Tired of the AI hype? Ship AI solutions that your CFO will defend.
Production AI systems: custom models, offline LLMs, and agentic workflows that integrate with your business securely — built by people who’ve done it before.
Our AI experts have worked with Startups, Scaleups, Government Agencies & Enterprises
Full-Stack AI Solutions
Outcomes delivered with revenue-generating data, models, agents, and deployment.
Services
Pragmatic, value-driven AI—designed, built and deployed end-to-end.
AI Strategy & Mentoring
Not all companies can be AI companies, and not all problems require AI solutions. We build roadmaps and data collection strategies that create sustainable AI pipelines to make sure that whatever gets built, actually ends up useful and sustainable over time.
Custom Traditional AI Models
When trees and linear models beat transformers, we use them. Feature engineering, cross-validation, and explainability keep them fast, predictable, and cheap. Deliverables: trained artifacts, reproducible notebooks, and monitoring hooks.
Custom LLM Development
Right-sized LLMs: RAG, fine-tunes (LoRA), or on-prem models when privacy and cost matter. We benchmark quality, latency, and token spend against baselines before shipping. You get eval sets, prompt libraries, and rollback plans.
Data & MLOps Pipelines
Reliable ingestion with schemas, lineage, tests, and backfills so models never starve. Automated orchestration, training, promotion, and one-click rollbacks with drift alerts and cost controls. Everything containerized and CI/CD-ready for your stack.
MCP Integrations & Agentic Workflows
We wire models and agents into your CRM/ERP/queues with clean connectors and (where it fits) the Model Context Protocol. Auth, rate limits, and audit trails are first-class. Small, reliable agents with clear policies, memory, and escalation paths—human-in-the-loop where risk is high.
Evaluate & Governance
We don’t ship without tests: golden sets, adversarial cases, and live A/Bs tied to business KPIs. Safety, bias, and data-leak checks are built in. You get dashboards and a living eval harness your team can run without us.
Subsense AI Playground.
If your company does not have a clear value proposition for AI then our AI Playground product is for you. The Playground is a set of tools and capabilities that allow your product and sales teams to try out AI capabilities quickly and validate which ones should be made into polished products.
Case Studies & Resources
We've worked with the world's leading AI teams for years, and delivered more high-quality data than anybody else
Zero to Hero AI implementation strategy.
EU hardware manufacturer: from zero AI to production in 3 months. Turned on data taps (Databricks), built an in-house data science team, shipped targeted agents, assigned automation ownership, and instrumented MLOps—real bottom-line impact.
Prescription Allergy Medicine Prediction.
Pharma demand forecasting: 12-month and 3-month product demand prediction, using weather, pollen data, search trends, and case data. ~30% improvement with fewer stockouts, less waste, and smoother production.
Private LLMs, RAG, and the full stack that actually makes them useful
Private LLM/VLM stack with access control-aware RAG, connectors, auth, observability, evals, and cost controls—secure, grounded, and cost‑efficient for enterprise use.
Work at Subsense AI
We’re a small, senior team shipping production AI. If you love pragmatic engineering and measurable outcomes, let’s talk.
Get in touchTalk to an AI professional.
Whether you have a specific project in mind or are curious about how AI can benefit you, we're here to help.
Contact us today to explore customized AI solutions designed to drive your business forward.