Everything we build, run, and hand over.

Four ways to put agents to work — from automating a single workflow to replatforming how your whole operation runs. Every engagement ends the same way: you own a system that keeps compounding.

01 Workflow automation 02 Custom agents 03 AI integration 04 Strategy & consulting
01 / Workflow

Agentic workflow automation

We map your highest-leverage workflows and replace them with multi-step agent pipelines. Outputs land in your tools, on schedule, with audit trails.

Most automation breaks the moment a task needs judgment. Agents don't. They read the brief, pull the context, draft the output, check their own work, and route exceptions to a human — so the pipeline keeps moving while your team handles only what genuinely needs them. We start with the workflows that burn the most hours, prove the pipeline in a sandbox against your real data, then deploy with full observability.

Sales ops Content ops Reporting Onboarding
What's included
  • a.
    Workflow mapping & scoring
    We audit how work actually flows through your team and score each workflow by leverage and feasibility.
  • b.
    Multi-step agent pipelines
    Agents that research, draft, review, and publish — chained together with human checkpoints where it matters.
  • c.
    Delivery into your tools
    Outputs land in your CRM, CMS, inbox, or dashboard — on schedule, in your formats.
  • d.
    Audit trails & monitoring
    Every action logged. You see what each agent did, why, and what it cost.
Good fit if

Your team spends hours every week on repeatable, multi-step work — lead research, content production, weekly reporting, client onboarding — and you want it running without you.

02 / Custom

Custom AI agent development

Bespoke agents trained on your data, tools, and tone. Memory, planning, tool-use, evals — built to spec, deployed to your stack, owned by you.

Off-the-shelf assistants know nothing about your business. We build agents that do: grounded in your documents through retrieval, wired into your APIs through tool-use, and shaped to your voice. Every agent ships with an eval suite, so "it works" is something we measure, not something we claim. Single agents for focused jobs, multi-agent systems for work that needs a team.

RAG Tool-use Multi-agent Evals
What's included
  • a.
    Retrieval over your data
    RAG pipelines that ground every answer in your documents, knowledge base, and history — with citations.
  • b.
    Tool-use & planning
    Agents that call your APIs, query your databases, and break big jobs into steps they execute reliably.
  • c.
    Multi-agent orchestration
    Specialist agents that hand off to each other — researcher, writer, reviewer — under one coordinator.
  • d.
    Eval suites & guardrails
    Automated tests for quality, safety, and tone, run on every change. You see scores before anything ships.
Good fit if

You've outgrown generic chatbots and need an agent with real knowledge of your business — your products, your policies, your customers — deployed inside your own stack and owned outright.

03 / Integration

AI integration into existing systems

Drop intelligent layers into the stacks you already run — CRM, ERP, helpdesk, CMS. No rip-and-replace. Just suddenly capable software.

Your tools already hold the data; they just can't think with it. We add the intelligence layer: lead scoring inside your CRM, drafted replies inside your helpdesk, summaries inside your CMS, anomaly flags inside your ERP. Your team keeps the interfaces they know — the software underneath just got smarter. We work with native APIs and webhooks, so nothing about your stack has to change.

HubSpot Salesforce Zendesk Custom APIs
What's included
  • a.
    Stack audit & integration map
    We inventory your tools, data flows, and APIs, and identify where intelligence adds the most leverage.
  • b.
    In-tool AI features
    Scoring, drafting, summarizing, classifying — surfaced inside the software your team already uses.
  • c.
    Data sync & enrichment
    Records cleaned, deduplicated, and enriched automatically across systems.
  • d.
    Security & rollout
    Permissions respected, data scoped, changes rolled out gradually with rollback paths.
Good fit if

You've invested years in your current stack and the last thing you want is a migration. You want HubSpot, Salesforce, Zendesk, or your custom tools to simply do more.

04 / Strategy

Agentic strategy & consulting

Where to start, what to build, what to leave alone. We audit your operations, score opportunities, and ship a 90-day roadmap with measurable ROI.

Every company knows it should "do something with AI." Far fewer know which something pays back. We spend two weeks inside your operation — interviewing teams, mapping workflows, reading the numbers — and come back with a scored opportunity list, a build-vs-buy call for each, and a roadmap your team can actually execute. We'll also tell you what to leave alone; not every workflow deserves an agent.

Audits Roadmaps Org design Training
What's included
  • a.
    Operations audit
    A workflow-by-workflow review of where time and money actually go, grounded in interviews and data.
  • b.
    Scored opportunity map
    Every candidate ranked by ROI, feasibility, and risk — so the first build is the one that pays back fastest.
  • c.
    90-day roadmap
    A sequenced plan with owners, budgets, and success metrics. Built to ship, not to sit in a deck.
  • d.
    Org design & training
    How roles change when agents join the team — and hands-on training so your people run the system confidently.
Good fit if

Leadership is asking for an AI plan and you'd rather answer with a scored roadmap and ROI numbers than a slide of buzzwords. Also the right entry point if you're not sure which of our practices you need.

Three ways to engage.

Every practice above runs through one of these models. Start small, prove value, scale what works.

/ 01
Sprint

One workflow, one agent, one outcome. A fixed-scope build that proves the model on your real work before you commit to more.

2–5 weeks · fixed scope
/ 02
Program

The full 90-day arc: discover, prototype, deploy, operate. Multiple agents across one function — sales, marketing, ops, or support.

90 days · audit to autonomous
/ 03
Operate

We run the agentic layer as your ongoing partner — monitoring, improving, and extending the system month over month. Or we train your team and hand off cleanly.

Ongoing · monthly

Pick a practice.
Bring a workflow.

Book a 30-minute working session. We'll tell you whether an agent can do it, what it would cost, and how fast we can ship.