CodeBots is a drift control system for AI delivery that turns successful work into reusable knowledge and measurable improvement.
AILab
AILab gives your teams a structured source of truth for intent and design. Model data, processes, logic, and pipelines in a governed system so automation starts from durable structure, not disconnected prompts.
Capture intent in structure
Define data, processes, and rules in structured, reusable models.
Build governed workflows
Create automated pipelines with visual logic and consistent delivery rules.
Make complexity visible
Design interactions visually with libraries that stay tied to your models.
Create reusable foundations
Build once and reuse across bots, apps, workflows, and teams.
ChatStudio
ChatStudio lets teams work in natural language without losing control. Turn structured design into traceable execution across models, pipelines, and platform knowledge, then capture significant outcomes so they become reusable bot knowledge instead of disappearing into chat history.
Intent-to-action workflows
Describe the outcome and let ChatStudio turn it into governed models, logic, and pipelines.
Traceable delivery changes
Refine existing automation with conversational changes that remain visible, reviewable, and production-ready.
Context-aware guidance
Ask about automation, analytics, or platform knowledge and get answers grounded in the system your teams are actually building.
Reusable knowledge loop
Turn significant conversations into reusable Paths and Docs so future agents can build on what already worked.
DataIQ
DataIQ closes the loop with measurable standards and optimisation signals. Track how delivery evolves, expose drift early, and use KPI-backed feedback to steer future agent work toward better outcomes.
Alignment dashboards
Track performance, workflow health, and delivery signals in one place as work changes over time.
KPI-driven optimisation
Use measurable outcomes as heuristics so agents can optimise future work toward the goals your teams actually care about.
Conversational analytics
Ask questions in natural language and get grounded summaries from analytics without writing queries.
Source-of-truth metrics
Measure model changes, pipeline runs, usage trends, and delivery quality directly from the systems your teams use to build.