Your business runs on twenty tools. We build the brain.

Custom data pipelines, AI agents, and internal tools that unify your CRM, ops, finance, and support into one operating system. Deployed to your private, secure cloud, owned by you, built by senior engineers.

In short, we automate the boring stuff for you.

For growing e-commerce, real estate, and service businesses tired of AI demos that never make it to production.

Dashboard
LIVE
REVENUE · THIS WK
$2.4M
▲ 12% wow · 342 orders
AI Agent
grounded
how'd we do?
342 orders · +18% · $2.4M
Pipeline
SYNC
2,147 rows synced today
Internal Tool
1 PENDING
Customer Alex K.
Order #4471
Refund $128.40
Reason wrong size
✓ approve

From tangled tools to one operating system.

01 · YOUR STACK TODAY 02 · YOUR OPERATING SYSTEM 03 · WHAT YOUR TEAM GETS Shopify HubSpot Gmail Google Sheets Notion Stripe Airtable Meta Ads Google Ads STEP 1 · INGEST connectors, custom workers, PDF + call ingest Airbyte n8n Airflow Python Postgres STEP 2 · YOUR DATA FOUNDATION built by Fig Labs · owned by you PROCESSING YOUR RULES BUSINESS LOGIC AUDIT + GOVERN FIG LABS STEP 3 · AI + RAG Anthropic Claude LangChain HF Models RAG retrieval grounded RUNS ON YOUR CLOUD nothing on our servers · you own the credentials, the data, the code aws Lambda · S3 · Bedrock Cloudflare Workers · R2 Google Cloud on request Weekly revenue · this week $2.4M ▲ 12% vs last wk METABASE DASHBOARD · refreshed 3 min ago #OPS-ALERTS fig-bot 3:42 PM Invoice #4471 flagged. Mismatch $1,240 ↳ auto-fixed via NetSuite writeback no human touch required SLACK · agent action CRM writeback · this hour 42 leads enriched pipeline value +$180k 28 warm 11 review 3 bounce HUBSPOT · agent-updated records Ops Dashboard · live view 3 min ago REVENUE $2.4M ▲ 12% ORDERS 342 ▲ 18% ON-TIME 98% SLA CHANNEL MIX Shopify 55% Amazon 28% Direct 17% METABASE · what your ops team sees HOURS SAVED · THIS WEEK 47.2 ▲ 6.4 vs last 12 automations · 4 pipelines · zero incidents POWERED BY CLAUDE

AI that runs the boring parts of your business. While you sleep, sell, or close.

We build AI agents and automations for real estate teams, e-commerce brands, and service SMBs. They plug into what you already run (Shopify, your CRM, MLS, your inbox) and quietly do the work you'd otherwise hire three people for.

how we plug in

Anything with an API, a database, a webhook, or an inbox. If we haven't seen your tool yet, we build a custom integration in one to two weeks. And the boring work goes with it.

schema

Data Pipelines

Move, clean, and unify data across your entire stack, live or on a schedule.

plugs into
for · any team drowning in silos
smart_toy

AI Agents

Agents that reason, decide, and act inside your stack. Real work, not chat replies.

plugs into
for · work that used to need a human
route

Workflow Automation

Approvals, reminders, escalations, follow-ups, stitched across every tool.

plugs into T
for · ops · support · sales
dashboard_customize

Internal Tools

Dashboards, admin panels, forms for workflows spreadsheets can't hold.

plugs into
for · ops teams stuck in Excel
cable

Custom Integrations

APIs, webhooks, SFTP drops, that internal system with no docs. All wired up cleanly.

plugs into +
for · anywhere off-the-shelf ends
insights

Reports & Insights

The metric your team needs, in a format they'll actually read. On schedule.

plugs into
for · leaders who want the number

These are the six shapes most of our work takes. Most engagements are a mix of two or three, because one alone rarely fixes anything.

Where we usually start.

Whatever is slowing you down, there is probably a way to automate it. These are the six shapes of work we ship most, and the tools we usually reach for.

01
automate · workflows

The manual work eating your week.

Invoices, follow-ups, data entry, onboarding, exception triage. The repetitive stuff nobody fights to keep, built into the tools you already use.

we usually reach for
02
data foundation · the layer AI needs

A production-grade data lake in your cloud.

Fed by every system of record you run: CRM, billing, ops, product. This is why most AI pilots stall. This is the fix.

we usually reach for dbt
03
reporting · answers on demand

The Monday report writes itself.

Ad spend vs CAC vs contribution margin in one honest view. Ask Claude a question about your business, get a real answer with the SQL to back it up.

we usually reach for
05
internal tools · apps your team uses

The apps your team actually uses.

Approval queues, exception dashboards, ops consoles, custom portals, built around how your team already works, not how a SaaS thinks they should.

we usually reach for
06
partnership · we stay on

We stay on to keep it running.

APIs shift. Models change. Tools re-fragment your data. An ongoing partner keeps the pipes clean, the evals honest, and ships new automations as you grow.

we usually reach for

You already know what's slowing you down.

Twenty-five minutes with a senior engineer, not an SDR. Bring the process your team quietly dreads: the report built by hand, the reconciliation nobody wants to inherit, the "we should really automate that" from Q2. Within a week we come back with what it costs to kill it, how long, and an honest read on whether we're the right team to do it.

If it isn't worth automating, we say so. If we're not the right team, we say that too. Weekday replies within 48 hours.