Use cases
A selection of the problems we solve and the systems we put in place. Every engagement is tailored to your data, your workflows and your goals.
Generative AI/01
Enterprise Knowledge Copilot
Professional Services
- Challenge
- Staff spend hours searching scattered policies, contracts and wikis for answers that already exist.
- What we build
- A secure RAG assistant connected to SharePoint, Google Drive and internal databases that answers questions with source citations and respects user permissions.
RAGpgvectorClaudeNext.js
Conversational AI/02
Omnichannel Support Agent
BPO & Customer Experience
- Challenge
- High ticket volumes across chat, email and WhatsApp lead to slow responses and agent burnout.
- What we build
- An AI agent that resolves routine requests, drafts replies for complex ones and escalates to humans with full context — in English, Filipino and Taglish.
LLM agentsWhatsApp APIZendeskPython
Computer Vision/03
Intelligent Document Processing
Financial Services
- Challenge
- Loan and claims teams manually key data from IDs, invoices and forms, causing delays and errors.
- What we build
- A vision + LLM pipeline that classifies documents, extracts fields, validates them against business rules and routes exceptions for review.
Vision LLMsOCRAWSFastAPI
Machine Learning/04
Demand Forecasting Engine
Retail & E-commerce
- Challenge
- Stock-outs and overstock across branches tie up cash and lose sales.
- What we build
- Store- and SKU-level forecasting models with promotions, seasonality and holidays built in, surfaced in a planner-friendly dashboard.
XGBoostDatabricksdbtPower BI
Computer Vision/05
Edge Visual Quality Inspection
Manufacturing
- Challenge
- Manual line inspection is inconsistent and can't keep up with production speed.
- What we build
- Camera-based defect detection running on edge devices, flagging defects in real time and logging every decision for traceability.
YOLOTensorRTNVIDIA JetsonMQTT
AI Agents/06
Back-Office Automation Agents
Logistics
- Challenge
- Order updates, invoice matching and status emails consume entire teams every day.
- What we build
- A set of tool-using agents that reconcile documents, update the ERP and notify customers — with human approval on anything high-risk.
Agent SDKMCPERP APIsTemporal
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