Offerings
Four steps, one control backbone.
Our model's distinction is commercial, not merely semantic. While other service models provide legitimate solutions that address real problems, none tackle the challenge of maintaining AI agents in continuous operation and generating ongoing value for process owners in a managed way. See below for the difference.
- 01Diagnosis
- 02Deployment
- 03Operation
- 04Accountability for results
- 05Authorized deactivation
Consulting firm
Consultancies provide only diagnoses and recommendations, without implementation.
Covers: Diagnosis.
Integrator
Integrators deliver deployment hours, but the plan is all yours.
Covers: Deployment.
Platform
Software, platform, and cloud providers deliver only infrastructure.
Infrastructure only: Deployment, Operation.
AInda
From the first stage to deactivation, within the contractual exposure caps.
Covers: Diagnosis, Deployment, Operation, Accountability for results, Authorized deactivation.
AInda delivers AI agents in production, with clear human owners. Processes run, people are accountable, and a complete evidence record shows what each agent did, with what authority, at what cost, and where human intervention was needed.
Operating model
The four steps and the backbone running through them
01Understand
Know what already exists in AI and decide what is worth doing
02Build
Real agents in production, at real volumes
03Operate and Answer
Operation is the center, with a behavior SLA
AInda Controle
Our control layer: governance, observability, FinOps, and evidence — as a continuous service.
Entry point
Recurring production is the destination. Governance is the critical path.
Comparison
Differences among delivery models
| Dimension | Consulting firm | Integrator | Platform | AInda |
|---|---|---|---|---|
| Deliverable | Diagnosis and recommendation | Implementation hours | Platform licenses | A managed process running with a named owner |
| End of scope | On report delivery | On technical handover | On renewal | On the authorized deactivation of the agent |
| Measurement | Adherence to plan | Milestones and hours | Usage and adoption | Performance indicators and cost per unit of work |
| Authority | Recommended | Configured | Parameterized | Enumerated and signed as a contract annex |
| Evidence and Metrics | Project document | Technical log | Product dashboard | Data generated during the operation, linked to sources |
| Risk | Borne by the client | Borne by the client | Borne by the client | Shared, with clear limits |
| Exit | End of contract | End of contract | Costly migration | Transfer to the client in an open standard |
| Cost | Per hour or phase | Per hour | Per seat or consumption | Per unit of work, with measured and published numbers |
No AInda delivery relies on proprietary platforms. The client can keep, replace, or combine harnesses, LLMs, and providers without losing agents, skills, evidence, or cost history.