GenAI Applications and MLOps
We build workflow copilots, domain agents, and document automation. Then we keep them healthy with MLOps.
Who This Is For
Product managers who need GenAI features in production
Operations leaders automating complex workflows
IT teams who want working solutions, not stalled pilots
Business units looking for measurable AI ROI
Use Cases We Build
Workflow copilots inside your apps
Intelligent assistants embedded in existing business applications
Domain agents that call APIs and systems
Autonomous agents that interact with your tech stack
Document automation with review flows
Generate, review, and approve documents with AI assistance
Chat for line-of-business data with guardrails
Safe conversational access to business-critical information
Extension skills for Copilot and custom UIs
Extend Microsoft Copilot or build custom interfaces
What You Get in 60 to 90 Days
One working GenAI feature in production
Safe prompts, evals, and rollback plan
App telemetry, feedback loop, and KPI tracking
Backlog for the next 3 features
Ops handover with runbooks
Outcomes
Weeks not quarters to value
Clear signals on what to build next
Fewer regressions due to safety checks
Visibility into usage and ROI
Build and Operate Plan
Scope & Design
Scope one high-value flow, data and permissions review, eval plan
Build & Test
Build the feature, wire prompts, add tests and telemetry
Pilot & Measure
Pilot users, tune prompts, measure impact, fix sharp edges
Production & Scale
Handover to ops, backlog and budget for next releases
MLOps You Can Rely On
We build it, then help you keep it running safely
Observability for prompts and outputs
Evaluation harness and offline tests
Secrets management and configuration control
Canary releases and rollback
Cost controls and usage limits
Integrations
- Your existing app stack
- Power Platform where it fits
- Data sources through approved connectors
- CI/CD and monitoring in your cloud
Security & Compliance
- Least privilege and DLP
- Guardrails for sensitive tasks
- EU data boundary alignment available
- Red-team testing for edge cases
Related Links
Ready to Ship GenAI Features?
Start with a 2-week assessment and get a clear path to production.