Foundry · LabsAI Business SystemsBook the Assessment →

AI systems that deliver value.

We believe time is your most important resource. We research, test, and build systems designed to increase workforce throughput, not headcount. The path to meaningful AI adoption can be complicated and confusing. We're here to provide the clarity and answers you need for your business.

First step
1-hour AI Assessment
Cost
Free
You leave with
An initial AI Assessment Roadmap
Your workflows inWorking system out????Your existing stackNo rip-and-replaceThe systemAgentGuardrailsHumancheckOperator dashboardFallbackTime backTune to feedbackSupport triageNowLead routingNowROI hypothesis statedDocument reviewLaterOps handoffsLater1234Foundry · LabsThe Foundry Method04MaintainKept running, tuned to your feedback.

First step: the AI Assessment · 1 hour · Free

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The Foundry Method

Assess

Workflows mapped, tools audited, ROI hypothesis stated.

  • It starts with the AI Assessment: a 1-hour video call.
  • We map a few live workflows, talk through pain points, and find what would be most beneficial first.
  • You get an initial AI Assessment Roadmap. Yours to use with us or on your own.
Book the Assessment →

The Foundry Method

Design

System architecture, data flows, fallback paths.

  • We measure ROI before we build: a hypothesis we can prove or disprove with numbers in your business.
  • Vendor-neutral. We tell you what tool fits, not what we sell.
  • You get a fixed quote before any contract is signed. No clock running, no surprise invoice.

The Foundry Method

Implement

Ship to production inside your existing stack.

  • Integrations with the tools you already use. No rip-and-replace.
  • Guardrails, fallbacks, and human checkpoints where they matter.
  • Documentation you own: the operator playbook, the dashboards, and the access.

The Foundry Method

Maintain

Take full ownership, or keep us on. We maintain, update, and tune to your feedback.

  • Every custom service includes thirty days of post-launch tuning.
  • If your team cannot run it without us, we have not finished the job.
Schedule a call →
Services

What we build.

Foundry · LabsWhat we build01AssessmentOne hour. An initial AI Assessment Roadmap.

Deeper services: a fixed quote · before any contract is signed

Schedule a call
A few live workflows inRoadmap outWorkflow 1Workflow 2YourbusinessWhat todo firstBuild, buy,do nothingNextstep1 hourAssessment video callFreeDo firstNowDo laterLaterRough cost, riskWhat comes next, whyAssessment RoadmapWithin 2 days123
One hour. An initial AI Assessment Roadmap.

AI Assessment

A clear, business-specific read on where to start with AI, what comes next, and what it should cost.

  1. A 1-hour Assessment video call.
  2. We map a few workflows, talk through pain points, and discover what might be most beneficial first.
  3. Your initial AI Assessment Roadmap is delivered within two days of the video call.

Ideal forOwners and operators of roughly 20 to 500 people, with a thin AI team or none, who want a clear-eyed read before committing budget.

Book the Assessment →1 hour · Free
One repeatable workflowOperating itselfYour existing toolsNo rip-and-replaceInboxCRMDocsChatIntakeTriageRouteHand offEnd to end, in productionPost-launch tuningHolds up under real loadDay 01020Day 30LaunchDocumentedhand-off123
One workflow, run end to end inside your tools.

Automated AI Business Systems

Repeatable workflows eating hours every week: support triage, lead routing, document review, ops handoffs. Get that time back.

  1. An end-to-end production AI workflow, installed in your stack.
  2. Integrations with your existing tools. No rip-and-replace.
  3. A documented hand-off with 30 days of post-launch tuning.

Ideal forTeams with a clear, repeatable process that has outgrown manual effort.

See the full scope →Fixed quote · 30 days of tuning
AI from the first lineShipped and watchedInterfaceContent and copyOn-page AI featuresDataAI in the structureBolted on laterMonitoringProduction deployVercel or CloudflareDocs and team training1234
AI in the structure, not bolted on.

AI-Native Web / App Build

A website or internal application with AI built in from day one. Not bolted on later as an afterthought.

  1. Designed and engineered as one product, with AI in every layer.
  2. Production deploy on Vercel or Cloudflare, with monitoring.
  3. Content, copy, and on-page AI features done together.
  4. Hand-off with documentation and team training.

Ideal forBusinesses launching a new product, or rebuilding one, where AI is core, not cosmetic.

See the full scope →Fixed quote
Your AI decisionsA vendor-neutral seatYour leadershipAI decisionsStanding seatRegular working sessionsVendor evaluationFitCostRiskVendor AVendor BVendor C?Build or buyBuildBuyRFP reviewAI strategy and roadmapNowNextLaterYour business goals1234
A standing seat at the decision table.

Consulting

You don't need a build right now. You need someone in the room when AI decisions get made.

  1. A standing seat in your AI decisions, with regular working sessions alongside your leadership.
  2. Vendor evaluation, build-vs-buy calls, RFP review.
  3. AI strategy and roadmap planning tied to your business goals.
  4. Strategic guidance for your executive leadership.

Ideal forLeaders making ongoing AI calls who want a trusted partner rather than a one-off project.

See the full scope →Vendor-neutral · Fixed quote
One workflow, one agentWhat it did and whyGuardrailsRead emailLook up dataDraft replyBook meetingAgentOne jobTool accessInboxRecordsCalendarFallbackHumancheckOperator dashboardWhat it didWhyStatusHuman1234
One job, a tool-use loop, a human checkpoint.

Custom AI Agents

AI that takes action, not just answers questions. It handles the email back-and-forth, looks up the data, drafts the response, and books the meeting.

  1. A production AI agent built for one specific workflow, end to end.
  2. Tool use, integrations, and access to the systems the work lives in.
  3. Guardrails, fallbacks, and human-in-the-loop checkpoints where they matter.
  4. An operator dashboard so you can see what the agent did and why.

Ideal forTeams who have proved AI helps and now want it operating a workflow end to end, not just drafting suggestions.

See the full scope →Fixed quote
The workflows you runPlaybooks you keepWorkflowWorkflowWorkflowBuilt aroundyour workflowsLive workshopsPromptingTool useQuality checksOperatorplaybookKept after we leaveOptional 1:1Leaders, power usersAI you pay forHow operators apply itThe gap we close1234
From the workflows you run to playbooks you keep.

Training

There is a gap between the AI capability you pay for and how your operators apply it to the work in front of them.

  1. Hands-on training built around the workflows your team actually runs.
  2. Workshops on prompting, tool use, and AI quality checks for operators.
  3. Operator playbooks and reference materials your team keeps after we leave.
  4. Optional 1:1 sessions for leadership or specific power users.

Ideal forTeams that have rolled out AI tools but are not getting the productivity gains the demos promised.

See the full scope →Schedule a call →
The AssessmentThe first step

One hour. An initial AI Assessment Roadmap.

A 1-hour video call. We walk a few of your real workflows, talk through pain points, and decide what to do first, what comes next, and what it would roughly cost. No pitch.

Length
1 hour
Cost
Free
You get
An initial AI Assessment Roadmap, delivered within two days of the video call.
Deeper work
A fixed quote before any contract is signed.
Book the Assessment Schedule a call
Example

Issue 1

Initial AI Assessment Roadmap

For

Regional HVAC contractor

Walked

Dispatch, close-out, restock

  1. 01
    Map the four departmentsWk 1-2 · Ops mgr · Map

    Dispatch, techs, office, warehouse: who does what, in which system.

  2. 02
    Define the critical pathWk 3 · Service mgr · Paths

    Billing, warranty and restock wait on close-out notes.

  3. 03
    Determine what can be measuredWk 3-4 · Office mgr · Baseline

    Close-out lag exists; first-time fix needs logging.

  4. 04
    Implement close-out firstWk 5-8 · Lead tech · Live form

    Configure the field app they own; buy only if needed.

  5. 05
    Iterate and fine-tuneMo 3 · Owner · Review

    Monthly numbers review; then van restock, or stop.

Within two days of the video call. Fixed quote before any contract.

Commitments

What you can hold us to.

  1. We are vendor-neutral.

    We tell you what tool fits, not what we sell. We don't get paid by Zapier, OpenAI, or anyone else.

  2. We measure ROI before we build.

    Every service starts with a hypothesis we can prove or disprove with numbers in your business.

  3. Service stays personal.

    Every client gets senior attention, not a junior hand-off.

  4. We implement working systems.

    Not slide decks or shallow chatbots. Systems that become a workforce multiplier.

Questions

Before you book.

How does pricing work?

The AI Assessment is a free 1-hour video call. Deeper services are scoped with you and priced once we agree on the work. We share a fixed quote before any contract is signed, so there is no clock running and no surprise invoice.

How fast can a custom service ship?

Custom systems can take two to six weeks depending on scope. Some high-value implementations can be in use within our first week. We will not quote a timeline we do not believe in.

Which AI tools and vendors do you deploy?

Whichever we agree are the best fit for your business. We get paid by you, not by tool vendors, and we will tell you when an off-the-shelf product is a better fit than a custom build.

What if the system underperforms after we go live?

Every custom service includes thirty days of post-launch tuning. We watch the system together, fix what needs fixing, and adjust thresholds. If something is fundamentally off after that, we work with you on a plan to get it right.

Start with the Assessment, or go straight to a build?

If you already know which workflow you want shipped and have the data to support it, we can scope a build directly. Most engagements benefit from starting with the Assessment, so we build the right things for the operational reality of your business.

The first step

Bring one workflow. Leave with a roadmap.

Book the Assessment Schedule a call →
Length
1 hour
Cost
Free
Roadmap
Within 2 days
Builds
Fixed quote first

AI Assessment
1 hour · Free

Book the Assessment