01
UNDERSTAND + ALIGN
Field Discovery
Map the work, find the recurring pain, prove the ROI, and earn team support.
Forward-deployed AI engineering
AI that works
in the real world.
We build agent systems with the people who know the work. Deterministic software handles the rules; AI helps with interpretation and preparation; people retain authority over goals, exceptions, risk, and change.
THREE STAGES TO PRODUCTIONFIELD RUNTIME / METHOD
02
BUILD + PROVE
System Delivery
Combine software, AI, agent runtimes, harnesses, evals, and human controls.
03
TRANSFER + IMPROVE
Team Ownership
Train the operators, transfer ownership, and improve from production evidence.
Built in the field. Improved in the loop.FR–02
HUMAN-CENTERED BY DESIGN
AI automates tasks. People do jobs.
We use software and AI to remove repetitive coordination and create a stronger operational base. People build on that base with judgment, relationships, creativity, accountability, and growth.
Prepare the work.
- Gather and validate information
- Prepare drafts and recommendations
- Route work and surface exceptions
Build what matters.
- Set goals and make tradeoffs
- Build trust and use judgment
- Lead, create, and own consequences
01
WHERE WE BEGIN
Start with one consequential workflow.
Bring us the recurring headache.
Revenue operations
Deal preparation, pricing exceptions, CRM work, approvals, and handoffs.
Finance operations
Invoice review, purchasing, reconciliations, contracts, and close readiness.
Customer support
Triage, investigation, response preparation, escalation, and resolution evidence.
Engineering operations
Incident investigation, runbooks, issue reproduction, changes, and learning.
THE EMERGING ENTERPRISE STACK
Models reason. Agent operating systems make the work persistent.
Models, open source, harnesses, and evals are becoming widely available. The next enterprise layer is the runtime around them: durable identity, memory, schedules, tools, delegation, collaboration, governed evolution, and recovery.
01Personal agent OS
Hermes Agent
A learning-oriented runtime built around persistent work, skill creation, memory, delegation, and subagents.
02Personal agent OS
OpenClaw
An always-on personal assistant runtime with tools, scheduled work, persistent context, and a multi-channel gateway.
03Evolutionary runtime
Exo
A self-modifying runtime that can inspect and rebuild prompts, memory, tools, policies, and code while preserving lineage and rollback.
04Multiplayer environment
Buzz
A shared operating surface where people, agents, workflows, code events, approvals, search, and signed history work together.
PRODUCTION CONFIDENCE
Built to be trusted, operated, and owned.
- 01Your cloud, VPC, or on-premises environment
- 02Real-task evals and measurable ROI
- 03Human approvals, evidence, and clear authority
- 04Documented ownership, versioning, and rollback
Have a workflow that should work better?
Map one workflow with us.
Bring one repetitive, expensive, or frustrating workflow. We will map what stays human, what becomes reliable software, and where AI can create measurable value.
Start Field Discovery