AI Workflow Automation · Salem, Oregon

Your best people
shouldn't be doing
clerical work.

Every professional services firm has one workflow that eats their smartest people's time. We build AI automation custom-fit to that workflow, deploy it into the tools your team already uses, and keep human review where it matters. Built in-house. Shipped in weeks.

Book the AI Opportunity Audit See Our Work →

Salem, OregonRemote-firstShips in weeks

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Professional Services · AI Automation

Production knowledge graphs· Deployed AI platforms· Semantic search across files, email, and documents· Full-stack builds across cloud, edge, and native runtimes· AI-assisted procurement and scheduling SaaS· Production knowledge graphs· Deployed AI platforms· Semantic search across files, email, and documents· Full-stack builds across cloud, edge, and native runtimes· AI-assisted procurement and scheduling SaaS·

How This Works

The whole thing
in five lines.

We find the workflow that's eating your team's week.

We scope it properly before anyone writes code.

We build it with production discipline.

We deploy it into the tools your team already uses.

Your 40-hour workflow becomes a 4-hour workflow.

What We Build

Seven disciplines.
One team that ships.

AI workflow automation is our lead offering. The rest of the practice is a full in-house stack — because most automations need knowledge, infrastructure, and a place to live before they can run.

Lead offering

AI Workflow Automation

One workflow. Weeks-to-afternoon time savings.

Custom AI pipelines trained on your documents and templates, connected to the tools you already use, with human review at the points that matter. Not a generic chatbot — a production system built for one specific workflow.

What's folded in

Proposal writers, document processors, and report generators
Multi-step automations with review and approval gates
Team agents that coordinate across systems and inboxes
Data extraction from forms, contracts, specs, and invoices
Deployment inside Outlook, Word, Drive, Teams, or SharePoint

Custom-scoped after the AI Opportunity Audit · Start there →

Knowledge & Doc Intelligence

Turn the document pile into a usable memory.

RAG systems, semantic search, internal knowledge bases, and document intelligence. Your team finds answers in seconds instead of hunting through folders. Custom-scoped after discovery.

Voice AI

AI phone agents for reception, booking, triage, and after-hours.

Custom voice agents with your firm's tone and routing logic. Appointment booking, lead qualification, call transcription, CRM integration. Never miss a lead after hours.

Custom Software & Websites

Web apps, marketing sites, internal platforms, and mobile.

Design-forward builds from spec to production. Marketing sites that position the firm correctly. Internal platforms that replace spreadsheet workflows. Shipped with production discipline.

Cloud & Infrastructure

Network architecture, cloud platforms, hybrid systems, plus ongoing support for what we build.

Designed as one coherent system, not bolted together. Enterprise-grade network engineering. Cloud rightsizing. Migrations that don't break what's running. A direct line to the team that built your stack — no ticket queues, no call-center scripts.

Security & Compliance

Zero-trust, SOC 2, HIPAA readiness, endpoint protection, email security.

Assume breach and engineer accordingly. Zero-trust architectures, endpoint protection, incident response, and compliance readiness for firms that need to show their work.

Strategy & Advisory

Fractional CTO, AI roadmaps, architecture reviews, technology strategy.

For leadership that needs a senior technical voice without a full-time hire. AI opportunity mapping, roadmap planning, architecture reviews, vendor evaluation. Sitting on your side of the table, not the vendor's.

What We Ship

Shipped systems,
not slide decks.

AI Platforms

Production AI systems

Knowledge graphs, classifiers, agent workflows and review pipelines deployed into live daily operations — built with the reliability patterns that make AI usable past the demo.

AI · Agents · Review Pipelines

Knowledge Systems

Retrieval & intelligence

Semantic search, document intelligence and internal knowledge bases that work on messy real-world corpora. Graph layers when relationships matter. Hybrid retrieval with citations.

RAG · Semantic Search · Graph

Applications

Custom web apps & SaaS

Production web applications and mobile SaaS shipped end to end. From database schema through authenticated UI and native mobile deployment.

Web · SaaS · Mobile

Integrations

Workflow automation

AI-assisted workflow systems for high-volume repetitive work — document generation, intake, triage, extraction, classification.

Automation · Doc AI · Workflow

Platforms

Client portals & admin

Secure multi-tenant portals with messaging, invitations, role-based access, audit logging and account flows. Shipped fast without cutting corners.

Portals · Auth · Multi-tenant

Websites

Premium marketing sites

Design-forward websites for companies whose work is stronger than their current web presence. Editorial typography, motion with restraint, fast performance.

Design · Copy · Performance

04 / The engagement that starts it all Paid · One Week · Written Roadmap

Find the workflows worth automating before you pay for the wrong build.

Most teams can see AI belongs somewhere in the business. What they usually lack is a grounded view of which workflows are worth touching first, which should stay manual, and what a real implementation will cost. The AI Opportunity Audit is a one-week paid engagement that maps the work, identifies the highest-return opportunities, and ends with a written roadmap you can use immediately — with us, with your internal team, or with anyone else.

Format

Paid engagement

Length

One week

Output

Written roadmap

Book the AI Opportunity Audit

Why a paid audit

Free consults are built for selling, not diagnosis.

In an hour, no one serious can understand your workflows, data, approval paths and system handoffs well enough to tell you what to build.

The result of the shortcut

Generic advice. A recycled pitch. A scope written too early. And an implementation that fights the operation instead of supporting it.

A paid audit changes the posture on both sides. You bring real access, real context, and real intent. We block a full week to inspect how the work actually moves through your business, where the friction is, and where AI has a real case instead of a demo-worthy one.

It also filters for companies that are ready to move. If you're only curious about AI in the abstract, this is too much process and too much money. If you expect to make an implementation decision in the next six months, it's the cheaper first step.

Hiring the wrong AI consultant for a larger build is expensive. So is funding the wrong internal tool, over-buying software, or chasing an idea that dies the moment it touches your actual operation. A paid, scoped audit to avoid a much larger failed build is a disciplined buy. Priced based on scope after the kickoff call.

What you get

A written roadmap with numbers attached.

Not a slide deck. Not vague recommendations. A working document you can hand to a technical team, bring to a board meeting, or use to drive an internal project.

A current-state map of the workflows, tools, documents, approvals and handoffs reviewed during the week.

A prioritized list of 3–5 specific AI automation opportunities, ranked by ROI, effort and operational fit.

Hours-per-week and dollars-per-year cost estimates for each current workflow — who's doing it, how often.

Technical architecture sketches for the top two opportunities — data flow, review requirements, integration points.

Effort and cost ranges for each recommended build, with low and high estimates instead of one vague number.

A written roadmap: what to do first, what to defer, and what not to build at all.

A one-hour walkthrough call to review the report, answer questions, and pressure-test next steps with your team.

Optional follow-up — either a scoped implementation proposal or a handoff package your internal team can use.

During the week

Five days. One clear output.

Day 1

Kickoff interview

A focused call with the decision-maker and the people closest to the work. Define the business problem, the implementation window, and the workflows worth inspecting — not a canned deck.

Days 2–3

Systems & workflow discovery

We review the tools, docs, approvals, recurring tasks, and knowledge bottlenecks inside the selected part of your operation. Weak AI ideas fall apart here; the practical ones surface.

Days 3–4

Opportunity synthesis

Findings condensed into a shortlist of the strongest automation opportunities. Each one weighed against data availability, integration complexity, review needs, risk, and expected payoff.

Days 4–5

Draft roadmap

The shortlist turns into a written plan with priorities, architecture direction, implementation ranges, dependencies, and recommended sequence — clarity on what to do now and what can wait.

End of week

Walkthrough & delivery

We walk your team through the report live, answer questions, and outline the next step if you want to keep going. The roadmap is yours whether or not there's a second engagement.

What we're looking for

Every business has a different list. These surface often.

Most firms have three to five of these running at significant cost. The audit finds yours and ranks them.

Proposal writing & RFP responses

Senior staff losing days assembling from templates — SOW drafting, proposal writing, RFP responses.

Document review & extraction

Tax forms, contracts, specifications, invoices, patient records — structured data buried in unstructured files.

Report generation

Owner reports, client updates, status rollups, board packs that follow the same shape every time.

Client intake & onboarding

When the same information gets re-keyed across three systems before anyone can work with it.

Claims, prior auths, verification

Anywhere the workflow is repetitive and high-volume, with a predictable decision at the end.

Meeting minutes & follow-ups

Action items, follow-up drafting, status propagation — the post-meeting clerical tax on every team.

Inbox triage & draft replies

When email is the system of record and none of it is structured — routing, drafting, status lookup.

Knowledge lookup

When the team can't find the answer that exists somewhere in the firm, across files and email and chat.

System handoffs

Data handoffs between systems that weren't built to talk — the integration tax paid in copy-paste.

Who this is for

Operators ready to make a decision.

+ This is for you if

You already know AI belongs somewhere in the business — you just don't want to guess where.

You're a founder, operator, or functional leader running a company with real workflow complexity — internal docs, approvals, quoting, scheduling, intake, procurement, customer communication, knowledge retrieval, or repetitive back-office work that burns skilled people's time.

You expect to make an implementation decision in the next six months.

— This is not for you if

You're just curious about AI in the abstract.

This is for operators who are ready to move. If the current problem is "we have to do something with AI and don't know what," this is the cheapest, fastest way to get to "we're building X first, Y second, Z never."

If the problem is "we just want to see what's out there," a free webinar will serve better.

Frequently asked

The questions people actually ask.

Why is this paid when other firms offer free consultations? +

Free consultations produce selling, not diagnosis. In an hour or two, no one serious can understand your workflows well enough to tell you what to build. A paid audit means we block a full week to actually understand how your business moves instead of writing a scope from a single sales call. It also filters for companies ready to make a decision — no tire-kickers, no endless discovery calls that go nowhere.

What if we don't proceed to a project? Did I waste the money? +

No. The written roadmap is yours to keep. Clients regularly use audit findings to drive internal projects, bring in other vendors, or fix the highest-priority workflow in-house. The audit pays for itself by preventing a failed or mis-scoped build — regardless of who ends up doing the implementation.

Will you just recommend the most expensive option? +

No. The roadmap includes what to build, what to defer, and what not to build. Some of the strongest recommendations end up being "stop doing X" or "swap this tool for a cheaper one" — not a custom AI build. We'd rather you hit the right problem and hire us later than pay for an oversized build now.

Do you do this remotely or in person? +

Either. Remote-first is the default — async interviews, recorded walkthroughs, written deliverables. For clients in the Pacific Northwest, we can do onsite discovery at a premium if the workflow review benefits from seeing the team work in person.

What industries is this best for? +

Professional services firms, service businesses, and operators with workflow-heavy back offices. Strong fits include law firms, architecture and engineering firms, accounting and CPA firms, construction and real estate operators, and medical and dental administrative workflows. Any business where the same people do the same high-effort workflows repeatedly is a fit.

How fast can we start? +

Typical lead time is one to two weeks from signing. The audit itself runs in a single calendar week, with the roadmap and walkthrough delivered by the end of that week.

What about data privacy and security? +

All documents reviewed during the audit are treated as confidential under a standard NDA — ours or yours. We do not train models on your data, and no customer data leaves secure infrastructure without explicit written approval. Full details available on request.

How We Work

Audit first. Build with
intent. Ship into the
tools your team already uses.

Audit

Find the right workflow first.

One paid week to map the workflow, size the opportunity, and deliver a written roadmap.

Yours to keep either way.

Build

Production-minded, start to finish.

Front end, back end, AI layers, integrations, and admin controls built as one coherent system. Scope and timeline defined during the audit.

All work handled in-house. No outside subcontractors.

Ship

Into tools your team already uses.

Deployed into Outlook, Word, Drive, Teams, or SharePoint — not another dashboard to check.

Human review stays in the loop where it matters.

Start with the workflow
that's costing you the most.

One week gets you clear on where AI belongs, which workflow is worth automating first, and what it will take to ship. Then you decide what moves forward.