Your people do great
work. Agents help them
do more of it.

Build AI around your business, not the other way around. No new
platform. No massive implementation. Just practical AI solutions
that deliver measurable results in weeks and leave you in control.

We build AI agents that automate your business workflows

Reduce manual work. Increase productivity. Deploy production-ready agents in weeks, not months.

Our AI offerings:

Ignition

Our four-week starter engagement: a working agent, a governance framework, a prioritized backlog that becomes your agentic AI strategy, and capability transfer to your team

Agentic AI training

Practitioner-led training that gets your team building, evaluating, and operating real agents

Reorganized
Agent design and development

Production-grade agents built around the workflow, not the platform

Workflow discovery and automation

Untangling the business rules, data dependencies, and operational logic that most pilots skip

Process Automation
Systems and data integration

Connecting agents to your existing tools, data, and identity infrastructure, inside your existing controls

Prowess Team
Managed AI operations

Monitoring, evaluation, guardrails, and continuous improvement for agents already in production

From bottlenecks to breakthroughs in under 4 weeks

Unlike traditional software implementations that take weeks or months and often create new bottlenecks, Prowess enables your teams to build their own throughput solutions immediately.

What is agentic AI?

Agentic AI is AI that doesn’t just answer questions; it completes work. Unlike traditional AI tools that generate content or provide suggestions, agentic AI can understand a business objective, make decisions within defined rules, use software and data across systems, and carry tasks through to completion with human oversight. 

Two clients. Two very different industries. The same pattern.

A 68-year-old nonprofit, mission-driven, with no automation history

BDPA’s executive director, Mike Stone, and operations lead, opened the door to something most leadership wouldn’t. They let us start small, with one of their staff members, and one workflow.

After two short training sessions, a staff member with no technical background built an agent that turned a four-hour data consolidation task into twenty seconds. First attempt. He didn’t think it was a big deal.

“After the workshop, I built my first agent in under an hour. I didn’t need a technical background or hand-holding. The training made it feel doable and even fun.”
Lainey Braatz
Senior Administrator, BDPA

$180,000 / year

of previously outsourced accounting work — replaced by agents built by their own staff.

A family-owned food importer running on a 20-year-old ERP

Their customers send orders any way they want — handwritten notes, photos of paper invoices, PDFs, sometimes a single line in an email. Someone on the team had to turn all of that into structured orders.

We wrapped an agent around their existing systems. Nothing changed for their customers. Their ERP didn’t change. Their team’s job changed.

“We get orders so many ways. With traditional software, it wasn’t practical to automate. We can’t believe what’s possible with AI agents. It’s changing our business without changing our processes.”
Lawrence Hou
Director of Operations, Golden International Corporation

2 hours → 5 minutes

per customer order — at a total technology cost of $20/month.

Your agentic AI project with Prowess

Our proven step-by-step process delivers you a live AI agent in just 4 weeks, paving the path toward capacity scaling.

  • Define problem

    Our team will work with you to identify a "first digestible problem" to solve.

  • Build

    We'll build the first AI agent prototype.

  • Test & feedback

    We'll run tests and gather your feedback on the prototype.

  • Revise

    We'll incorporate test results and your feedback to finalize the AI agent.

  • Launch

    We'll launch the AI agent and train your team on how to use it.

  • Scale

    We'll drive capacity expansion across teams, departments, and divisions

“The single biggest mistake organizations make is looking at AI as a system to install. The work starts in the seams. That's where the drag is. That's where AI agents belong.”
Julian Lancaster
CISO, Prowess Consulting

Benefits across all departments

The current AI landscape often limits models to single task outputs. Agentic AI transcends that by:

Engineering

Operations

From workflow bottlenecks to continuous flow

  • The Bottleneck: Manual data entry, approval routing, status updates, and coordination consume hours daily.
  • The Solution: AI agents automate entire operational workflows, from data capture through approvals to execution and reporting.
  • Throughput Impact: Processes that took days complete in hours. Tasks that took hours complete in minutes. Your operations team’s capacity multiplies without adding staff.
Data empowerment

Customer support

From queue overload to instant resolution

  • The Bottleneck: Manual data entry, approval routing, status updates, and coordination consume hours daily.
  • The Solution: AI agents automate entire operational workflows, from data capture through approvals to execution and reporting.
  • Throughput Impact: Processes that took days complete in hours. Tasks that took hours complete in minutes. Your operations team’s capacity multiplies without adding staff.
Data Security

Compliance

From documentation drag to real-time readiness

  • The Bottleneck: Regulatory interpretation takes days. Documentation lags behind operations. Compliance reviews create project delays. Audit preparation consumes weeks of team capacity.
  • The Solution: AI agents continuously monitor regulatory changes, auto-generate compliant documentation, flag potential issues in real-time, and maintain audit-ready records automatically.
  • Throughput Impact: Compliance transforms from a bottleneck that slows the business to an automated function that keeps pace with operations. Teams spend weeks on strategy instead of documentation.
Analytics Solutions

Analysis & reporting

From data delay to instant insights

  • The Bottleneck: Manual data entry, approval routing, status updates, and coordination consume hours daily.
  • The Solution: AI agents automate entire operational workflows, from data capture through approvals to execution and reporting.
  • Throughput Impact: Processes that took days complete in hours. Tasks that took hours complete in minutes. Your operations team’s capacity multiplies without adding staff.
Automation

Software development & IT

From deployment delays to continuous delivery

  • The Bottleneck: Manual testing, deployment coordination, infrastructure management, and incident response slow development velocity and stretch IT teams thin.
  • The Solution: AI agents automate testing pipelines, manage deployments, optimize infrastructure, and respond to incidents, often resolving issues before humans even notice them.
  • Throughput Impact: Development cycles accelerate. Deployment frequency increases. System reliability improves. Your technical teams focus on innovation instead of maintenance.

Real results

We have shipped successful AI agents across nonprofits, arts & entertainment, international trade, technology/consulting, and financial services.

$180K

in cost savings

> 2x

capacity gain

20-30s

agent runtimes

20+ years partnering with industry leaders

vmware
Lenovo
AWS
Dell Technologies
Adobe
AMD

Start your Ignition

A focused strategic engagement with defined deliverables and a working agent at the end. Not a pilot. Not a strategy deck. A real result, in just 4 weeks. 

Ignition is how a relationship with Prowess starts. It’s designed to do three things at once: prove that agentic AI works in your environment, transfer enough capability to your team that they can keep going, and produce a prioritized backlog of the agents most likely to create value next. 

What you get from us

Automation

A working agent

Built around a real workflow, in production, delivering measurable outcomes.
Data empowerment

A governance framework

Built before any agent runs, owned by your team, designed around your security and compliance posture.
Knowledge

A prioritized backlog

A clear-eyed view of the agents most likely to produce value next, ordered by impact and feasibility.
Innovation

Capability transfer

Your team participates in the build, so the knowledge stays with you.

Ignition is how it starts. Capability is what compounds.

Most consultancies have an unspoken business model: the more mature a client becomes, the more dependent they get. We built Prowess the opposite way. The more capable your team becomes, the more sophisticated the work we can do together and the less you need us for the basics.

That’s the through-line across every kind of engagement we run. Sometimes a client wants to learn to build agents themselves, and we teach. Sometimes they want us to design and deliver the agents, and we do. Sometimes they want us to run the whole thing as a managed operation, and we run it. Most clients end up needing some mix of all three, and the mix shifts as they grow.

What stays constant is the direction. Every engagement transfers capability. Every capability transfer creates the next, more interesting problem worth solving together. The work gets harder over time, not because you depend on us more, but because you can do more and your vision has expanded to address bigger challenges. Our methodology creates a virtuous cycle: each successful implementation expands both organizational capability and leaders’ vision for what’s possible. That’s where the greatest value of agentic AI emerges, not from a single solution, but from the momentum it creates for continuous improvement and innovation.

"We are here to unleash capability and help clients capitalize on it. The work that follows is more sophisticated, not more dependent."

We're your long-term agentic AI strategic partner

With a focus on real business outcomes, we guide your teams through adopting agentic AI responsibly, turning innovation into lasting enterprise value.

Cyclical cycle of Prowess' agentic AI approach.

Get started with self-led learning

Watch our free Agentic AI video training series, led by Julian Lancaster, CISO at Prowess Consulting. This foundational series breaks down the essentials for business leaders and tech professionals, delivering practical insights and tools to help you scale your capacity with confidence. 

Meet our leadership

Aaron Suzuki

Aaron Suzuki

FAQs: What leaders ask us first

Every Ignition conversation we’ve ever had has started with some version of these questions. Here are honest answers.

The answer is no, as long as you design and deploy agents properly. Agents operate within governed, policy-controlled environments. Data access is scoped, auditable, and owned by your IT team. Governance is the first thing we build in an Ignition engagement not the last. No agent runs in your environment before that framework is in place.

Well-built agents reduce compliance risk because they make processes consistent, documented, and repeatable. We design every engagement with your compliance requirements as a core consideration, not an afterthought. In fact, AI agents are incredibly well-suited to supporting compliance workstreams. Compliance teams are often identified as a starting point for organizations’ first agents.

This is a very common complaint, and the reason is almost always the same: the project started with a platform decision instead of a workflow. We start the other way around. We pick the workflow first, build the agent around it, and the technology question becomes a downstream choice instead of a defining one.

Strategy emerges from experience. Ignition produces a prioritized backlog, not a roadmap. The backlog is your strategy, grounded in what actually creates value in your business, ordered by what’s most likely to work next.

While Generative AI focuses on producing standalone outputs in response to prompts, Agentic AI refers to a broader set of emerging capabilities that extend beyond simple generation. These systems are designed to execute multi-step workflows, often using tools or APIs, and can include multi-agent architectures that collaborate on complex tasks. Agentic AI builds on the foundation of GenAI, adding layers of autonomy, orchestration, and adaptability to tackle more sophisticated enterprise use cases.

This is the part that surprises leaders most. Workers don’t resist agentic AI the way they’ve resisted past technology rollouts because they’re not being asked to adapt to a new system. They’re being given a tool that does their work, their way. Adoption follows because the value is immediate and personal. Work is easier and gets done faster.

Yes. We embed transparency, documentation, and human in the loop checkpoints to uphold responsible governance.

Use it where multistep processes, real time decisioning, or continuous learning are critical—such as customer support, cybersecurity, DevOps, BI, and predictive maintenance.

Let's talk about your ignition

Most of our best engagements start with a 30-minute conversation centered around the problems you want to solve. We’ll dissect a real workflow in a live working session. By the end of it, you’ll know whether agentic AI is worth pursuing in your organization and whether we’re the right partner to do it with.

The most useful question you can come prepared to answer: what’s a four-hour task in your organization that should take four minutes?

We’ve never been in a room where someone couldn’t answer it.

Book a 30-minute conversation
Aaron Suzuki

Aaron Suzuki

CEO

As founder and CEO of Prowess, Aaron Suzuki has led the organization to become a thriving business filling the important space between technology development and marketing teams with technology, applications, content, and analytics.

Aaron was also the founder and CEO of SmartDeploy, a Seattle-based IT management software company. SmartDeploy simplified the secure configuration and management of business computing endpoints for thousands of customers globally.

Earlier in his career, Aaron served as Director of Business Development at Entirenet, a Seattle-based technical services firm. Before moving to Seattle, Aaron was President of Inetz Media Group, a web application development company based in Salt Lake City.

Aaron holds a B.S. from Brigham Young University and a M.S. from the University of Iowa. An avid cyclist and passionate skier, he also serves on the Board of Directors of Blue Devils Performing Arts, a youth performing arts non-profit.