Guide
- AI Strategy
Choosing Your First Workflow
The best first AI project is rarely the biggest. It is the workflow where a real, recurring problem meets useful data.
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Practical AI. Built in Seattle.
Put your busywork on autopilot.
Brackenwire is a Seattle AI systems agency that connects your tools, streamlines operations, and turns slow, manual processes into work that moves itself.
From one workflow to a connected, smarter company.
Live Workflow
Running
Request received
Service inbox · 08:12
Done
Context retrieved
9 approved sources
Done
Record updated
Ticket · awaiting review
Review
Hand-offs automated
Human review on
AI Agents
Knowledge Search
Workflow Automation
Data Integrations
Human-in-the-loop
Fewer handoffs. Faster answers.Use what you have.Automate the repeatable.Keep people in charge.
Better systems give your team time back.
AI has to earn its keep after the demo. It should make everyday work clearer, faster, and easier to grow.
01
Hours returned
Give your team time back for high-value work.
02
Connected workflows
Fewer copy-paste handoffs between the tools you already use.
03
Clearer decisions
Make company knowledge easy to find and act on.
04
Built to scale
Start with one valuable use case, then grow with confidence.
Selected Work
Results you can point to.
See how careful AI work helps Northwest teams turn everyday friction into a real advantage.
01
AI Knowledge · Customer Experience
Intelligent Support Desk
A knowledge assistant that helps a Tacoma equipment distributor’s support team find accurate answers fast.
View Case Study
02
Workflow Automation · Operations
Operations Without Bottlenecks
A workflow system for a Puget Sound freight broker that routes requests, updates records, and keeps teams aligned.
View Case Study
03
Data Systems · Decision Support
One View of Business Data
A unified data layer that helps a Spokane clinic group search, understand, and use scattered information.
View Case Study
Services
From a promising idea to a system you trust.
We pair strategy, engineering, and hands-on implementation to make AI useful inside your business—not just in a slide deck.
01
AI Strategy & Systems Design
Find the right opportunities, map the workflow, and design a solution around your goals, people, and data.
02
AI Agents & Workflow Automation
Build focused AI agents that handle repeatable work, connect your applications, and back up your team.
03
Knowledge Search & RAG
Make internal documents and hard-won know-how easier to find with search that understands context.
04
Data Pipelines & Integrations
Connect the systems your team depends on and move information where it needs to go.
05
Custom AI Product Development
Turn a proven use case into a polished internal tool or a customer-facing AI product.
06
Deployment, Evaluation & Support
Test outputs, monitor quality, improve reliability, and keep your system in step with how you work.
Not sure where AI fits yet? Pick one workflow first.
Built around people, real limits, and results you can measure.
Our Vision
Technology should give you momentum—not more to manage.
We believe the best AI fits around people, real-world constraints, and outcomes you can measure. Brackenwire brings new technology into the flow of everyday work, so teams spend less energy managing processes and more energy doing their best work.
A connected layer for your work
Your knowledge and tools, finally in sync.
Brackenwire connects business context, trusted data, and useful AI in one well-scoped system—so your team can find answers, kick off workflows, and act with more confidence.
Context-aware knowledge search
Get trusted answers from approved company sources.
Connected business tools
Bring key actions closer together through carefully scoped integrations.
Human-in-the-loop controls
Keep people in the loop wherever judgment, approval, or accountability matters.
Security-minded architecture
Design access, permissions, and data handling around your own requirements.
Designed with the people who do the work
We’re not here to add another tool. We’re here to make the tools and knowledge you have work better together.
The working principle behind every Brackenwire project
Intelligence by design
Less hype. More useful intelligence.
AI pays off when it is aimed at a real problem, fed by reliable information, and designed for the people who use it every day. We build with purpose, test with care, and keep improving from what the work teaches us.
Our Process
A clear path from idea to impact.
Discover
We learn your goals, map today’s workflow, spot the constraints, and pick a high-value place to start.
Design
We define the architecture, data access, user experience, success measures, and safeguards.
Build & Validate
We prototype fast, test against real scenarios, gather feedback from users, and refine.
Deploy & Improve
We launch with clear owners, watch performance closely, and keep iterating as needs change.
About Brackenwire
A practical Seattle partner for what’s next.
From our Fremont studio, Brackenwire brings strategy and engineering together to help teams adopt AI with clarity. We pick the right problem, build around real workflows, and stay close to the people who use it.
Strategy
Engineering
Implementation
Ongoing support
Engagement Options
Start with the problem. Scope the right solution.
Every AI system depends on your workflows, integrations, data, and risk requirements. These packages show how we usually engage; final pricing is confirmed after discovery.
Discovery Sprint
For teams that want a clear plan before committing to a build.
Starting price
From $7,500
Use-case and workflow review
Opportunity prioritization
Solution outline and next-step roadmap
Workflow Build
For a focused automation or internal AI assistant.
Starting price · Most popular
From $24,000
One scoped workflow or use case
Integration plan and implementation
Testing and handover documentation
AI Systems Partnership
For multi-workflow systems and ongoing improvement.
Custom proposal
Custom
Architecture across connected workflows
Phased delivery and evaluation
Ongoing optimization and support
Prices are starting points in USD for typical scopes. Your final price is set out in a written proposal after discovery.
FAQ
Questions, answered plainly.
Don’t see your question? Tell us about your workflow and we’ll reply with a practical next step.
Insights
Ideas for building smarter systems.
Practical notes on AI adoption, workflow design, and building systems people can actually trust.
Guide
- Knowledge Systems
RAG, Search, or Fine-Tuning?
How the main approaches to connecting AI with your organization’s knowledge compare.
Read Article
Guide
- Responsible AI
Designing Human Oversight into AI
Where approvals, escalation paths, and regular evaluation make automated systems more dependable.
Read Article
Notes from a Seattle AI studio.
A short monthly note from Seattle on useful AI systems, careful automation, and how teams really work.
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Let’s build something useful
Have a workflow worth improving?
Tell us what slows your team down. We’ll help you work out whether AI, automation, or a better-connected system is the right next step.