Same platform, your structure
Retanu works for any organization with sub-units that each need inference ops — with isolated routing, budgets, and cost attribution. A “workspace” is whatever your sub-unit is.
Strongest fits
SaaS adding inference features
You're building inference into your product and need per-customer routing, spend caps, and cost attribution — without building a gateway from scratch. Technical founders get the value instantly. This is the most natural self-serve fit.
Professional services
Accounting firms, consultancies, architects, staffing agencies. You already bill by client or project — per-workspace cost attribution slots directly into your existing chargeback habit.
Healthcare management
MSOs, DSOs, hospital systems, health plans. Regulated, multi-unit, and you already outsource operations. Strong fit once the compliance gate (BAA) is closed.
Also a natural fit
Multi-location operators
Restaurant groups, retail chains, dealerships, gym chains, hotel groups. Each location is a workspace with its own budget and usage line.
Financial services
RIA networks, banks, credit unions, MGAs. Regulated, multi-unit, native chargeback. Each advisor practice or branch gets isolated inference ops.
Education & government
School districts, universities, state and city agencies. Budget-attribution-driven, often FERPA-regulated. Each school or agency is a workspace.
Holding companies & PE
Holdcos, PE-backed groups, multi-brand parents. Each portfolio company or brand gets its own inference ops instance with separate spend tracking.
Membership & federated bodies
Associations, chambers, co-ops, buying groups. Offer managed inference ops as a member benefit, metered per member organization.
Real estate
Brokerages, REITs, property managers. Each property, office, or agent group gets its own workspace with isolated inference ops and cost tracking.
The pattern that connects them all
Every fit shares the same structure: a parent organization with multiple sub-units that each need isolated inference routing, controlled spend, and per-unit cost attribution — and would rather not build the plumbing.
The best fits add at least one of: chargeback is already part of how the business works, the data is regulated, or there are many sub-units to track. You're just relabeling the workspace per vertical — matter, engagement, practice, location, member, property.
Don't have an ops team? Black Gibbon Tech Pod is yours — we set up and run your Retanu instance so you never need to hire for it.