This page is a tour of the system — the assessment architecture, the progression model, the evidence base, and the certification pathway. It does not expose any frameworks, competencies, or rubric content. Those stay inside the engine, and they are the firm's protected IP.
Peer doesn't run a single LLM call against a transcript. It runs a coordinated pipeline of role-specialist agents, each owning a sub-domain of the work. Every observation produced is auditable back to the agent that produced it and the evidence it cited.
Each assessor owns a function family. The router decides which one to invoke based on the framework selected for the meeting.
Assesses against SALES, SDR and FOUNDER frameworks. Returns atomic observations with grade, polarity, evidence, and competency code.
CUSTOMER_SUCCESS frameworks. Retention check-ins, expansion conversations, QBR motions.
CUSTOMER_SUPPORT frameworks. L1/L2 response, incident triage, customer comms quality.
MANAGEMENT frameworks. 1:1s, performance conversations, coaching cycle execution.
Applied to every participant by default. CULTURE frameworks: psychological safety, feedback, accountability behaviours.
Fallback when the framework function isn't yet routed to a specialist. Same rubric structure, broader prompt.
Around the assessors sit specialist agents for routing, sanitisation, calibration, progression decisions, and narrative.
Gates the pipeline. Decides whether the recorded meeting is in-scope for assessment (sales call vs. internal sync, etc).
Multi-framework classifier. Picks the right framework(s) for the call from the org's installed set.
Removes personal identifiers before anything is persisted or sampled. PII rules enforced inside assessor prompts as well.
Blind dual-rating on a sample of assessments. Strips the original grade + evidence before showing the validator. Concordance auto-computed (exact / adjacent / divergent).
Owns tier promotion decisions. Reviews the evidence snapshot (counts, tier mix, trajectory, sample quotes) and emits promote / hold / not_yet_assessed.
Produces the "this-week focus" narrative for the rep. One mechanic, the why, the cited moment, the next move.
Generates the career / role / results narrative explaining why mastery of a given competency matters to the rep specifically.
Conversational coach for the enablement leader. Operates over the org's full mastery picture under strict privacy + governance rules.
Every observation runs through the same shape, regardless of which assessor handles it.
A blind independent dual-rater agent reviews a 1-in-10 sample of assessments — every tenth call, every framework, every assessor. The rater is given the transcript and rubric only; the original AI grade and evidence are stripped. Concordance is auto-computed and logged. Divergent ratings trigger calibration review of the assessor's prompt + rubric.
All atomic observations are also spot-check stamped at 100% — reviewer metadata, human_verified flag, and review_status are attached to every record so any individual observation can be audited later.
The assessment grade scale has four tiers — Foundation, Proficient, Advanced, Expert. The promotion engine currently promotes through three of them (Foundation → Proficient → Advanced). The Expert tier is recognised at the assessment level today and promotes into the formal progression pathway as the certification programme rolls out.
The rep performs the mechanic at all. The substrate is present. The floor below which there is no mastery to coach against.
The rep performs it consistently and links it to a measurable change in the buyer's state. The substrate methodology needs to land.
The rep performs it reliably across motions, ahead of pricing, and recovers from disruption. Top progression tier today.
The rep coaches the mechanic in peers — recognises it in others' calls and articulates what good looks like. The tier that produces tribal mastery.
Promotion isn't a hard percentage threshold. It's an evidence-based decision made by a dedicated Opus 4.7 agent that reviews a structured snapshot of the rep's recent observations and emits one of three verdicts.
Most competencies don't exist in isolation. Some are foundational — they need to be in place before downstream mechanics can be coached productively. The standard captures this as a dependency graph. The full graph stays inside the engine — what's shown below is the principle, not the map.
What this means in operation. When the system surfaces the "one mechanic this week" for a rep, the recommendation is dependency-aware. It will never point a manager at a downstream skill while the upstream foundation is missing. The graph encodes what an experienced enablement leader knows tacitly — and applies it consistently at the scale of a sales floor.
The methodology is grounded in two decades of academic and industry research on deliberate practice, sales coaching effectiveness, and observable skill assessment. Specific citations below; full bibliography at the foot of this page.
Sales coaching consistency is strongly correlated with win rate, but most organisations report inconsistent coaching delivery.
CSO Insights / Korn Ferry's annual sales enablement studies consistently report that organisations with formalised, consistent coaching outperform those without — by meaningful margins in both win rate and quota attainment. They also report that fewer than half of frontline managers receive formal coaching training themselves.
Mastery comes from deliberate practice with observable feedback against a defined standard — not from time on task.
K. Anders Ericsson's foundational research (1993, restated in Peak, 2016) established that expert performance develops through deliberate practice — specific, feedback-rich, against an explicit standard for what good looks like. The "10,000 hours" popularisation was a misreading of this work; the active ingredient is the structure of the practice, not the volume.
Manager-rated coaching effectiveness has stayed roughly flat for a decade, while enablement spend has multiplied.
Industry tracker surveys (CSO Insights, ATD, SiriusDecisions/Forrester) consistently report manager-rated coaching effectiveness ratings in the 50–65% range across multiple consecutive years, against a backdrop of substantial growth in enablement budgets and tooling. The gap is what motivated the build.
B2B SaaS sales onboarding typically takes six to nine months to reach productivity — and has barely improved.
Industry research from Bridge Group, Sales Hacker, Salesforce State of Sales and others has reported median onboarding periods in the 6–9 month range for B2B SaaS AEs for the better part of a decade. Reducing it requires intervention at the layer where ramp actually happens — observable skill mastery — rather than methodology training.
AI-augmented sales coaching is shifting from pilot to category. The methodology questions matter as much as the model.
Gartner's "Future of Sales" research has, for several years, positioned AI-augmented coaching as one of the highest-impact emerging categories in B2B sales technology. The differentiator across vendors is increasingly the methodology — what's being measured, by whom, and with what calibration — rather than raw model capability.
Observable skill assessment beats subjective evaluation across professions — from medicine to aviation to athletics.
A consistent finding across decades of competency-based assessment research is that observable, rubric-anchored evaluation produces more reliable judgments — and more useful development feedback — than holistic subjective evaluation. The shift to standardised observation is what professionalised medicine, aviation, and elite athletics.
Reps, managers, and enablement leaders earn formal credentials by demonstrating mastery against The Mastery Standard. Credentials live on the rep's personal PeerPal portfolio, survive employer changes, and are verifiable by future employers. Currently in build alongside the ThinkWork Enterprise tier.
Rep-level mastery certification. Achieved when a rep reaches Proficient+ across the framework's required competency set and Expert on at least one competency.
Manager-level certification. Demonstrates capability to read Peer output, run a coaching cycle inside the standard, and make defensible tier-progression decisions independently.
Enablement-leader certification. Train-the-trainer credential from the ThinkWork Enterprise tier. Confers the right to certify internal operators within the leader's own org.
PeerPal is the personal career portfolio that holds a rep's mastery credentials. The PeerPal v1 scaffold is built — magic-link auth, multi-employer aggregation, only Proficient+ moments land in the portfolio. The certification badges and verifiable-credential signing layer roll out alongside the certification programme. The portfolio survives job changes — the credential travels with the rep, not the employer.
The Mastery Standard's content — the frameworks themselves, the competency taxonomy, the tier rubrics, the assessor prompts — is the firm's protected IP. This page deliberately publishes the system, not the content. The line is explicit on purpose.
The principle: teach people to read the system. Never teach them to be the system. The methodology is open because credibility lives there. The content is closed because the work lives there.