Marine supplies & logistics
RFQs, supplier signals, customs documentation, procurement workflows and operational escalation.
Edge Twin
Do not rip out the legacy core. Build an AI-native twin beside it.
The Edge Twin model lets a company test an AI-native workflow next to the existing process, measure outcomes and migrate only after trust is earned.
Migration model
Don't rip out the legacy core. Build an AI-native twin beside it.
UNIT2 mirrors one measurable workflow, proves performance, then migrates work safely once governance, ROI and human oversight are visible.
Legacy workflow keeps running
Existing teams, systems and approvals remain intact while baseline cost, cycle time and error rate are measured.
ERPEmailFinanceOps
MIRROR
Edge Twin proves the AI-native model
Agents execute bounded work through typed queues, passports, review gates, logs and rollback rules.
SenseDecideReviewLearn
Where it fits
For regulated, document-heavy, decision-critical environments.
The pattern is always the same: structured work moving through defined steps, where mistakes are expensive and compliance matters.
Manufacturing & B2B trade
Purchase orders, invoice matching, pricing rules, margin checks, supplier updates and workflow coordination.
Financial & professional services
Compliance review, engagement intake, controlled correspondence, document-heavy decisions and audit readiness.
Built for the people who carry risk
One architecture. Different reasons to trust it.
Agentic AI only becomes enterprise infrastructure when leadership, finance, legal and employees can each see how control is preserved.
CEO
Strategic control
The winning firm has the highest intelligence density, fastest learning loop and strongest accountability architecture.
CFO
Phased ROI
Prove cost compression, cycle-time reduction and error reduction on one Edge Twin before migrating core work.
Legal & Compliance
Accountable autonomy
Every agent has identity, permission boundaries, audit trails, escalation paths and a named human owner.
Employees
Dignity by design
Dignity is a design parameter. Human work shifts toward judgment, exception handling, customer relationships and supervision.
Assessment output
The scan should produce a deployment blueprint, not generic advice.
The UNIT2 readiness process identifies where an Edge Twin can create measurable leverage without disrupting the core business.
Best first Edge Twin workflow
Required agents and roles
Data sources and system connections
Agent Passport permissions and blocks
Approval gates and escalation rules
Rollback and review mechanisms
Named accountable humans
Success metrics and cost forecast
Self-disruption probe
Could a small AI-native team rebuild your highest-margin workflow in 90 days?
If the answer is yes, the safest move is to build that Edge Twin yourself — under your governance, with your data, your standards and your accountable leaders.