From discovery to delivery and beyond
A proven, end-to-end process that ensures your AI agent is built right, integrated seamlessly, and continuously improved.
Discovery & Workflow Mapping
We immerse ourselves in your business. We map your workflows, systems, pain points, and goals to understand exactly where AI agents can deliver the most impact.
- Stakeholder interviews and workflow walkthroughs
- Current system and integration audit
- Pain point identification and prioritisation
- Success metric definition
Opportunity Identification
We analyse your workflows to identify the highest-value automation opportunities - where AI agents will deliver the strongest ROI.
- Use case scoring and prioritisation
- Feasibility and complexity assessment
- ROI modelling and business case development
- Roadmap and phasing recommendations
Agent Design & Logic Architecture
We design your agent's conversation flows, decision logic, escalation rules, personality, and behaviour - tailored to your processes.
- Conversation flow design and mapping
- Decision tree and logic architecture
- Edge case handling and fallback design
- Tone, personality, and brand alignment
LLM & Model Selection
We select the optimal AI model for each task based on accuracy, speed, cost, data sensitivity, and compliance requirements.
- Task-specific model evaluation
- Multi-model orchestration strategy
- Cost and performance optimisation
- Compliance and data residency considerations
Integrations & Backend Workflows
We connect your agent to your CRM, helpdesk, calendar, ERP, databases, and communication platforms.
- API integration development
- Data pipeline and transformation
- Authentication and security configuration
- Error handling and retry logic
Testing, Guardrails & Refinement
Rigorous testing across edge cases, adversarial inputs, and real-world scenarios. We add guardrails and safety mechanisms.
- Functional and regression testing
- Adversarial and edge case testing
- Guardrail and safety mechanism implementation
- User acceptance testing
Deployment
Production deployment with monitoring, alerting, and rollback capabilities. We ensure a smooth launch.
- Staged rollout strategy
- Monitoring and alerting setup
- Documentation and handover
- Team training and onboarding
Monitoring & Optimisation
Ongoing performance monitoring, response refinement, and continuous improvement to maximise your agent's effectiveness.
- Performance analytics and reporting
- Response quality monitoring
- Continuous model and prompt refinement
- Feature enhancements and scaling
Tell us what your business needs
We'll help map the right AI agent for your workflows, industry, and goals.