Services

Four disciplines,
one team that sticks by you

Most firms bill hours. We price the work — scoped before it begins, delivered by the same people who built it, operated long after the project closes.

How the disciplines connect

Your business draws on all four

IT keeps the lights on. Automation connects the moving parts. Architecture shapes what gets built. AI makes it adaptive. Most clients start with one and grow into the rest.

Foundation
01
IT Support & Maintenance

The floor everything else stands on. If the endpoints, tenants, and networks aren't solid, nothing upstream matters.

Flow
02
Automation & Integration

The workflows that move data between systems without someone copying and pasting. Where most of the visible value shows up first.

Structure
03
Architecture & Infrastructure

The platform decisions — where things run, how they scale, what talks to what. Gets it right once so it doesn't need rebuilding.

Intelligence
04
AI & Agentic Systems

The layer that watches, decides, and acts. Turns static automations into systems that improve on their own.

Four disciplines

What each layer actually ships

The named deliverables under each discipline — not job titles, not "areas of expertise." Concrete categories of work you can point at and ask for.

01 / 04

IT Support & Maintenance

The foundation your business runs on.

  • Hardware & software lifecycle

    Workstation upgrades, hardware and software updates, network modernization. The stuff that quietly breaks when nobody's watching.

  • Microsoft 365 & Google Workspace

    Tenant and identity administration, licensing, email, and the everyday apps your team relies on.

  • Network & connectivity

    Firewall rules, VPN tunnels, DNS, monitoring. The plumbing between everything else.

  • Vendor & escalation management

    We sit between you and your ISP, your hardware vendor, your application support queues. One point of contact for all of it.

02 / 04

Automation & Integration

Connecting the systems you already use.

  • Workflow automation

    A full workflow or a single task. Intake → process → result, with error handling and human approval where it matters.

  • System integration

    Direct connections between CRM, accounting, ticketing, inventory, and anything else that requires you to export or manually re-enter your data.

  • Data transformation

    Reshaping data between systems that don't agree on formats, field names, or timing. The translation layer that takes real expertise to get right.

  • Reconciliation & reporting

    Automated matching, exception flagging, and near-real-time reports that tell you where things stand right now — not a manual report at month-end.

03 / 04

Architecture & Infrastructure

Right for today, never a dead end.

  • Cloud infrastructure

    Public or private cloud — designed, deployed, and managed. Sized right, secured, and documented.

  • Operational Data Layer

    An Operational Data Layer that replicates from your applications, shapes raw feeds into clean business objects, and keeps every system in sync.

  • Proven patterns

    Hardened patterns refined over years of real builds — proven solutions and hard-won judgment applied to your business, not reinvented each time.

  • Security

    Network segmentation, access controls, and secrets management. Built in, not bolted on.

04 / 04

AI & Agentic Systems

Where your business's judgment learns to act.

  • Domain-expert agents

    Domain-expert agents that apply your business objectives to triage, assess, route, and act — within guardrails you define.

  • Language model integration

    Language models wired into your data and workflows — tools that read, reason, and act. Including the MCP layer that lets you work with your systems straight from a chat client like Claude Desktop.

  • Knowledge systems

    Knowledge graphs and embeddings over your documents, tickets, and institutional memory — so agents reason over what your business actually knows. Grounded in your data, not the internet.

  • Agent engineering

    Intentional engineering, not prompt-tweaking. Chaining, routing, parallelization, and evaluator-optimizer loops — the patterns that ensure the right outcome and protect the agent's reputation.

How we scope

Judgment, calibrated by AI

You describe what you need; we respond with a fixed effort — a span — sized by experience and judgment, and calibrated by modern tooling.

The price is the price

You see the price, effort, and duration before we start. Effort is fixed — no matter if the work runs long or short.

Flat Rate clients get fixed-price quotes per task. Service Block clients get the same spans at a volume discount, plus access to tracked-time billing for work that doesn't fit a fixed scope.

See the full rate card
Start here

Where's the friction?

Share what's slow, broken, or held together with bubblegum and barbed wire. We'll point you to the discipline that fixes it.

Start a conversation
Services

Four disciplines,
one team that sticks by you

Most firms bill hours. We price the work — scoped before it begins, delivered by the same people who built it, operated long after the project closes.

How the disciplines connect

Your business draws on all four

IT keeps the lights on. Automation connects the moving parts. Architecture shapes what gets built. AI makes it adaptive. Most clients start with one and grow into the rest.

  1. 01 · Foundation

    IT Support & Maintenance

    The floor everything else stands on. If the endpoints, tenants, and networks aren't solid, nothing upstream matters.

  2. 02 · Flow

    Automation & Integration

    The workflows that move data between systems without someone copying and pasting. Where most of the visible value shows up first.

  3. 03 · Structure

    Architecture & Infrastructure

    The platform decisions — where things run, how they scale, what talks to what. Gets it right once so it doesn't need rebuilding.

  4. 04 · Intelligence

    AI & Agentic Systems

    The layer that watches, decides, and acts. Turns static automations into systems that improve on their own.

01 / 04 · Foundation

IT Support & Maintenance

The foundation your business runs on.

  • Hardware & software lifecycle

    Workstation upgrades, hardware and software updates, network modernization. The stuff that quietly breaks when nobody's watching.

  • Microsoft 365 & Google Workspace

    Tenant and identity administration, licensing, email, and the everyday apps your team relies on.

  • Network & connectivity

    Firewall rules, VPN tunnels, DNS, monitoring. The plumbing between everything else.

  • Vendor & escalation management

    We sit between you and your ISP, your hardware vendor, your application support queues. One point of contact for all of it.

What this looks likeExample

A client's M365 tenant had years of overspending — unused accounts, over-provisioned licenses, no conditional access. We audited, cleaned, and locked it down.

Engagement
Tenant audit + cleanup
Outcome
Hardened & monitored
Now
Ongoing management
Discipline mix
01 primary
02 / 04 · Flow

Automation & Integration

Connecting the systems you already use.

  • Workflow automation

    A full workflow or a single task. Intake → process → result, with error handling and human approval where it matters.

  • System integration

    Direct connections between CRM, accounting, ticketing, inventory, and anything else that requires you to export or manually re-enter your data.

  • Data transformation

    Reshaping data between systems that don't agree on formats, field names, or timing. The translation layer that takes real expertise to get right.

  • Reconciliation & reporting

    Automated matching, exception flagging, and near-real-time reports that tell you where things stand right now — not a manual report at month-end.

What this looks likeExample

A client's invoicing process required entering the same data across multiple systems. We built automation that watches for completed work, drafts the invoice, syncs it across their applications, and flags anything that needs human attention.

Before
~4 hrs weekly
After
~10 min review
Systems linked
CRM · accounting · ticketing
Discipline mix
02 primary, 01 backing
03 / 04 · Structure

Architecture & Infrastructure

Right for today, never a dead end.

  • Cloud infrastructure

    Public or private cloud — designed, deployed, and managed. Sized right, secured, and documented.

  • Operational Data Layer

    An Operational Data Layer that replicates from your applications, shapes raw feeds into clean business objects, and keeps every system in sync.

  • Proven patterns

    Hardened patterns refined over years of real builds — proven solutions and hard-won judgment applied to your business, not reinvented each time.

  • Security

    Network segmentation, access controls, and secrets management. Built in, not bolted on.

What this looks likeExample

A client wanted disaster recovery for their on-premises server. We designed a hybrid setup with rapid failover if the worst happens.

Pattern
Hybrid on-prem + cloud
Failover
Rapid, automatic
Hand-off
Documented & operated
Discipline mix
03 primary, 01 ongoing
04 / 04 · Intelligence

AI & Agentic Systems

Where your business's judgment learns to act.

  • Domain-expert agents

    Domain-expert agents that apply your business objectives to triage, assess, route, and act — within guardrails you define.

  • Language model integration

    Language models wired into your data and workflows — tools that read, reason, and act. Including the MCP layer that lets you work with your systems straight from a chat client like Claude Desktop.

  • Knowledge systems

    Knowledge graphs and embeddings over your documents, tickets, and institutional memory — so agents reason over what your business actually knows. Grounded in your data, not the internet.

  • Agent engineering

    Intentional engineering, not prompt-tweaking. Chaining, routing, parallelization, and evaluator-optimizer loops — the patterns that ensure the right outcome and protect the agent's reputation.

What this looks likeExample

A client's customer service team never had the time to triage incoming tickets. We built an agent that reviews each one, assesses urgency and required skills, scopes the effort, and routes it to the right resource.

Reads
Every ticket
Assesses
Urgency · skills · effort
Human review
At the boundary
Discipline mix
04 primary, 02 · 03 beneath
How we scope

Judgment, calibrated by AI

You describe what you need; we respond with a fixed effort — a span — sized by experience and judgment, and calibrated by modern tooling.

The price is the price

You see the price, effort, and duration before we start. Effort is fixed — no matter if the work runs long or short.

Flat Rate clients get fixed-price quotes per task. Service Block clients get the same spans at a volume discount, plus access to tracked-time billing for work that doesn't fit a fixed scope.

See the full rate card
Start here

Where's the friction?

Share what's slow, broken, or held together with bubblegum and barbed wire. We'll point you to the discipline that fixes it.

Start a conversation