AI Specialist Use Cases
12 task-oriented playbooks. Pick the job you need done and we pair you with the specialists that run it — each with a structured multi-stage methodology.
All use cases
Run a GDPR Compliance Audit
Generate a structured UK GDPR / EU GDPR compliance audit covering lawful basis, data inventory, DPIA triggers, transfer mechanisms, and remediation steps — graded by severity and mapped to Article references.
EU AI Act Risk Assessment
Map each of your AI systems to the EU AI Act risk tiers (prohibited, high-risk, limited-risk, minimal-risk), identify conformity obligations, and produce the documentation expected by Articles 6–15 and 52.
Plan a Product Launch
A complete launch playbook: ICP refinement, messaging hierarchy, launch-week sequencing, paid acquisition plan, PR hook, and the telemetry you need to judge week-one success.
Review a Backend Architecture
An ADR-grade architecture review covering service boundaries, data model, API surface, reliability topology, and capacity. Every finding is graded and accompanied by a specific recommendation.
Run an Incident Postmortem
A blameless postmortem report covering timeline, contributing factors, root cause, customer impact, and action items graded by severity — formatted for sharing with engineering, leadership, and customers.
Build an Outbound Sales Playbook
Produce an outbound sales playbook covering ICP firmographics, account research, sequence templates (email + call + LinkedIn), objection-handling library, and SDR ramp metrics.
Create an SEO Content Strategy
Keyword research clustered into pillar + supporting content, content briefs per target keyword, internal-link architecture, and a refresh schedule tuned for your niche and current authority.
Commission a Security Audit
Produce an audit-grade security review: threat model, control coverage matrix, attack-surface inventory, and a prioritised remediation roadmap — mapped to a recognised framework (NIST CSF, ISO 27001, CIS Controls).
Run Product Discovery
Convert research transcripts, usage data, and stakeholder input into a synthesised opportunity map, prioritised bets, and a discovery plan covering what to validate next.
Audit Paid Media Spend
Cross-channel audit of your paid media: account structure, targeting, creative performance, tracking integrity, and attribution model. Produces ranked waste, fix, and scale recommendations.
Design a Data Platform
End-to-end design for a data platform: ingestion topology, storage strategy (warehouse vs lakehouse), modelling layer, serving surfaces, governance, and team topology — tuned to your scale and maturity.
Build a Hiring Plan
Go from target org chart to an executable hiring plan: sequencing, role briefs, interview rubrics per role, ramp plans, and a budget-impact model.