The work a smaller company can bring us in to do.
Each service is scoped as an engagement with a written shape. It can be as small as 1 consult and 1 integration. Pricing is part of that discussion. It is a one time price tied to the consult, and based on a small cut of the real calculable ROI that the solution will provide, generating real savings. We're not selling a retainer based on a slogan. Each capability can stand alone. Most clients braid two or three.
AI strategy
We separate signal from inventory. The output is which work is worth it, whether to build or buy, and a starting sequence an owner and the people who do the work can both sign.
Applied AI engineering
We build production systems your team can run. Retrieval over the records you keep, evaluation that fails closed, interfaces people will use on a Tuesday, and a connection to the tools you already run.
Agentic systems
Agents that take actions need a narrower contract than chat. We design tool permissions, memory, escalation, and observability so autonomy is an operating choice, not an accident.
Data & platform foundations
If the data is unclear, the model will invent an answer. We work on access, the documents and records you already keep, and the plumbing that keeps the software useful after the first project ends.
Governance, risk & control
The guardrails and assurances that keep the work within your control. We write what is allowed, how it is logged, and what happens when it fails — then wire that into the system.
The principles behind this work are on our Responsible AI page.
Owner & workforce enablement
Owners need a working sense of what the technology can and cannot do. The people doing the work need fluency in their actual jobs. We design both, tied to the systems being deployed.
| Shape | Typical duration | What leaves the room |
|---|---|---|
| Diagnostic | 2–4 weeks | Readiness, risk register, sequenced bets |
| Build sprint | 6–12 weeks | A production slice with evaluation and owners |
| Operating partner | Quarterly | Platform, governance, and delivery cadence |
| Productize | Scoped | Software held by Mungry, offered as a product when that is the right choice |
Durations are examples only, and will vary by engagement size and requirements. Commercial terms are written per engagement.