DeployOneContext
Multi-modal RAG
Permissioned reasoning across documents, images, audio and video with citations inherited from the source system.
What it does
- Text, audio, image and video in one permissioned retrieval layer
- Answers carry citations inherited from the source system
- Cross-format pattern and anomaly detection
- Proven in high-sensitivity environments including defence
In production for technical catalogues, CCTV analysis and claims imagery.
At Kajaria
Technical specs, SOPs, price circulars and claim photos, answerable in one question.
In numbers
4
Modalities
Cross-format
Retrieval
Always
Citations
Where it lands
The Kajaria brands this product serves
The work
7 applications delivered by DeployOneContext
Each application names the operating metric it is built to move. That target is baselined against Kajaria\u2019s own data before any value is claimed.
| Application | Business | Target to baseline | Horizon |
|---|---|---|---|
Tile Brain (Company Memory) One permissioned assistant over price circulars, product specs, technical notes, schemes and contracts — answers with citations. | tiles | Hours of internal search removed per person per week | 3-6 months |
Specifier Knowledge Assistant Answers architects' technical questions — slip rating, thickness, load, installation — instantly, with documents cited. | eternity | Technical support load down 60% | 0-90 days |
Failure-Mode Intelligence Reads every service note, warranty claim and review to tell engineering exactly which component fails, where and why. | kerovit | Warranty cost down 15-20% | 6-12 months |
Claim Root-Cause Analyser Reads photos, site notes and batch data to separate tile faults from installation faults, definitively. | adhesives | Wrongly attributed claims down 50% | 6-12 months |
Training Certification Assistant Runs applicator certification in local languages with assessments and digital credentials. | adhesives | Certified applicator base up 5x | 3-6 months |
Shade Consistency Engine Correlates body, glaze and firing parameters to shade drift so lots match across plants and months. | manufacturing | Shade complaints down 40% | 6-12 months |
Plant Knowledge Assistant Every SOP, recipe, maintenance log and incident report answerable in one question, in Hindi or Telugu. | manufacturing | Fault resolution time down 35% | 0-90 days |
Reference
Closest customers to Kajaria's shape
Dealer-channel manufacturer, same distribution shape as Kajaria
Water heaters sold through plumbers and retail — Kerovit's exact channel
Multi-store retail intelligence and brand hub
Rest of the shelf