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Saakshi Saggu

Associate - Chief Knowledge Keeper

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Saakshi Saggu works at the centre of NakedAI's internal intelligence and operational coherence, holding the systems that allow complex work to remain structured, traceable, and usable over time.

She joined NakedAI directly from school, following her studies at Lady Eleanor Holles, where she focused on English Literature, Psychology, and History of Art. She has since taken ownership of the firm's internal knowledge base: the single source of truth across research, transcripts, decisions, and analytical artefacts, consolidating fast-moving work into a coherent, governed environment.

Alongside this, Saakshi has contributed to the firm's record architecture: the system through which every engagement's reasoning is captured, retrieved, and reused. This work is carried out under Malcolm Maxwell's supervision as part of her architectural training, where she is developing deep familiarity with AI concepts, system logic, prompting structures, and analytical frameworks. Her role is not observational. She is embedded in the work, learning how decisions translate into architectures, how assumptions introduce risk, and how governance must be carried through systems rather than described abstractly.

Saakshi brings a particular focus on the human dimension of AI work. She looks at how people behave around new systems, where adoption breaks down, where resistance emerges, where trust holds or fails, and what unintended consequences surface once a decision is in motion. Technology fails when organisations misread how people behave around it. Her contribution is to keep that visible inside every engagement. Within the team, this is what makes her the firm's red team. She tests claims, framings, and outputs with a cold human eye, flagging where the business logic or the AI logic has missed the human one. The principals rely on her to do this honestly, even when the answer is inconvenient.

Within the firm, Saakshi is relied upon to maintain continuity across fast-moving work, to spot inconsistencies, and to surface gaps before they become structural problems. Her contribution is deliberately behind the scenes, but foundational: ensuring that NakedAI's thinking remains disciplined, cumulative, and operationally sound.

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Much of Saakshi's work sits behind the scenes, holding systems, decisions, and knowledge together while others focus on leadership and delivery. Her role is to ensure that complexity does not become noise: what is decided is captured, what is learned is retained, and what matters is not lost as work progresses.

She also serves as the firm's internal challenge, testing claims, framings, and outputs with a cold human eye, and keeping the human dimension visible inside every engagement.

What the team relies on her for

  • Owning the firm's internal knowledge base

  • Maintaining coherence across research, decisions, and delivery

  • Supporting architectural work under Malcolm Maxwell's supervision

  • Surfacing where AI or business logic has missed the human one

 

Where this matters most​

 

  • Complex, multi-threaded engagements

  • Decisions where the human response matters as much as the technical

  • Situations where clarity and traceability matter

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