Proof, not promises.
18 production-grade PoCs — each scoped with a timeline, a price band, and the exact stack we build it on.
Invoice & Receipt AI Extraction
AP teams hand-key thousands of invoices a month with errors and lag — month-end close drags by days.
Contract & Legal Document Review
Legal teams spend hours redlining standard contracts against playbooks that exist only in senior counsel’s head.
Enterprise RAG / Knowledge Search
Employees can’t find policies, SOPs, or technical docs scattered across SharePoint, Confluence, and shared drives.
Multimodal RAG for Financial Documents
Financial PDFs contain tables, charts, and precise numbers that pure text-RAG misses — answers come back confidently wrong.
HR Onboarding Copilot
New joiners flood HR with policy questions; HR becomes the bottleneck for the first 30 days.
Sales Proposal Generator
Sales reps spend half a day assembling proposals from scattered templates, pricing sheets, and stale case studies.
Multilingual Customer Support Agent
Support volume is scaling faster than headcount; non-English markets are under-served and CSAT is sliding.
Finance Reconciliation Agent
Month-end close is clogged by manual reconciliation across bank statements, GL, AP/AR — finance owns the weekend.
Procurement & Vendor Intelligence Agent
Procurement can’t compare vendors, contracts, and pricing across siloed systems — consolidation opportunities go unseen.
Loan Origination Agent (BFSI)
Retail loan applications take days to underwrite manually — drop-off is highest in the first 24 hours.
Clinical Documentation Assistant (Healthcare)
Physicians spend ~2 hours a day on EHR documentation — burnout and quality both suffer.
Predictive Maintenance Agent (Manufacturing)
Unplanned downtime on the line costs more in a quarter than the maintenance team’s entire annual budget.
Citizen Services Multilingual Agent (Government)
Citizen calls to government services overwhelm contact centers; multilingual demand outpaces staffing.
Personalized Learning Path Agent (Education)
EdTech platforms struggle to personalize beyond surface-level recommendations — engagement drops after week 3.
Demand Forecasting Engine
Sales and operations planning runs on Excel — forecasts are stale within a week and never trusted.
Anomaly Detection / Fraud Engine
Fraud and suspicious transactions hide inside normal volume — by the time they surface, the loss is booked.
Microsoft 365 Copilot Rollout (Adoption Pilot)
The licenses are paid for, but adoption is stuck at 10% and finance is asking why.
Meeting Intelligence & Action Tracker
Decisions made in meetings get lost; action items never get followed up — execution drifts.
Don’t see your use case?
Machine learning models. Custom analytics platforms. Forecast engines. Bespoke deployments. We curate the approach, build it in your environment, transfer the code, and sustain it after go-live.
Custom ML model for credit scoring
Built on the client’s data, deployed on their Azure ML workspace, with explainability dashboards and model card.
Custom analytics platform
Semantic layer, dashboards, and natural-language query over the client’s data warehouse (Snowflake / Fabric / Synapse).
Custom domain forecast engine
Domain-specific forecasts — cement output, hospitality occupancy, hospital admissions — with what-if scenarios.
Custom data pipeline + AI layer
End-to-end MLOps: ingestion → cleaning → feature store → model serving → monitoring.
Custom multi-agent system
Beyond Copilot Studio — LangGraph, Semantic Kernel, or CrewAI orchestration with custom tools and memory.
Custom on-premise / sovereign deployment
For regulated clients who can’t use public cloud LLMs. Ollama + private models + air-gapped option.