Senior time is used on first drafts
Experienced staff repeatedly prepare proposals, summaries, standard communications and internal reports.
Professional & business services
Release professional time from repeatable information work.
Hoodu helps established firms apply AI to controlled drafting, knowledge retrieval, onboarding and case administration without compromising professional accountability.
Common operational pressure
Client onboarding creates friction
Information is gathered, checked and re-entered across forms, email, CRM and document systems.
Knowledge is distributed
Precedents, policies, methods and previous work are difficult to locate and reuse consistently.
Meetings create follow-up work
Notes, actions, CRM updates and client communications are manually produced after every conversation.
Case and candidate work is repetitive
Teams repeatedly read, compare, summarise and classify similar information.
Informal AI use creates risk
Staff may use public tools without clear rules for client data, review or approved sources.
Potential first applications
Useful, controlled and close to existing work.
These are opportunity hypotheses, not promises. Suitability depends on process volume, available data, system access and the required level of human judgement.
- Client-onboarding information extraction
- Proposal and statement-of-work drafting support
- Meeting summaries, actions and CRM update preparation
- Controlled internal knowledge assistants
- Case, candidate or file summarisation
- Routine client communication drafts
- Policy and compliance checking support
- Management reporting and insight preparation
Decision makers
The first conversation belongs with the process owner.
Typical initial sponsors include the Managing Director, Managing Partner, Operations Director, Finance Director, Client Services Director or functional practice lead.
IT, data protection and security should validate implementation where required, but the economic case normally begins with the executive responsible for the process and outcome.
Control principle
AI supports accountable staff. It does not remove accountability.
High-impact outputs remain subject to human review. The pilot defines approved information sources, permitted actions, escalation conditions and the person responsible for the final decision.
Start with a process