We help you design the workflows, guardrails, integrations, and measurement. Then we build the MVP when you're ready to ship.
Concrete artifacts that de-risk shipping. Not decks. Not demos. Plans you can act on.
Clear visualization of where agents act, where humans stay in the loop, and where handoffs occur.
Technical blueprint: orchestration layer, tool integrations, data flows, and security boundaries.
Who approves what. Which actions require human sign-off. Full audit trail design.
How you'll know it's working. Reliability benchmarks. Red-team scenarios. Monitoring strategy.
What to build first. What to defer. Clear milestones from prototype to production.
Strategic partnership to architect agentic systems that your team can own and operate.
Map decisions, actions, and failure modes. Define where agents act autonomously vs. where humans stay in control.
Handoffs, approvals, visibility. The control surfaces humans need to trust and correct the system.
Tools, orchestration, data access, security boundaries. How the pieces fit together.
Benchmarks, test harnesses, red-teaming, monitoring. Know when it breaks before users do.
Documentation, playbooks, team training. Transfer capability so you can iterate without us.
When you need working code, not just plans. We build what we design.
Working proof-of-concept to validate the design before committing to full build.
First production-ready version with core workflows, evaluation harness, and monitoring.
Edge cases, error handling, scale testing, security review. Ready for real users.
Connect to your tools, data sources, and existing workflows. The agent in context.
Less demo. More deployed.
Intensive collaboration to design your agentic system from first principles.
Design plus working code. Validate with real users, not hypotheticals.
Continuous partnership as you scale. We stay embedded as your systems evolve.
We work alongside your team. You own the system. We accelerate the journey.
Goals, constraints, risks. What does success look like? What can't break? Who needs to be in the loop?
Workflows, decisions, failure modes. We document what exists and where agents can create leverage.
Agent roles, human control surfaces, permissions, orchestration. The system architecture emerges.
Prototype, evaluate, red-team. Stress the design before it touches production data.
Build or hand off. Monitor, iterate, expand. The system improves through use.
Shipping is a systems problem.
Classify, route, draft responses, escalate. Human approval for sensitive actions.
Process requests, validate against policy, route to right approver, track SLAs.
Research prospects, enrich CRM data, prep call briefs, draft follow-ups.
PR reviews, release notes, incident triage, documentation updates. Developer leverage.
Invoice processing, expense categorization, approval workflows, audit prep.
Extract structured data from unstructured sources. Transform documents into shared understanding.
Policy checks, flag violations, draft responses, maintain audit trails.
Personalized sequences, progress tracking, proactive outreach, escalation to humans.
We know the traps. We design around them.
Agents that act need different interfaces than assistants that answer. We design for oversight, not conversation.
Who approved what, when, and why. Built in from day one, not bolted on after incidents.
Test harnesses, benchmarks, red-teaming. You'll know if it's working — and when it stops.
The agent is just code. The system is how it connects to your tools, data, and people.
Documentation, training, playbooks. You'll be able to iterate and expand without us.
We work with your existing tools and preferred providers. No lock-in. No agenda.
Designed ticket triage system with human-in-the-loop for billing issues. Defined escalation rules and approval flows.
Built research + brief generation system with CRM integration. Shipped in 3 weeks with eval harness.
Ongoing partnership to expand agentic workflows across compliance, onboarding, and reporting functions.
Detailed case studies available on request. We respect client confidentiality.
Agentic systems use AI to take actions — not just answer questions. They can execute tasks, call APIs, update records, send messages. They act with some autonomy within defined boundaries. The design challenge is defining those boundaries and the human controls around them.
Chatbots respond. Agents act. A chatbot might answer "here's how to reset your password." An agent might actually reset it — after checking permissions, logging the action, and notifying the right people. The design surface is fundamentally different: workflows, approvals, audit trails, failure handling.
Yes. We embed with your product, engineering, and ops teams. We're not here to replace your people — we're here to accelerate them. Design sprints are highly collaborative. Builds include pairing and knowledge transfer. The goal is capability that stays with you.
Access to the people who understand the workflows. A decision-maker who can unblock design choices. For builds: API access to your systems and a staging environment. We handle the rest.
We're vendor-neutral. We work with Anthropic, OpenAI, open-source models — whatever fits your requirements for performance, cost, privacy, and compliance. Same for infrastructure: your cloud, your tools, your constraints. We adapt to your stack.
This is core to our design process. We define which actions require human approval, build audit trails, design escalation paths, and implement scoped permissions. Every system includes evaluation harnesses and monitoring so you can catch problems before they escalate.
Both. Our primary value is in design — the hard thinking that de-risks shipping. But we also build prototypes, MVPs, and production systems. Some clients want the design and hand off to their team. Others want us to deliver working code. We do both.
An agentic system running in production, handling real workflows, with clear human oversight. Measurable metrics. A team that understands how to iterate and expand. No black boxes. No surprises. Systems that earn trust through reliability.
Tell us what you're building. We'll tell you how we can help.