Our Expertise
AI &
Automation.
Pragmatic AI to solve real business problems. We build intelligent systems that augment your team and automate the work that shouldn't be manual.
The AI Spectrum
Not every problem needs a large language model. We help you place your challenge on the intelligence spectrum — then pick the simplest tool that solves it.
Form → CRM Pipeline
Webhook chains that route form submissions into your CRM with zero manual entry.
Webhook chains + n8n/ZapierInvoice Data Extraction
Structured data pulled from unstructured documents with high accuracy.
Vision API + structured parsingSmart Product Import
Auto-maps CSV columns to product schema — enabling 2000+ bulk imports in seconds. Live in ZigraOps.
Gemini 2.5 Flash column mappingConversational Support
Context-aware assistants that query your knowledge base and take actions on behalf of users.
LLM + RAG + tool callingAI Code Review Agent
Multi-step reasoning over an entire codebase to surface bugs, suggest refactors, and enforce standards.
Multi-step reasoning + codebase contextHow We Build AI
Three phases. No hand-waving. Each one earns its place or we stop and save your money.
UNDERSTAND
We start by asking: should this even be AI? Most automation doesn’t need machine learning. We identify where intelligence genuinely moves the needle vs. where a well-designed workflow suffices.
PROTOTYPE
Fast, ugly, functional. We wire up the AI pipeline in days — not months. Real data, real prompts, real edge cases. If it doesn’t work at small scale, it won’t work at large scale.
PRODUCTIONIZE
The gap between a demo and a production system is where most AI projects die. We handle rate limiting, fallback strategies, cost monitoring, prompt versioning, and evaluation pipelines.
What We Build
AI capabilities we ship into production — not slide decks. Each one battle-tested with real traffic and real edge cases.
LLM Integration & AI Agents
We integrate OpenAI, Anthropic, and Google’s models into production applications. Multi-step reasoning, tool calling, structured outputs, and guard rails that prevent hallucination from reaching users.
Intelligent Workflow Automation
Replace manual processes with event-driven automation. From lead qualification to invoice processing.
AI-Powered Product Features
Search that understands intent. Recommendations that improve with usage. Summaries that save hours. We build AI features that users actually notice.
ML Pipelines & Data Processing
ETL pipelines, feature stores, model serving infrastructure.
Conversational AI & Chatbots
Not dumb chatbots. Context-aware assistants with memory, personality, and access to your business data via RAG and tool calling.
AI Strategy & Consulting
Not sure where to start? We audit your workflows, identify AI opportunities, and build a roadmap.