Mercuri FinanceMercuri needed a public-facing product and protocol presence that could explain a technically dense system, while also building internal leverage through AI systems and agentic workflows.

Minerva CloudMinerva Cloud needed stronger internal leverage across engineering delivery while also pushing forward a native AI system that could become part of the product itself.

Revenue sharingAI workflow automation

MelonMelon needed to move from early concept to a shipped fintech platform with stronger system performance, clearer product behavior, and a tighter delivery loop across the team.

Selected delivery stories across product, AI, and operations

A selection of the kinds of product, AI system, and agentic workflow engagements we help teams carry from concept to shipped experience.

Cases we are proud of partnership

FintechBlockchain

Mercuri Finance

CloudEngineering automation

Minerva Cloud

FintechRevenue sharing

Melon

Case studies and upcoming publications

These engagements tend to follow a similar pattern: sharpen the product story, support the underlying AI or systems work, and connect the public experience to real internal leverage.

23 projects

Already finished

8 industries

Covered

456 solutions

Integrated

Fintech

Mercuri needed a public-facing product and protocol presence that could explain a technically dense system, while also building internal leverage through AI systems and agentic workflows.

+118%

faster internal execution loops

+92%

clearer product and protocol framing

Cloud

Minerva Cloud needed stronger internal leverage across engineering delivery while also pushing forward a native AI system that could become part of the product itself.

+132%

faster engineering delivery flow

+101%

stronger AI system implementation pace

Fintech

Melon needed to move from early concept to a shipped fintech platform with stronger system performance, clearer product behavior, and a tighter delivery loop across the team.

+126%

faster delivery from concept to launch

+94%

stronger platform reliability and product clarity

Selected engagement patterns

Some work can be shared in full, while other engagements are still private or not yet ready for publication. The common thread is product clarity, stronger system implementation, and practical internal leverage through automation.

Product systems

Public surfaces, internal workflows, and technical narratives shaped together.

AI systems

Implementation support for AI-enabled product behavior and delivery operations.

Workflow automation

Operational leverage across marketing, outreach, engineering, and execution loops.

What clients say about Montana Labs

5.0/5.0

Mercuri Finance

Mercuri needed a public-facing product and protocol presence that could explain a technically dense system, while also building internal leverage through AI systems and agentic workflows. We supported Mercuri across the public product surface, AI system implementation, and agentic workflow automation for operations, marketing, outreach, and engineering.

Fintech

Read Case study

Minerva Cloud

Minerva Cloud needed stronger internal leverage across engineering delivery while also pushing forward a native AI system that could become part of the product itself. We helped Minerva Cloud automate the engineering pipeline end to end and supported implementation of Vox Engine, its native AI system built on OpenAI and Anthropic.

Cloud

Read Case study

Melon

Melon needed to move from early concept to a shipped fintech platform with stronger system performance, clearer product behavior, and a tighter delivery loop across the team. We supported Melon from inception to launch, leading engineering delivery across frontend and backend while also using AI workflow automation to improve how the team operated day to day.

Fintech

Read Case study

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