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South Africa
6+ years of experience
Shraddha Neerputh is a data and AI leader exploring the frontier between cognition and computation. As CEO of Watts Connected, she designs practical AI systems and experiments with agentic architectures that mimic awareness. A multi–hackathon winner and advocate for responsible innovation, she investigates how large language models display self-referential and introspective behaviour. Her work bridges engineering precision with critical inquiry—challenging assumptions about when artificial intelligence begins to know itself.

CloudFXi is a quiet sentinel engineered for the era of unpredictable cloud economics — a digital guardian that stands between your budget and the chaos of runaway compute. You set a fixed USD cap for a defined window — often a volatile 72-hour surge — and CloudFXi locks that number in stone. It doesn’t negotiate, doesn’t blink, doesn’t sleep. It simply watches. The moment protection begins, the system starts ingesting charges from AWS, Azure, and GCP in real time. Every event — from a sudden spike in ephemeral storage to an unexpected burst of GPU clusters — is tracked and converted to USD using the exact forex rate at the moment the charge hits. No averages. No batch jobs. No soft approximations. Pure, timestamped truth. As spend accumulates, CloudFXi continuously compares your total cost against your cap. If the inevitable happens — if your architecture surges, if your autoscaling misbehaves, if a marketing campaign triggers a storm your team didn’t anticipate — and your spend crosses the cap, CloudFXi acts instantly. No forms. No waiting. No bureaucracy. The breach triggers an automated payout, wiring the overage directly to you in USD within 24 hours. This is micro-hedging for modern cloud infrastructure — clean, fast, and fiercely transparent. The premium is simple: 22–35% of the cap, paid upfront in ZAR or USD. In return, you gain a buffer against financial volatility, an always-on watcher, and the one form of cloud insurance that doesn’t feel like paperwork — it feels like a force field. CloudFXi eliminates the spreadsheets, the alarms, the late-night war rooms. It turns financial uncertainty into a controlled boundary. A single, unwavering line your cloud cannot cross without compensating you. A guardian, not a gamble. A promise, not a prediction. A shield built for the architects of scale.
23 Nov 2025

This system is a multimodal, multi-agent organisational intelligence engine built to give leadership a holistic, data-driven view of the company’s true condition. By ingesting diverse company inputs—documents, spreadsheets, emails, transcripts, call audio, images, reports, and policy files—it constructs a unified snapshot of organisational reality that is far richer than any single data stream. Specialised agents analyse this snapshot through distinct strategic lenses: financial stability, competitive pressure, risk–reward balance, macro-environmental forces, and stakeholder alignment. Each agent produces a justified, traceable assessment grounded directly in the ingested data. These outputs are synthesised into a coherent, board-ready overview that identifies strengths, vulnerabilities, emerging opportunities, cultural dynamics, and systemic risks. Every conclusion is explainable, auditable, and consistent, making the insights useful for executives, auditors, and governance bodies. The multimodal layer expands organisational awareness by capturing signals that traditional dashboards miss—sentiment from call recordings, behavioural patterns in communications, cultural clues in text corpora, operational risks revealed in images or scanned documents, and trends hidden within unstructured sources. By integrating these signals, the system becomes an always-on organisational diagnostic tool. Its core applications include organisational health scans, governance and compliance oversight, strategic planning, project and portfolio prioritisation, operational risk discovery, cultural and change readiness assessments, automated reporting, and reconstruction of institutional memory. Ultimately, it acts as a continuous, multimodal intelligence layer that strengthens decision-making, reduces uncertainty, and aligns leadership around a single source of truth derived directly from the company’s own data.
19 Nov 2025