Specialist workforce · capability directory
Explore the disciplines behind a product mission. A role in the catalogue is not a guarantee that an autonomous agent is live.
12 navigation groups organise the existing 15 registry departments without changing execution rules. Foresight and analytics use the current PSI catalogue. Availability below is catalogue status; runtime also depends on configured providers, tools and permissions.
150 of 150 roles
Coordinates the mission, maintains the executive summary and surfaces blockers and decisions requiring user attention.
coordinated agent workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Converts vague requests into a problem statement, desired outcome, constraints and unresolved questions.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Develops strategic options, trade-offs, assumptions and recommended direction.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Structures alternatives, evaluation criteria and decision rationale into a decision record.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Organises multiple projects, dependencies, priorities and portfolio-level status.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Ranks work against agreed value, effort, risk and urgency criteria.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Identifies material delivery, commercial, operational and technical risks with proposed mitigations.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Recommends appropriate capabilities, budgets and execution capacity for planned work.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Identifies stakeholder interests, conflicting requirements and decisions needing alignment.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Produces concise status reports, decisions, risks, milestones and outstanding actions.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines research questions, methods, scope, source requirements and completion criteria.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Collects relevant online material and returns source-linked findings.
tool using specialist
Wave 1 stub wired into deterministic Command Centre planner/executor.
Synthesises academic and technical literature with citations and identified evidence gaps.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Compares competitors' documented offerings, positioning, features and publicly available evidence.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Investigates market segments, trends, demand indicators and available market evidence.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Synthesises supplied interviews, surveys, feedback and behavioural evidence without inventing customer input.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Collects authorised data, validates its structure and documents provenance and missing values.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Checks whether evidence is authentic, relevant, sufficiently current and suitable for the intended claim.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Identifies material factual claims and checks them against available reliable sources.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Combines findings into a structured report, separating facts, interpretations and assumptions.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Identifies user problems, hypotheses, discovery questions and validation opportunities.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Develops product positioning, target users, value propositions and strategic choices.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Produces structured product requirements, scope, constraints and release criteria.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Converts stakeholder needs into traceable functional and non-functional requirements.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Creates dependency-aware product roadmaps with milestones and assumptions.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Compares feature opportunities using explicit prioritisation criteria.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Writes user stories with actors, objectives, context and expected outcomes.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines observable conditions for determining whether requirements are satisfied.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines product metrics and analyses supplied product usage data.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Produces launch plans, readiness criteria, stakeholder responsibilities and follow-up metrics.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Plans and synthesises user research based on genuine observations and supplied evidence.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Maps user goals, actions, touchpoints, friction and potential improvements.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Structures navigation, content hierarchy and information relationships.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Produces interface copy, instructions, labels, errors and onboarding text.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Creates wireframes or implementation-ready layout specifications.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Defines screen layouts, visual hierarchy, components and interaction states.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines reusable design tokens, components, variants and usage rules.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Identifies accessibility barriers and recommends improvements against defined standards.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Evaluates observed usability evidence or performs clearly labelled heuristic reviews.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Checks visual and interaction consistency against approved designs and requirements.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Produces architecture decisions, component boundaries, dependencies and trade-offs.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Implements client-side interfaces and interaction behaviour.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Implements server-side business logic, APIs and application services.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Implements coordinated frontend and backend changes for bounded features.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Designs and implements API contracts, validation, errors and compatibility behaviour.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Designs schemas, queries, indexes, migrations and integrity constraints.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Connects approved external services and validates integration behaviour.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Improves code structure while preserving required behaviour and passing regression checks.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Reviews changes for correctness, maintainability, security concerns and requirement coverage.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Documents architecture, APIs, setup, operational procedures and implementation decisions.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines AI system architecture, model choices, dependencies and evaluation strategy.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Implements bounded LLM workflows, structured generation and model integrations.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Implements retrieval-augmented generation with source retrieval and citation traceability.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Implements tool-using agent workflows, state handling and bounded delegation.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Designs data pipelines, transformations, validation and lineage.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Analyses authorised datasets and produces reproducible summaries or visualisations.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Develops and evaluates suitable predictive or classification models when justified by data.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Runs defined model evaluations and reports performance, limitations and regressions.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Structures entities and relationships with provenance and schema validation.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Investigates latency, quality and cost trade-offs using measured results.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Reviews trust boundaries, security architecture and defence-in-depth requirements.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Produces threat models, attack scenarios and proposed mitigations.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Reviews application code and configuration for security weaknesses.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Performs authorised vulnerability checks and reports reproducible findings.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Reviews data flows, minimisation, retention and privacy control requirements.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Reviews authentication, authorisation, roles and permission boundaries.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Assesses model behaviour, misuse risks, prompt injection and failure modes.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Maps supplied requirements to relevant controls and identifies gaps requiring expert review.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Organises incident evidence, containment steps and recovery actions under authorised procedures.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Consolidates security findings and determines whether release criteria have been met.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines test scope, risk coverage, test levels and exit criteria.
model workflow
Wave 1 stub wired into deterministic Command Centre planner/executor.
Creates or executes unit tests for defined software behaviour.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Tests interactions between services, databases and integrations.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Validates complete user journeys against agreed expected outcomes.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Detects unintended changes to previously supported behaviour.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Measures performance against defined workloads and thresholds.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Executes available automated and manual accessibility checks.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Evaluates AI outputs against labelled datasets, rubrics and task-specific acceptance tests.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Groups failures, assesses severity and proposes reproducible defect records.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Consolidates test evidence, unresolved defects, risks and release-gate status.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Designs cloud resources, trust boundaries and deployment topology.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines development-to-operations workflows and automation.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Implements and maintains build, test and deployment pipelines.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Produces reviewable infrastructure definitions and configuration changes.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Supports database operations, migration execution and recovery procedures.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines logs, metrics, traces, dashboards and alerts.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Assesses service reliability, failure handling and operational readiness.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Prepares and executes authorised deployments with explicit release gates.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Defines recovery procedures and evaluates backup and restoration readiness.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Identifies infrastructure cost drivers and proposes measured optimisations.
model workflow
Catalogue entry only — not operational. Do not present as available for missions.
Scans releases, papers and repositories for technologies relevant to the product and records source, date and relevance.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Tracks model, agent and tooling research and summarises what changed and why it matters for the product.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Distinguishes laboratory results from reproducible prototypes and production-ready capabilities.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Maps patent activity and freedom-to-operate questions that need expert review.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Assesses open-source project health, licensing, maintenance and adoption signals.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Monitors evolving technical standards and their implications for product architecture.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Scores technologies on maturity, cost, security, integration difficulty and evidence quality.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Finds useful combinations of technologies that solve user problems better than current approaches.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Builds plausible future scenarios and stress-tests the roadmap against them.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Translates foresight into adopt / experiment / monitor / defer / reject recommendations with costs and evidence.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Defines target audiences, value propositions, differentiation and messaging hypotheses.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Develops brand architecture, identity principles and communication guidelines.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Creates content themes, editorial plans and distribution priorities.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Audits discoverability and proposes search optimisation improvements.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Produces channel-specific content and publishing recommendations.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Defines campaign objectives, audiences, assets, schedules and measures.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Identifies and prioritises conversion improvements using available evidence.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Designs experiments with hypotheses, success metrics and stopping rules.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Analyses authorised campaign and funnel data.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Designs and configures approved marketing automation workflows.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Identifies potential prospects from permitted sources and records provenance.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Evaluates prospects against explicit qualification criteria.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Summarises relevant, appropriately sourced account information.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Develops sales approaches, qualification plans and opportunity strategies.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Drafts proposals from approved scope, pricing and customer requirements.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Maps requests for proposal to documented capabilities, evidence and gaps.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Updates authorised CRM records and validates data quality.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Analyses supplied pipeline data and documents forecasting assumptions.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Organises onboarding, adoption, feedback and renewal support.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Researches partnership opportunities and drafts proposals or outreach for approval.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Defines the analytics model, metrics layer and dashboards for product health.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Specifies tracking events, properties and privacy-safe instrumentation plans.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Analyses conversion funnels and identifies the largest drop-off opportunities.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Analyses cohorts and retention drivers and proposes retention experiments.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Designs experiments with hypotheses, sample sizes and success thresholds.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Synthesises customer feedback into themes linked to evidence and roadmap items.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Monitors product performance against targets and flags regressions.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Turns incidents and defects into root causes and preventive actions.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Re-prioritises the roadmap using measured outcomes and evidence.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Recommends the next validated product improvements and their sequencing.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Builds transparent financial models from specified assumptions and supplied data.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Creates budgets, scenarios, allocations and variance reports.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Calculates unit economics and identifies key drivers of contribution margin.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Evaluates pricing options and produces testable pricing hypotheses.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Structures customer value, revenue streams, costs and business model assumptions.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Summarises contract clauses, obligations and questions for qualified legal review.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Researches relevant regulatory requirements and records authoritative sources and uncertainty.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Maps risks to proposed controls, owners and evidence requirements.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Compares supplied vendor information and prepares procurement assessments.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Drafts policies, decision records, control descriptions and governance documentation.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Classifies the request and routes it to a supported mission workflow.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Produces the execution plan, deliverables, task dependencies and proposed team.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Breaks approved work into bounded, testable tasks.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Matches tasks to registered capabilities, tools and evaluation history.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Selects relevant project context and prepares task-specific context packages.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Identifies prerequisites and coordinates execution order and parallel work.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Detects incompatible outputs or decisions and presents options for resolution.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Detects stalled tasks, repeated failures and unexpected status transitions.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Forecasts usage and recommends cost-aware execution plans within enforced limits.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Analyses capability performance using measured outcomes, evaluations and customer feedback.
tool using specialist
Catalogue entry only — not operational. Do not present as available for missions.
Example mission · Improve onboarding
Follow the direction of a judgement through the team. This is an illustrative workflow, not a running customer mission.
Research Planning → Web Research → Evidence Verification
Research Synthesis sends the evidence brief to Product Discovery.
Missing evidence stays visible; synthetic interviews do not count as customer evidence.