AI & Automation
Agentic AI Systems
Systems where several narrow agents handle analysis and drafting, and a person approves anything that cannot be undone. The orchestration loop is written by hand so you can answer why it did what it did.
In short
Multi-agent systems with approval gates.
What we deliver
- Narrow agents with bounded tool sets rather than one general agent
- A hand-written orchestration loop you can read and step through
- Human approval gates on every irreversible action
- Per-action audit logging, queryable after the fact
A good fit when
- One agent with thirty tools is performing worse than it should
- An agent would touch money, stock or records
- You need to reconstruct why an automated decision was made
Technologies and methods
Chosen for each project, to fit your systems and your team.
- Anthropic
- FastAPI
- PostgreSQL
How we deliver
From first conversation to production.
Four stages on every engagement, scaled to the size of the project.
- 1
Understand
Clarify the users, goals, constraints, and current systems.
- 2
Plan
Map the main components, data, and integrations before implementation.
- 3
Build
Develop and review the work in small, testable increments.
- 4
Prepare
Plan deployment, operations, documentation, and ownership.
More in AI & Automation
- AI EngineeringProduction AI systems, end to end.
- Generative AI & LLMsLanguage models wired into your systems.
- RAG & Enterprise SearchAnswers from your documents, with citations.
- AI Workflow AutomationManual work automated, every step audited.
- Intelligent Process AutomationRepetitive steps removed from daily work.
- Machine Learning & MLOpsModels trained, deployed and monitored.
- Computer VisionImages and video turned into records.
- Document IntelligenceStructured data out of unstructured files.
- Conversational & Voice AIAssistants that cite sources and refuse.
- AI Strategy & GovernanceWhat to automate, and what to keep human.
- AI EnablementYour team productive with AI tooling.
Prefer to talk it through?
A private consultation, 30 minutes with the founder, in your time zone.
Interested in Agentic AI Systems?
Tell us what you are working on. We start by understanding the problem, the people, and the systems involved.