Agent Operability Consulting
We make organizations ready for AI agents to do real work. We organize your data, build the agentic software, coordinate the human↔agent handoffs, and reshape roles around the new workflow.
Builder, not just an advisor
Agent operability sits at the intersection of software, data, coordination, and org design — and we've worked across all of it. We've built enterprise-scale multi-agent systems for clients, digitized and automated end-to-end operations, and we run our own business on agents day to day. Different vantage points on the same problem.
We work the way we got that experience: embedded deeply in your organization, sitting alongside the people doing the work, watching where the real bottlenecks are, and learning the workflows nobody writes down. Agent operability lives in those details, and you can't design for it from a slide deck.
Builders
Engineers who have shipped enterprise-grade agentic systems, not advisors handing off slide decks.
Embedded
We sit alongside your team to learn the real workflows and bottlenecks. Operability is built from the inside, not prescribed from the outside.
Close partnership
Direct access to the people doing the work. On-site when you need it.
How We Engage
Most engagements start with a focused audit. From there, the path depends on what we find.
- 01
Embedded Discovery
We embed with your team to learn the workflows, bottlenecks, and tribal knowledge that don't show up in process docs. The output is a prioritized operability audit grounded in how the work actually happens.
- 02
Roadmap & Architecture
We translate what we learned on the ground into a concrete plan: which agents to build first, what data work has to come before them, where humans stay in the loop, and how success is measured.
- 03
Build Alongside You
We build the custom traditional and agentic software while staying embedded — no throwing it over the wall once the code is done.
- 04
Empower Your People
We equip your staff to use what we build — hands-on training, clear playbooks for the new human↔agent touchpoints and review gates, and the confidence to operate the system without us in the room.
- 05
Ongoing Partnership
Agent operability isn't a one-time project. We stay engaged as your org structure, processes, and the underlying models evolve.
Operability in the Wild
Selected systems we've shipped where humans and agents share the work.
MedClearPortal
A telehealth platform where AI agents handle intake and clearance flows alongside clinicians. Designed with explicit human review gates and defensible audit trails — operability where the stakes are highest.
Juniper
An AI wellness assistant whose agents turn plain-language requests into durable, scheduled automations that run on their own. A working example of human↔agent coordination, with wearables and personal data made first-class accessible to the agents.
The Four Pillars of Agent Operability
Making an organization operable by AI agents isn't a single problem — it's four. We work across all of them so the pieces actually fit together.
Data organization & accessibility
Agents can only act on data they can find and trust. We audit how your information is structured, surfaced, and permissioned, then make it discoverable to the humans and agents who need it.
Custom traditional and agentic software
Production-grade multi-agent systems built around your actual workflows. Not chatbots bolted on — the agents become first-class operators inside your business.
Human ↔ AI coordination
Where do agents act autonomously, where do humans review, and where do they collaborate? We design the touchpoints and approval flows so quality, speed, and accountability all hold.
Org structure & roles strategy
Once agents do real work, the org chart has to change. We help leadership rethink roles, responsibilities, and team shape so your people focus on what only humans can do.
Start with an Operability Audit
Tell us about your team, your data, and where you want agents doing real work. We'll respond within 24 hours.