Ask ABCD AI
Integrate intelligence directly into your product workflows: automated lead qualification, document intelligence, and smart retrieval systems.
AI is most valuable when it automates repetitive, high-volume tasks that drain your team's time. We build production-grade AI pipelines using Google Gemini and Groq through the Vercel AI SDK: structured JSON extraction from unstructured documents, autonomous lead qualification bots, semantic search over your knowledge base, and scheduled AI agents that trigger on business events. We treat reliability as the primary design constraint — every pipeline has deterministic fallbacks, Zod-validated structured outputs, and cost controls built in for predictable performance and predictable bills.
Google Gemini & Groq LLM API integration
Autonomous lead parsing & qualification pipelines
Document extraction & structured JSON ingestion
Vector search & semantic retrieval systems
Workflow automation & scheduled AI agents
Technologies Used
AI Feasibility & Prompt Engineering Architecture
API Pipeline & Streaming Integration
Guardrails, Error Handling & Fallback Design
Production Deployment & Token Cost Optimization
FAQ
Everything you need to know before getting started with this service.
Have another question? Contact usWe deploy fast, cost-efficient models (e.g. Gemini 2.5 Flash / Groq Llama 3) with structured output caching and response memoization to keep latency under 800ms and costs predictable at scale.
Yes. We build integration layers using webhooks, REST APIs, and Zapier-compatible event emitters so AI outputs flow directly into your existing tools without requiring a separate login.
Every pipeline includes a Zod-validated output schema. If the model returns malformed or out-of-range data, the fallback handler gracefully degrades to a rule-based default and alerts your team — the system never silently fails.
No. We configure all API calls with data-retention opt-outs where available (Google Cloud, Groq enterprise terms). Your data is used solely for inference and is never included in model fine-tuning or training datasets.
Whether you need a full SaaS MVP, an enterprise portal, or dedicated sprint capacity, we are ready to engineer your vision.
Direct founder consultation • Strict NDA included • No sales pressure