured change that followed. A completion record proves attendance; a closing gap-reduction curve proves competence. Loop produces the second.
Industry rule packs available
BFSI, Healthcare, Public Sector, and Legal & Professional-Services rule packs are available as add-ons where your regulatory context needs them.
Built for the people accountable for AI getting safer and smarter.
PSA Loop sits where L&D and AI risk meet — and gives both sides the same proof.
If you own AI literacy, you've been asked to make the team better at AI and to show it. If you own AI risk, you've been asked to make sure the gaps close and stay closed. PSA Loop serves both from the same loop: the trainings come from the real work, and the results are measured against the real gaps.
Training that finally changes behavior
Stop buying generic courses that don't move the needle. Deliver trainings sourced from real gaps, to the right roles, with measured results you can report up. Loop gives you the curriculum your team's own gaps wrote.
Proof the work is getting safer
See recurring gap types decline over time. Evidence competence, not attendance. Show the board the curve, not the claim.
The verification tax, going down
You feel the rework in every cycle. Loop targets the specific habits leaking time and trust, so faster AI-assisted work actually stays faster downstream.
You don't buy Loop. You already have it.
PSA Loop is included with Plumbline, Stride, and Warden. There is no separate course to license, no curriculum to schedule, no standalone product to approve. The moment your team starts using a PSA product, the loop starts running — finding gaps, building trainings, and proving the org is getting better at AI.
Bundled, not billed
Bundled with every PSA product. No add-on line item for the learning layer itself.
Generated from the work
Training is generated from the work as it happens — not booked into a calendar quarter no one protects.
Always current
As your gaps change, the curriculum changes with them. It can't go stale, because it's built from this week's work, not last year's syllabus.
Already running PSA Plumbline? Every flag it raises is already a lesson Loop can build.
See your team's real AI gaps — then watch them close.
A Gap Check surfaces where your AI work product is falling short right now — the recurring mistakes, the roles that hit them, the productivity they're costing. From there, PSA Loop turns those gaps into the trainings that close them — included with every PSA product.
Everyone's guarding the model. Nobody's guarding the message. PSA governs the AI work product at the moment it matters — and PSA Loop makes the team that produces it measurably better over time.
Book a Gap Check
Bring one workflow. We'll show you the gaps in your current AI output and exactly how the closed loop would close them — measured, role by role, until the same mistakes stop coming back. Included with every PSA product.
Book a Gap Check- Every training traces to a real flag or seller gap today — and to an agent near-miss as Warden comes online. Not a guess.
- Measured reduction on your top recurring gap types — the same mistakes stop coming back.
- Included with Plumbline, Stride, and Warden — at no separate line item.