For businesses doing $500k-$30M/year

AI automation
for growing SMBs

Build the workflows that stop manual work from scaling.

Alpine logo Canford logo Gellibn logo Dankav logo GC Trees logo MG logo YFM logo

Built for how SMBs grow

Automation infrastructure across your operations.

Practical building blocks and AI that fit the way you already work, so manual coordination does not scale with the business.

Finance & Accounting

Close books faster. Automate AP, AR, reconciliations, and reporting.

Sales & Marketing

Capture more pipeline and convert faster with automated follow-ups and routing.

Ops & Delivery

Run projects, support, and onboarding with fewer handoffs and more consistency.

Integrations

Connect your stack in days, not months. 100+ systems and growing.

The first useful shift

Turn the routine into a system your team can trust.

We focus on the work with clear rules, then keep people close to the decisions that need their judgment.

Before

  • Requests arrive through inboxes, forms, and messages.
  • Status updates are chased manually.
  • Missing details appear after the handoff.

With an owned workflow

  • Inputs arrive through a consistent path.
  • Owners are notified from real system events.
  • Exceptions are flagged before work stalls.

Use cases

Start where revenue, support, and admin work leak time.

The best first automation is usually already visible: repeated coordination, unreliable handoffs, or the same cleanup every week.

01 / Sales

Sales teams

Sales teams lose time to CRM updates, follow-up reminders, and handoffs that depend on memory.

02 / Operations

Operations teams

Operations teams often coordinate work across tools without a clear source of truth.

03 / Customer support

Customer support teams

Support teams spend too much time sorting requests and gathering context before they can help.

04 / Admin and finance

Admin and finance teams

Admin and finance teams handle recurring updates, checks, and reminders that are important but repetitive.

Implementation lanes

Focused support for the parts of the operation that need to work better next.

Automation audits

A focused review of where manual work, messy handoffs, and tool gaps are slowing the team down.

Workflow automation

Connect routine steps across tools so work moves without constant copying, chasing, or status updates.

AI assistants and agents

Build focused AI helpers for drafting, triage, research, and internal support tasks.

Sales and CRM automation

Keep pipeline records, follow-ups, and handoffs moving without asking reps to maintain every detail by hand.

Support automation

Help support teams triage requests, prepare replies, and route work without losing the human judgment customers expect.

Reporting and admin automation

Turn recurring updates, spreadsheet checks, and internal reporting into dependable routines.

What the work looks like

Small changes that leave the system easier to run.

We start with the handoff, queue, or report that is causing visible drag, then build something the team can actually own.

Two colleagues collaborating at a sunlit shared workspace.

Professional services · Two-week audit and workflow build.

Cleaning up sales handoffs for a services firm

Delivery received more consistent customer context.

HubSpot / Google Workspace / Slack

A small-business owner working near a sunny cafe window.

Software · Three-week pilot with a support lead.

Resetting support triage for a SaaS team

Common requests were routed with clearer ownership.

Help Scout / Slack / OpenAI

A founder wrapping up their work at a home-studio desk at dusk.

Business services · Two-week workflow cleanup.

Simplifying weekly finance reporting

Missing inputs were easier to catch before review.

Google Sheets / Airtable / Slack

The team finally had one path for handoffs instead of a mix of notes and reminders.
Professional services · Two-week audit and workflow build.

Verified delivery window

2–3 weeks

The documented initial timelines across the three case-study implementations.

  1. Two-week audit and workflow build.
  2. Three-week pilot with a support lead.
  3. Two-week workflow cleanup.

Outcome ledger

Professional services
Delivery received more consistent customer context.
Software
Common requests were routed with clearer ownership.
Business services
Missing inputs were easier to catch before review.

Operating principles

Automation should feel clear, owned, and boringly reliable.

  1. 01

    No rip-and-replace platform migration.

    We work with the systems your team already relies on.

  2. 02

    Human review stays attached to judgment calls.

    The routine moves automatically; sensitive decisions stay visible.

  3. 03

    Every automation has an owner, fallback, and change log.

    The system stays understandable after the first release.

  4. 04

    Success is measured by cleaner handoffs, not novelty.

    We improve the work your team needs to do next.

First move

Bring the workflow your team keeps patching by hand.

We will help you find the clearest next step before you commit to a bigger build.