AI Agencies vs iii Partners
AI agencies have proliferated rapidly, offering to automate workflows, deploy large-language-model tools and build custom software inside businesses. For a PE-backed portfolio company, the core risk is the same it has always been with project-based vendors: the agency builds something, invoices and leaves, with no agreed baseline and no measured financial result. iii Partners starts every engagement with a documented financial baseline, builds the fix inside the operating business, and proves the impact before any expansion.
| Feature | iii Partners | AI Agencies |
|---|---|---|
| Financial baseline before build | Baseline is agreed and documented before a single line of technology is written, making the financial result auditable. | Agencies typically scope a build from a brief; the financial before-state is rarely captured or locked in before work starts. |
| Measured outcome | Post-deployment, actual operating cost or revenue is compared against the baseline and reported under the GOVENANT standard. | Success is usually defined by delivery of the requested software or workflow, not by a verified change in EBITDA or operating cost. |
| Operational problem identification | iii diagnoses where manual work, fragmented software and inefficient processes are costing the business money before prescribing any technology. | Agencies typically take the client's stated problem at face value and build to that spec, without an independent operational audit. |
| Stays in the engagement | iii builds alongside the business and remains accountable through the measure phase; expansion follows only when results are proven. | Most AI agency contracts conclude at launch or handover; ongoing accountability for financial impact is not standard. |
| AI as a tool, not the pitch | Many AI agencies lead with the technology and AI capability as the primary value proposition, regardless of the underlying operational problem. | |
| Portfolio-level scalability | A proven fix can expand across the company or across the sponsor's portfolio under the same accountability framework. | Agency engagements are typically scoped to a single project or single company; portfolio-wide rollout requires entirely new commercial arrangements. |
The difference that matters
Unlike an AI agency that builds a project, invoices and leaves, iii Partners agrees a financial baseline first and does not call the engagement successful until the numbers confirm the cost came down or the revenue went up.
FAQ
- How is iii Partners different from an AI agency if you both build software?
- The difference is the baseline and the measurement. iii Partners agrees the financial before-state before building anything, stays accountable through the measure phase, and only claims a result it has actually recorded. An AI agency builds to a spec and invoices on delivery.
- Can iii Partners take over a half-finished AI project an agency started?
- Possibly. The starting point would still be establishing a financial baseline — because without a documented before-state, any future improvement cannot be proven. Contact iii Partners to discuss the specific situation.
- Is iii Partners more expensive than an AI agency?
- Scope structures differ: iii Partners begins with a fixed-scope diagnostic rather than jumping straight to a build. Contact iii Partners for current pricing on the diagnostic and build phases relevant to your portfolio company.
- Do you use AI tools, or just recommend them?
- iii Partners builds and deploys the technology — including AI where it fits — directly inside the operating business. The difference is that AI is applied to a diagnosed operational problem, not proposed as a default solution.