AI that works inside your business, not beside it

AI Workflows & Applications

We build AI applications that do real work — customer-facing voice and chat agents, internal tools that replace manual processes, and agentic workflows that operate as embedded partners across your departments.

What you get

AI voice & chat agents

Customer-facing voice and chat applications built on Retell, Vapi, or custom stacks — handling calls, booking appointments, and qualifying leads 24/7.

Internal AI tools

Purpose-built applications for your team — proposal generators, data review tools, reporting assistants — that save hours daily.

Agentic workflows

Multi-step AI workflows that research, decide, and act across your systems — not just chatbots, but operational partners.

MVP prototyping

Rapid prototyping of AI-powered products and features so you can validate ideas before committing to full builds.

AI Workflows & Applications process

Use case definition

We identify the highest-impact AI applications for your specific business context and constraints.

Architecture & tool selection

Model selection, integration design, and infrastructure planning based on your requirements.

Build & iterate

Rapid development cycles with working demos at every stage so you can test with real users early.

Production deployment

Hardened deployment with monitoring, fallbacks, and escalation paths for edge cases.

Continuous improvement

Ongoing prompt tuning, model updates, and feature expansion based on usage data and feedback.

Featured work

Precision Garage Door

BTCS Group

Amalgamy.ai

Testimonials

[DRAFT] Umbral rebuilt our entire data pipeline and gave us a single view of every customer. We went from guessing to knowing exactly where revenue comes from.

[Client Contact]

Texas Metal Works

[DRAFT] They reactivated leads we had written off as dead. Within the first month, our calendar was full again and pipeline value doubled.

[Client Contact]

Precision Garage Door

[DRAFT] Umbral's team understood our AI platform at a technical level from day one. They didn't just consult — they built the infrastructure we needed to scale.

[Client Contact]

ThisWayGlobal.com

[DRAFT] The automation workflows they built eliminated hours of manual work per day. Our team can finally focus on the work that actually moves the needle.

[Client Contact]

WeldProjects.com

[DRAFT] Working with Umbral felt like adding a senior engineering team overnight. They shipped production-ready AI workflows faster than we thought possible.

[Client Contact]

Amalgamy.ai

[DRAFT] Umbral rebuilt our entire data pipeline and gave us a single view of every customer. We went from guessing to knowing exactly where revenue comes from.

[Client Contact]

Texas Metal Works

[DRAFT] They reactivated leads we had written off as dead. Within the first month, our calendar was full again and pipeline value doubled.

[Client Contact]

Precision Garage Door

[DRAFT] Umbral's team understood our AI platform at a technical level from day one. They didn't just consult — they built the infrastructure we needed to scale.

[Client Contact]

ThisWayGlobal.com

[DRAFT] The automation workflows they built eliminated hours of manual work per day. Our team can finally focus on the work that actually moves the needle.

[Client Contact]

WeldProjects.com

[DRAFT] Working with Umbral felt like adding a senior engineering team overnight. They shipped production-ready AI workflows faster than we thought possible.

[Client Contact]

Amalgamy.ai

[DRAFT] Umbral rebuilt our entire data pipeline and gave us a single view of every customer. We went from guessing to knowing exactly where revenue comes from.

[Client Contact]

Texas Metal Works

[DRAFT] They reactivated leads we had written off as dead. Within the first month, our calendar was full again and pipeline value doubled.

[Client Contact]

Precision Garage Door

[DRAFT] Umbral's team understood our AI platform at a technical level from day one. They didn't just consult — they built the infrastructure we needed to scale.

[Client Contact]

ThisWayGlobal.com

[DRAFT] The automation workflows they built eliminated hours of manual work per day. Our team can finally focus on the work that actually moves the needle.

[Client Contact]

WeldProjects.com

[DRAFT] Working with Umbral felt like adding a senior engineering team overnight. They shipped production-ready AI workflows faster than we thought possible.

[Client Contact]

Amalgamy.ai

[DRAFT] Umbral rebuilt our entire data pipeline and gave us a single view of every customer. We went from guessing to knowing exactly where revenue comes from.

[Client Contact]

Texas Metal Works

[DRAFT] They reactivated leads we had written off as dead. Within the first month, our calendar was full again and pipeline value doubled.

[Client Contact]

Precision Garage Door

[DRAFT] Umbral's team understood our AI platform at a technical level from day one. They didn't just consult — they built the infrastructure we needed to scale.

[Client Contact]

ThisWayGlobal.com

[DRAFT] The automation workflows they built eliminated hours of manual work per day. Our team can finally focus on the work that actually moves the needle.

[Client Contact]

WeldProjects.com

[DRAFT] Working with Umbral felt like adding a senior engineering team overnight. They shipped production-ready AI workflows faster than we thought possible.

[Client Contact]

Amalgamy.ai

Ready to build something that compounds?

Talk with our team