We draw the workflow, architecture, stack, data movement, and security boundaries before anything gets built.
Then we build the interface, backend services, integrations, servers, and the deployment path as one set of systems.
When open source is the better foundation, we set it up, shape it to fit, and keep that infrastructure healthy.
01 / 07
Discovery
01
Workflow discovery and technical consultation
02
System architecture and implementation schematics
03
Tech stack selection and integration planning
04
Data flow, API flow, and deployment path mapping
05
Operational risk review before build decisions
02 / 07
Interface
01
Interface structure and user-flow design
02
UI / UX design for operational and creative products
03
Frontend implementation with design fidelity
04
Interaction logic, state flows, and component systems
05
Responsive web experiences for repeated use
03 / 07
Services
01
Backend storage and business logic
02
API route design and service contracts
03
Authentication and third-party API connections
04
Database planning and data access patterns
05
Automation, AI workflows, and integration layers
04 / 07
Operations
01
Linux server setup and maintenance paths
02
Network configuration and security planning
03
Containerized deployments with Docker or Podman
04
Cloud, VPS, and self-hosted environment setup
05
Cisco security context and virtualization support
05 / 07
Intelligence
01
Retrieval pipelines built over your own documents and data
02
Model routing between hosted APIs and local models
03
Agent workflows that carry multi-step tasks end to end
04
Evaluation harnesses, so model changes ship on evidence
05
Automation that removes repeated manual steps
06 / 07
Foundations
01
Open-source options weighed against building from scratch
02
Self-hosted setup, configured and shaped to fit the work
03
Moves from rented tooling to infrastructure you own
04
Integration between systems never meant to meet
05
Upstream updates tracked without losing local changes
07 / 07
Continuity
01
Deployment paths a second person can run unaided
02
Monitoring, logging, and alerts that reach someone
03
Backup and recovery rehearsed before it is needed
04
Dependency and security updates on a set schedule
05
Documentation and handover written for your team