Industries we serve
We've built this exact workflow before
Because we've worked across these sectors, we usually skip the long "discovery" phase, we already know where the quick wins are, and where the traps are hiding.
E-commerce & Retail
More sales, fewer spreadsheets
Common pain points
Inventory forecasting guessworkProduct catalog bloatManual customer supportSlow post-purchase resolution
Where we help
- →Demand forecasting agents that trim dead stock by 20%+
- →AI product-description generation in local languages (Bahasa, Tagalog, Thai)
- →Customer service AI that deflects 40-60% of tickets
- →Automated order tracking, returns, and refund resolution without human touch
B2B SaaS
Ship AI features your competitors can't
Common pain points
Roadmap backlog of AI featuresCan't hire senior AI engineersRAG demos that fail in productionEval and safety gaps
Where we help
- →Embedded AI FDE shipping customer-facing features every sprint
- →Production-grade RAG with evals, caching, and cost controls
- →AI-powered onboarding that boosts activation 20%+
- →Semantic search across your users' own data
Professional Services
Billable hours, unlocked
Common pain points
Partners doing associate-level researchProposal writing overheadDocument review bottleneckKnowledge siloed in individuals
Where we help
- →AI research assistants that draft the first 60% of any memo
- →Automated proposal generation from client briefs
- →Contract and document review AI with citation and red-line
- →Firm-wide knowledge agent over your past engagements
Logistics & Supply Chain
Routes, inventory, and paperwork, all handled
Common pain points
Manual tracking updatesInventory reconciliationCustoms and invoice data entryDelay prediction
Where we help
- →Shipment-delay prediction agents that alert customers before they ask
- →Auto-reconciliation of POs, invoices, and receiving
- →OCR + AI extraction for customs docs, BOLs, packing lists
- →Route optimization and load-planning agents
Healthcare & Clinics
Less admin, more care
Common pain points
Scheduling overheadClinical documentation burdenInsurance pre-authPatient follow-up
Where we help
- →AI scribes that draft clinical notes from consult audio
- →Insurance pre-authorization automation with payer-specific logic
- →Patient-friendly appointment reminders and follow-up via WhatsApp
- →HIPAA and PDPA-compliant AI deployed on-prem or in a sovereign cloud
Education & Training
Personalized learning, without the overhead
Common pain points
One-size-fits-all contentGrading bottleneckEnrollment adminStudent support load
Where we help
- →AI tutors aligned to your curriculum and language
- →Auto-grading for short-answer and essay assessments with rubric control
- →Enrollment chatbots that handle 80% of FAQs
- →Learning-path personalization for each student