OneSearch. The Knowledge Layer for Your
Entire Organization.
A single, unified interface to command the data living in your existing tools, transforming scattered information into actionable insights.
Why Enterprise Search Still Fails
Despite advances in AI, most enterprise search systems still fail to deliver accurate, current, and trustworthy answers at scale.
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$4.5M Annual waste on failed knowledge mgmt
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2.5 hrs Lost per employee/day searching
Too much noise
Duplicate files, conflicting versions, and irrelevant results bury what matters. Teams waste time searching instead of acting.
Outdated answers
Static wiki pages and legacy documents remain searchable long after policies change, increasing confusion and compliance risk.
Confident but wrong
When retrieval is incomplete, AI systems generate answers that sound confident but cannot be verified, eroding trust.
Overview
OneSearch
OneSearch turns fragmented enterprise knowledge into direct, verified answers grounded in real context.
No link lists. No guesswork. Just answers teams can act on.
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Relevant answers, every time Understands intent and business context, not just keywords.
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Grounded in real source material Every answer is tied directly to your internal documents and systems.
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Permission-aware by design Results respect real-time access controls, no access, no results.
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Clear citations and traceability One-click access to original sources for verification and audit.
Always Up to Date
OneSearch actively monitors your connected data sources for change.
When a new ticket is created, a document is updated, or a page is deleted, OneSearch immediately reflects that change in its answers.
This ensures users are never working with stale, outdated, or deleted information.
What Makes OneSearch Different
OneSearch is built to understand context and deliver facts teams can rely on.
01.
Understands relationships, not keywords
Connects information across documents, systems, and conversations to preserve real business context.
02.
Filters relevance before answering
Identifies what truly matters for each question, keeping noise out of the model.
03.
Verifies answers before delivery
Checks every response against source material to prevent hallucinations and guesswork.
04.
Gives control back to the user
Unlike traditional chatbots, OneSearch allows users to filter answers by data source, author, and file creation or update date. Users control the scope of information before and after an answer is generated.
How It Works
From fragmented data to clear, verified answers in five secure steps.
01
Connect sources
Securely integrate Drive, Confluence, SharePoint, and Slack via API.
02
Understand context
Preserve meaningful relationships across documents, users, & topics.
03
Filter relevance
Narrow down to only the most relevant information for each question.
04
Generate & verify
Draft answers grounded in sources and automatically check for accuracy.
05
Serve answers
Concise, actionable answers where teams collaborate and execute.
90%
Context recall
<0.5%
Hallucination rate
95%
Answer accuracy
14-day
Deployment
12:1
ROI
Where OneSearch Helps Teams
Transforming how every department accesses intelligence.
Sales & Revenue
Pre-call Intelligence
Reps get instant answers on pricing, competitor positioning, and case studies without digging through folders.
✓ Instant competitor comparisons
✓ Verified pricing models
RFP & Compliance
Grounded Provenance
Accelerate questionnaires with answers backed by direct citations to policies and certifications.
✓ Traceable source citations
✓ Automatically reflects policy updates
Company-wide Search
Trusted Knowledge
Stop the shoulder-tapping. Give every employee a single source of truth for HR policies, IT troubleshooting, and onboarding.
✓ Unified search across apps
✓ Fewer internal support requests
Also used by:
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Security
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Customer Support
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Engineering
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Operations
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Finance
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Security
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Customer Support
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Engineering
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Operations
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Finance
Any team that relies on accurate, current information.
Connects with 50+ Enterprise Sources
Securely index data from the tools your teams use every day. OneSearch respects native permissions from day one.
And more…
Testimonials
Listen to the Voices That Trust Us
Nand AI's Magus capabilities ensure consistent quality. For RFI/RFPs, their context relevance technology effectively addresses a critical challenge: accessing and utilizing constantly evolving company information scattered across documents and subject matter experts.
R Srikanth
Since onboarding Nand AI's Magus, our average sales cycle is 30+ days shorter. With instant solution configuration (work that used to take over a month), we saw a 50% revenue increase this quarter.
Praveen N
Nand AI is a core tool for our Marketing and Business Development teams, enabling fast, accurate searches across firm content for RFPs and client inquiries. It improves turnaround time while keeping firm messaging consistent. By surfacing reliable institutional knowledge and context, it also strengthens collaboration with attorneys around client needs and new opportunities. Overall, Nand AI supports better decision-making, communication, and cross-functional alignment across the firm.
Brandon E. LulisExperience OneSearch with your data.
Book a personalized demo to see how OneSearch delivers accurate, permission-aware, and verifiable answers inside your workflow.
Using Nand AI has transformed how we work. It’s streamlined our workflows and delivered consistently high-precision results across data analysis and automation. Whether we’re generating insights or handling repetitive tasks, Magus adapts effortlessly to our needs - delivering both accuracy and speed. Its intuitive interface and powerful capabilities have made it an indispensable part of our daily operations.
Hiren Patel Principal Product Manager, Microsoft