Map the real handoffs
We trace where work starts, changes hands, waits, and reaches a decision point.
Operational systems by sector
Built around the work your industry has to get right.
Every sector has different constraints, records, risks, and decision rights. We design AI systems around those realities instead of asking your team to work around a generic product.
RecordsSignalsRoutesReview
01 / 08
Legal & law firms
AI systems for intake, matter operations, document work, and client communication with clear attorney control.
IntakeMatterEvidence
Matters / documentsOperational focus
02 / 08
Healthcare
AI systems for revenue cycle, claims, documentation, and patient operations with controls that fit care delivery.
PatientClaimPayer
Claims / patient opsOperational focus
03 / 08
Insurance
AI systems for claims, policy servicing, underwriting submissions, and document intelligence across the policy lifecycle.
FNOLPolicyEvidence
Claims / policyOperational focus
04 / 08
Financial services
AI systems for KYC, onboarding, fund administration, reporting, and controlled compliance operations.
EntityKYCControl
KYC / reportingOperational focus
05 / 08
E-commerce
AI systems for customer support, retention, order exceptions, and revenue recovery as volume grows.
OrderCustomerReturn
Support / retentionOperational focus
06 / 08
Real estate
AI systems for lead response, transaction coordination, property operations, and tenant communication.
LeadPropertyVendor
Leads / propertyOperational focus
07 / 08
Professional services
AI systems that turn firm knowledge, client delivery, intake, and back-office work into repeatable operating systems.
BriefPlanDelivery
Delivery / knowledgeOperational focus
08 / 08
Manufacturing
AI systems for technical inquiries, supplier operations, service records, and engineering knowledge in complex environments.
InquiryPartSupplier
Supply / serviceOperational focus
One delivery method. Eight operating contexts.
We learn the work before we engineer the system.
Use your operating language
The system is built around the terms, records, approvals, and controls your people already use.
Fit the stack you have
We connect into existing systems and retain clear ownership of the data and decisions.
Start with the work
Bring the workflow that needs attention.
Pick a time for a working session or send a short brief. Either way, we will come prepared to understand where the work gets stuck.
Talk through the work
Book a 20-minute consultation.
Bring the workflow that feels slow or fragile. We will determine whether it is a sensible candidate for an AI system.
Bartosz LuderaFounder, HarnessloopSend a workflow brief
Prefer to write it down?
Tell us where work waits, repeats, or falls through the cracks.