Technology Stack
Inside Nesika’s 10 M‑SKU Intelligence Engine.
Sub‑second answers. Ten‑minute refresh cycles. Global compliance. Peek under the hood.
Explore the API →Interactive Stack Walk‑Through
Collection Fleet
Cloud‑native crawlers, everywhere
AI Match Engine
LLM + CV ensemble hits 99 % precision
Data Vault
Lakehouse built on Apache Iceberg
Conversational LLM Layer
Talk to billions of rows, instantly
Delivery & Integration
APIs, Shares, Webhooks
Cloud‑native crawlers, everywhere
Thousands of headless collectors span 21 edge regions, pulling >80 GB raw HTML per hour with auto‑rotate IP & captcha bypass. Adaptive throttle guarantees <2 % block rate.
Model Zoo
Latency (p95): 92 ms
Accuracy: 99.1 % F‑score
Latency (p95): 71 ms
Accuracy: 97.4 % precision
Latency (p95): 68 ms
Accuracy: ±1 rank vs ground‑truth
Latency (p95): 83 ms
Accuracy: 95 % recall
Latency (p95): 240 ms
Accuracy: 93 % answer correctness (human eval)
Latency (p95): 102 ms
Accuracy: MAE 1.7 %
Service‑Level Assurances
| Endpoint | Uptime SLO | Data Freshness | Max Response (p95) |
|---|---|---|---|
| /match | 99.9 % | ≤10 min | 500 ms |
| /price‑pulse | 99.9 % | ≤10 min | 600 ms |
| /shelf | 99.9 % | ≤30 min | 600 ms |
| /chat | 99.5 % | Live | 800 ms |
| Snowflake Share | 99.9 % | ≤15 min | N/A |
All SLAs backed by contractual credits. See Master Subscription Agreement.
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