Agentic workflows
Multi-step AI agents that plan, call your tools and verify their own output before a human ever sees it.
- —Task decomposition and tool-calling design
- —Human-in-the-loop approval gates
- —Deterministic fallbacks for regulated steps
(a) Capabilities
AI automation services, built to be operated.
We take responsibility for the whole life of a system: the discovery that justifies it, the engineering that ships it, and the monitoring that keeps it honest in production.
RAG & knowledge systems
Retrieval grounded in your own documents, with citations, per-role permissions and a measured accuracy budget.
- —Document ingestion, chunking and evaluation harness
- —Row and role level access control
- —Citation-first answers for audit trails
Custom LLM applications
Fine-tuned and orchestrated models wrapped in the interfaces your teams already work in.
- —Model selection and cost benchmarking
- —Prompt and eval version control
- —Embedded copilots inside existing tools
Process automation (RPA)
Rule-based automation for the parts of a workflow where a model would be the wrong tool.
- —Legacy screen and ERP automation
- —Scheduled reconciliation and reporting jobs
- —Exception queues with clear ownership
Data engineering & MLOps
Pipelines, feature stores and deployment rails so models stay live in production, not stuck in a notebook.
- —Batch and streaming pipeline design
- —Model registry, evals and drift monitoring
- —Cost and latency dashboards
Cloud & DevSecOps
Secure, cost-capped infrastructure with the observability needed to prove the system is running.
- —Cloud migration and landing zones
- —CI/CD, IaC and secret hygiene
- —Incident response runbooks
Engagement models
Diagnose
We map the workflow, the data and the cost of doing nothing. Two weeks, one report you can act on.
Prototype
A working slice on your real data, in front of the people who will actually use it.
Integrate
Wired into your stack with guardrails, authentication and rollback baked in.
Operate
We stay on the wire: monitoring, evaluations and monthly cost reviews.