15 hrs/wk
Manual policy data entry eliminated for insurance operations.
Industry Models - Loaded
Industries
Industry operating modes, mapped to real bottlenecks.
Switch contexts to see where cost, friction, and execution risk concentrate. Then move into a fixed-scope engagement path built for your exact operating model.
6 operating contextsCompliance-aware buildsProcess-heavy operations
Proof Strip
Industry performance proof across process-heavy teams
99%
Compliance documentation completeness at account opening.
14d -> 2d
Carrier commission reconciliation cycle reduction.
Operating Contexts
Built for process-heavy businesses. Applicable anywhere complexity, compliance, and handoffs matter.
Our microservice library accumulates domain knowledge across every engagement - making each new build in your vertical faster and better-informed.
1 of 6 - 3 bottlenecks identified
Bottlenecks
Current friction points
- Carrier reconciliation
- Policy servicing delays
- Manual approvals
Outcomes
Likely high-ROI path
- Faster servicing workflows
- Automated reconciliation
- Audit-ready tracking
Don't see your industry? If your business runs on documents, approvals, and coordination - the model applies.
More Industry Contexts
The tabs are starting points, not the boundary.
The Lobbi serves process-heavy teams wherever documents, approvals, handoffs, and operational evidence decide the day. The six explorer tabs show common models; the same diagnostic applies across adjacent industries.
Adjacent context
Healthcare operations
Patient intake, referral queues, documentation review, and compliance evidence.
Adjacent context
Professional services
Client onboarding, delivery coordination, document assembly, and status reporting.
Adjacent context
Nonprofit operations
Grant workflows, donor operations, program reporting, and board-ready visibility.
Adjacent context
Manufacturing operations
Quality exceptions, supplier handoffs, production reporting, and approval control.
Adjacent context
Logistics and distribution
Dispatch coordination, exception routing, customer updates, and KPI telemetry.
Adjacent context
Finance and accounting teams
Close workflows, reconciliation, approval trails, and exception handling.
Where We Usually Start
Choose the first engagement path by bottleneck type.
Teams often begin with one delivery block tied to their highest-cost friction point. The second build then reuses the same architecture rails and data model.
Insurance and FMO teams
Complex Integration & Pipeline Build
Carrier data fragmentation, policy admin handoffs, and reconciliation delay.
View offer detailsMortgage and lending operations
Teams & Microsoft 365 Automation Pack
Approval routing drift, weak audit trail, and SLA misses in underwriting queues.
View offer detailsField and property operations
Efficiency Metrics & Dashboard Build
Disconnected reporting, delayed KPI visibility, and repeated coordination friction.
View offer detailsCompliance Model
Built for procurement, security, and operator trust.
Identity and access control
Microsoft Entra ID-first role control, MFA enforcement, and conditional access patterns are built into every deployment.
Control owner
IT and security
Evidence The Lobbi leaves behind
Role model, MFA posture, and access decision notes.
Auditability and traceability
Decision events, approvals, and exception handling are logged with timestamps and actor context for procurement and audit review.
Control owner
Operations leadership
Evidence The Lobbi leaves behind
Timestamped event trails, approval logs, and exception records.
Data residency and ownership
Workloads run inside your tenant and infrastructure. No proprietary data lock-in and no external platform dependency.
Control owner
Executive sponsor
Evidence The Lobbi leaves behind
Tenant ownership notes, integration boundaries, and data-flow map.
Change control
Delivery includes implementation notes and runbooks so internal teams can support controls through future reviews.
Control owner
Process owner
Evidence The Lobbi leaves behind
Runbooks, handover notes, and release checkpoints.
Good fit signals
You will likely get fast ROI if these are true.
Operational symptom
Email and spreadsheet routing carries core work.
There is measurable waste in handoffs, status checks, and re-keying.
Operational symptom
Compliance and execution quality compete with speed.
Teams need controls embedded in the work instead of reviewed after the fact.
Operational symptom
Leadership needs outcomes quickly.
A fixed-scope build can prove value before a larger transformation starts.
Operational symptom
The team wants systems it can own.
Internal operators need documentation, handover, and tenant-first architecture.
Delivery expectations
What you can expect once scope is approved.
The point is not a pretty handoff packet. It is a working operating improvement with the proof, ownership, and next-step clarity your team can use.
Scope before build
Defined scope and fixed-fee proposal before implementation starts.
Scope note, timeline, dependencies, and owner list.
Acceptance criteria
Every workflow, integration, and report has a clear definition of done.
Acceptance checklist tied to the operating outcome.
Milestone delivery
Production handover documentation arrives with the working system.
Milestone notes, demo evidence, and sign-off checkpoints.
Composable architecture
The first build is designed to connect to future automation modules.
Data contracts, integration boundaries, and reusable patterns.
30-day handover checkpoint
We confirm the system is running cleanly after the team has used it.
Usage review, issue log, and next-improvement recommendations.
Operational ownership
Your team keeps the context needed to own, audit, and improve the system.
Runbooks, admin notes, and support paths.
Start Here
Find your highest-ROI entry point.
Discovery maps your vertical-specific workflow friction and returns a prioritized, fixed-fee execution blueprint with the first build scoped and ready.