Full AI Integration Platform
Multiple workflows automated. One AI-connected intelligence layer. The whole team benefits.
This is for organizations that are done with incremental improvements and want to transform how they operate. Not one automation — a platform. Multiple workflows running autonomously, a shared AI intelligence layer that connects your data across systems, and assistants deployed across your teams. We've done this before. It's not a research project.
Everything in this engagement
A Full AI Integration Platform engagement spans 3–5 months and covers everything from architecture to launch: multiple automated workflows, a centralized data and AI layer, cross-team assistants, and the documentation and training your team needs to extend it themselves. We work in parallel workstreams so you see results throughout the engagement, not just at the end.
What happens from here
Discovery and architecture
Weeks 1–2We map all target workflows, design the full system architecture, and produce a build plan you review and approve before we start.
Infrastructure and data layer setup
Week 3Shared AI infrastructure, data integrations, and baseline observability are laid down first — everything else builds on this.
Parallel workflow builds
Weeks 4–12Multiple workstreams run simultaneously. You receive weekly updates and milestone demos throughout.
Integration, QA, and load testing
Weeks 13–16All components are integrated and stress-tested against production-scale data volumes before launch.
Training, documentation, and launch
Weeks 17–20Team training, written documentation, and a staged launch. We stay on for 30 days to monitor and resolve.
Work covered by this service
Real engagements where this approach was applied — and the outcomes it produced.
AI Commerce Engine
Turning a 4-hour manual sourcing cycle into a 28-second autonomous AI workflow
Scalable Event-Driven Commerce
Decoupled microservices architecture that grew revenue 10× — and the AI layer that unlocks the next growth stage
Zero-Risk Legacy Modernization
A strangler-fig migration that tripled feature velocity without a single user-visible disruption — now AI-accelerated
Tell us about the transformation
Give us the big picture. We'll scope from there and come back with a realistic architecture proposal.
What happens after you submit
Not sure which service fits?
Start with a free workflow audit — it tells you exactly where to focus.