AI agents for workflows that need reasoning and action.

AI agents deliver most value in workflows that span multiple steps, involve reasoning over a mix of data types, and require acting across several systems — think customer support triage, sales outreach sequencing, document review, scheduling coordination, and compliance checks. If the task involves reading, interpreting, and taking action, an agent is likely the right tool.

Focused single-function agents are typically live within 3–4 weeks. Orchestrated multi-agent systems or builds requiring custom model fine-tuning run 6–10 weeks. We define the scope and delivery milestones at the start so you have a firm timeline before we write a single line of code.

They work alongside it. Our agents connect to your CRMs, ERPs, databases, and internal APIs through webhooks, REST calls, and SDKs. We don't ask you to change your infrastructure — agents layer on top of the tools you already rely on.

Every agent we deliver includes observability tooling that logs each decision, the reasoning behind it, and every output produced. We configure automated drift detection and schedule periodic performance reviews. Any accuracy regression caused by our code is covered under the 12-month warranty.

Every agent is built with explicit escalation logic. Unrecognised situations are handed off to a human reviewer with full conversation context already attached. You set the threshold for escalation; the agent honours it and never fails silently.

Yes. We build RAG pipelines over your documentation and knowledge bases, fine-tune models on your labelled examples, and set up memory systems that preserve domain context across sessions. Unless you opt for a cloud-hosted model, your data stays within your own infrastructure.

Every agent ships with a complete audit trail covering who initiated it, what actions were executed, which data was accessed, and what decisions were reached. We design to HIPAA, GDPR, SOC 2, HL7/FHIR, and relevant industry standards from the first sprint — compliance is built in, not bolted on.

Any functional defect, accuracy regression, or integration failure traceable to code our team wrote is resolved at no additional charge within 12 months of going live. Changes to scope and requests for new capabilities fall outside the warranty and are scoped separately under a support arrangement.