R&D archive search time
Duplicate research
Faster IP searches
At HPCL R&D division
AI That Accelerates Innovation
Four research intelligence agents that unlock institutional knowledge, prevent wasted effort, and surface opportunities faster.
R&D Research Intelligence
Archive Search & Knowledge Access
RAG system indexing years of R&D archives - experiment reports, technical findings, and papers - making institutional knowledge searchable in plain language in seconds.
- Years of R&D archives indexed instantly
- Semantic cross-project search
- Duplicate research prevention
- Live at HPCL's R&D division
Patent & IP Search AI
Freedom-to-Operate & Landscape Analysis
Global patent search in plain language - prior art, competitor IP landscape, and freedom-to-operate analysis without manual legal research.
- USPTO, EPO, JPO, WIPO search
- Plain language IP queries
- Prior art and competitor analysis
- 70% reduction in legal search time
Technology Scouting Agent
Continuous Innovation Monitoring
Automated monitoring of academic publications, patent filings, startup activity, and tech news - surfacing emerging technologies and collaboration opportunities on schedule.
- Academic & patent monitoring
- Competitor IP activity alerts
- Structured scouting reports
- No manual literature review
Research Acceleration AI
Experiment-to-Insight Pipeline
AI that accelerates the path from experiment to insight - structuring findings, identifying patterns across experiments, and surfacing actionable recommendations.
- Experiment data structuring
- Cross-experiment pattern detection
- Automated research summaries
- Faster path to commercialization
From Archive to Insight - In Days, Not Years
Archive Indexed
All R&D documents, experiment reports, papers, and legacy scans indexed via RAG - with semantic understanding, not just keyword matching.
Researcher Queries
Researcher describes their question in plain language - the system understands scientific context, terminology synonyms, and cross-project relevance.
Semantic Retrieval
RAG engine searches across the full archive, surfaces the most relevant findings, and generates a structured synthesis - not a list of documents.
Duplicate Flagged
If a similar experiment is planned or underway elsewhere in the organization, an alert is generated automatically - preventing wasted research cycles.
Innovation, Measurably Faster
Archive search time
Faster IP searches
Duplicate experiments
HPCL R&D deployment
"Complete internal R&D archive accessible through natural language - surfacing overlooked knowledge that was previously buried. Researchers find past work in seconds instead of days."
Production Deployments at Scale
Hindustan Petroleum Corporation
14+ AI Solutions Across Refinery, HR, Supply Chain & Safety
India's largest enterprise AI rollout in the public sector — 14+ solutions live across refinery, HR, supply chain, commercial, and safety at HPCL.
- Plant GPT, CAPEX AI, Field AI across refinery ops
- HR GPT serving 60,000+ employees company-wide
- Stock Reconciliation AI — 100% daily violation detection
- Fleet Safety Monitor — <20 min exception response
- Full on-premise deployment, zero data leaves perimeter
Why Research Teams Choose Fluid AI.
Production-grade AI built for the institutional complexity, IP sensitivity, and innovation pace that R&D organizations demand.
Decades of Archives, Instantly Accessible
RAG indexing across experiment reports, technical papers, and legacy scans - including OCR-processed historical documents. Semantic search, not keyword matching.
Duplicate Research Prevention
Cross-project semantic matching surfaces overlapping experiments before they begin. Researchers see related work from other teams even if different terminology was used.
IP-Safe Architecture
All R&D intelligence runs within your infrastructure. Patent data, proprietary findings, and experiment details never exposed to external APIs or cloud processing.