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Solo-built products

AskVault — RAG-first knowledge retrieval (solo-built SaaS)

Solo-built product · 2024–2026 · live in production

SaaSRAG0→1Solo-built

Problem

Existing knowledge-management tools either index documents without understanding them or generate confidently wrong answers. Teams building real workflows on internal knowledge need neither — they need calibrated retrieval that says "I do not know" when the corpus does not actually contain the answer.

Approach

Built and shipped AskVault end-to-end — architecture, retrieval evaluations, cost engineering, customer-facing product. Real refusal calibration, real evals, real cost-per-query economics that hold up at production scale. Not a wrapper around someone else's primitives.

Stack

Full-stack RAG product · vector indexing · hybrid retrieval · structured prompting · refusal scoring · web UI · billing

Outcome

Live in production. Stands as proof of solo 0→1 capability — from architecture decisions to deployment to user onboarding. The kind of evidence buyers want when hiring a Fractional CTO who will own the build, not just review someone else's.

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Aru Bhardwaj

Fractional CTO architecting sovereign AI systems for startups and scale-ups across Europe. Custom ML, agentic RAG, and secure LLM infrastructure. 7+ years turning complex data into production intelligence.

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Services

  • Fractional CTO & AI Strategy
  • MVP Development & Rapid Prototyping
  • Sovereign LLM Deployment (OVHcloud, Scaleway)
  • Multi-Cloud AI (AWS Bedrock, Vertex AI, Azure)
  • RAG Pipelines & Autonomous Agents
  • GDPR & EU AI Act Compliance
  • Generative AI & Prompt Engineering
  • Machine Learning & Predictive Analytics

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© 2026 Insightrix SASU. All rights reserved.Aru Bhardwaj, Fractional CTO & AI Strategist

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