Cost depends on scope, data sources, integrations, and the level of security and governance required. We usually work to staged payments across discovery, build, and go live, and we can start with a proof of concept at a modest cost before you commit to the full build.

Simple pilots and proof of concepts are often delivered in around three to four weeks. Production solutions with integrations and governance typically take longer, and we confirm a milestone based timeline after discovery.

Yes. AI has evolved well beyond chatbots and content creation, and can now run workflows that detect intent, extract key details, and trigger actions across your systems. These automations can draft, approve, and execute tasks such as creating tickets, updating CRM records, generating documents, sending notifications, and routing work to the right people, with audit trails and safety controls.

You do not need perfect data to start, but you do need enough quality to support the first use case. We can assess what you have, help clean and structure it, and then improve data quality iteratively as the solution scales.

Yes, we regularly integrate AI with Microsoft platforms, CRMs, databases, and custom APIs. We confirm what is possible in your environment and design the solution so it respects permissions and fits existing workflows.

We design for security from day one using role based access, least privilege, encryption, audit logging, and secure deployment patterns. We can also align with your compliance requirements, including data residency, and validate controls before go live.

We ground outputs in trusted sources using retrieval and validation, and we add traceability such as citations where appropriate. We also test with real scenarios, apply guardrails and human review for high impact actions, and monitor performance after launch to keep improving accuracy.

We offer support plans that cover monitoring, fixes, enhancements, and ongoing tuning as your needs evolve. You also receive handover documentation and training so your team can operate the solution confidently.

Most organisations need clarity on data handling, privacy, security, acceptable use, and who can approve changes to models, prompts, and content sources. We can provide templates and help you set up a lightweight governance approach that matches your risk profile.

We are technology agnostic and select the stack based on your security requirements, existing systems, data types, and scaling needs. You will get a clear rationale and options so you can choose the best balance of cost, speed, and long term maintainability.