Connected systems
Move context through the tools people already use without creating another isolated inbox.
Turn fragmented work into a governedrevenue workflow.Automation follows the operation, not the other way around.
AI Sales and Proposal Operations built around the systems and approvals your team already runs — with humans keeping authority where judgment matters, and results measured after rollout.
- Designed for your stack
- Evaluated before release
- Observable in production
- Owned by your team
What production-ready means here
You get a working system with explicit quality boundaries — not a model call wrapped in a polished interface.
How we take it from uncertain to dependable
We start with the behavior and operating constraints that matter, then make each release measurable and reversible.
Map
Document current inputs, decisions, systems, owners, and failure paths.
Bound
Decide which work is deterministic, AI-assisted, or human-authorized.
Integrate
Build the workflow, permissions, observability, and reconciliation paths.
Improve
Use real operating data and reviewed outcomes to refine the system.
Show us what you built.
Bring the current build, the workflow, or the production problem. We will map the shortest responsible path forward.