AI & automation
AI & Automation Solutions to Streamline Your Business
We build practical AI solutions that automate repetitive tasks, improve decision-making, and enhance user experiences. From AI-powered assistants and recommendation helpers to custom models where data supports it, we help you use AI where it actually matters.
Practical use cases
- Support deflection with grounded knowledge bots
- Document summarization for operations teams
- Lead scoring and routing automation
- ETL + alerting for anomalies
What we build
LLM applications with retrieval, workflow orchestration (including human-in-the-loop), integrations with CRMs and helpdesks, and lightweight ML models when you have labeled data worth training on.
Our approach to data & privacy
Data minimization, role-based access, audit logs, and vendor choices that match your compliance posture. We document what leaves your perimeter and how prompts are retained—or not.
Tech stack
Python and TypeScript services, vector databases when retrieval quality demands it, OpenAI/Anthropic/Azure models depending on residency needs, and your existing APIs as the source of truth.
Example projects
Internal “ask the handbook” copilots, invoice extraction pipelines, and customer-facing assistants with escalation paths to humans—each scoped with evaluation sets before wide release.
FAQs
- Do we need proprietary data?
- Helpful for fine-tuning, not always required. Many wins come from retrieval over your docs plus careful prompting.
- How do you prevent hallucinations?
- Grounding, citation requirements, human review for high-risk answers, and monitoring in production.
- Can this run on-prem?
- Sometimes—depends on model choice and latency. We map tradeoffs clearly.