AI development: agents, models and decision systems built around your data.
Agents, models and decision systems built around your data and your workflow, with a person approving every decision.
Kiwi Solutions designs and builds AI systems: use-case design, AI agent systems, predictive modeling and machine learning, decision support, NLP and data visualization, integrated into the systems you already run. AI works inside the process and people keep the final decision. Data stays within your infrastructure boundary, on-premise or cloud, as agreed in the architecture phase.
Key facts
What AI development covers.
From choosing the right use case to running the model inside your daily workflow.
Plan
- Use-case design
- Decision support
Model
- Predictive modeling
- Machine learning
- NLP implementation
Integrate
- AI agent systems
- Data visualization
- AI integration
Facts in. Hypotheses out. Delivered on a timeline.
Understand the real problem
- Direct observation of current-state operations
- Analyze processes, data flows, systems and decision points
- Root causes, not surface symptoms
- Clear, testable problem statements
Design the solution
- Start from strategic objectives and target end-state
- Hypotheses from proven frameworks and benchmarks
- End-to-end architecture: process, system, governance
- Stress-tested for feasibility, scale and risk
Ship with accountability
- Outcome-based phases, milestones and decision gates
- Data-driven progress reporting
- Active risk, dependency and change management
- Success metrics, actionable outputs, knowledge transfer
Where this fits.
Industries we serve
Other services
How an engagement starts
Discovery call
Thirty minutes with Jeffrey or Archie. You describe the problem; we tell you honestly whether and how we can help.
Scoping
Observation of current operations, a problem statement, a proposed architecture and a phased plan with prices.
Delivery
Outcome-based phases with milestones and decision gates. Weekly progress reporting, knowledge transfer at every handover.