GoRight Fleet AI Knowledge Assistant
From 45+ minutes of manual search to verified answers in seconds. Over 1,000 documents indexed, zero hallucinations, mandatory citations, and live in production.
Answers were buried across hundreds of documents.
Critical knowledge lived scattered across a large, growing document library. Finding a single reliable answer meant manually searching through files, often taking 45 minutes or more, with no guarantee the answer found was current or complete.
The team needed to ask questions in plain language and get accurate, trustworthy answers fast, with confidence that every response could be traced to a source rather than invented.
- Slow, manual search across a large document set
- No easy way to confirm an answer was current or authoritative
- Knowledge locked in files rather than accessible on demand
- Risk of generic AI tools inventing unverifiable answers
A retrieval-grounded assistant, built for trust.
Rather than generating from open-ended memory, every answer is retrieved from and anchored to the organization's own indexed documents, with citations on each response so users can verify at a glance.
Ingest & index
Documents are automatically ingested, processed, and indexed into a searchable knowledge base, 1,000+ and counting.
Ask in plain language
Users ask questions naturally, no query syntax or keyword guessing. The assistant retrieves the most relevant passages.
Get a cited answer
Responses are grounded in the source material with mandatory citations, so every answer is verifiable and trustworthy.
Capabilities at the core.
Retrieval grounding
Answers anchored to real source passages, eliminating hallucinations.
Mandatory citations
Every response links back to the document and passage it came from.
Automated indexing
Documents are processed and made searchable without manual tagging.
Natural-language queries
Ask the way you think, no syntax, keywords, or boolean operators.
Enterprise-ready
Built to run securely in production, not a proof-of-concept.
Answers in seconds
Replaces 45+ minute manual lookups with instant, cited responses.
Verified answers in seconds, in daily use.
Search time collapsed from 45+ minutes to seconds. With over a thousand documents indexed and every answer citation-backed, the assistant replaced slow manual lookups with fast, trustworthy responses, and it is live in production and in daily use.
Answer time cut from 45+ minutes to seconds
1,000+ documents indexed and searchable
Zero hallucinations, every answer cited
Deployed to production and adopted in daily work
Trust is the difference.
Faster decisions
Knowledge that took most of an hour to find is now available on demand, so people act instead of searching.
Confidence in every answer
Mandatory citations mean answers can be verified, not just trusted blindly, which is what makes AI usable for real work.
Knowledge that scales
As the document set grows, the assistant grows with it, turning a static library into a living, queryable resource.
Turn your documents into answers.
Explore how AIM builds retrieval-grounded knowledge assistants that are accurate, cited, and production-ready.