AI services
We build AI agents and workflow automation systems that take on the repetitive operational work. By combining language models with custom backend integration, we turn artificial intelligence into something your team can actually run.
What we build
AI systems designed to execute multi-step business processes independently. From processing documents and triaging customer support tickets to managing internal workflows, agents reduce manual effort and remove operational bottlenecks.
Enterprise assistants grounded in your internal documentation, knowledge bases and databases. Teams can query proprietary data with citations back to the source, under access controls that match the permissions they already have.
Environments where specialised agents collaborate — passing data, calling tools and verifying each other’s output — to handle work like research, lead scoring, and financial analysis.
Foundation models connected directly to your APIs, CRM, ERP and databases, with behaviour tuned to your domain. We are explicit about when fine-tuning is worth the cost and when prompting and retrieval are enough.
Core technologies
Reasoning and generation
Hosted frontier models for comprehension, structured output and tool use. Best when accuracy matters more than unit cost and your data terms permit it.
Orchestration
Libraries for context management, tool use and prompt pipelines. We use the lightest one that solves the problem rather than the most capable one.
Data residency and cost control
Open-weight models hosted in your own environment, with custom embeddings, targeted fine-tuning and safety guardrails for the specific domain.
How we deliver
We review your workflows and data infrastructure to find where automation actually pays for itself, and where it does not.
System prompts, retrieval design, tool permissions and safety guardrails are agreed before any agent is built.
We build the agents and connect them to your web or mobile applications through your own APIs.
Edge cases, output quality, latency, per-run cost and reliability are measured and reported, not assumed.
Agents ship with telemetry, cost tracking and a feedback loop, so you can see what they are doing and what they cost.
Next step