Solutions · 6 patterns

Patterns we deliver again and again

Most of the work people ask us to do falls into one of six shapes. We start with the shape, then customise the moving parts to your stack, your data, and the way your team actually operates.

Tell us your shape See disciplines

01 · Operations

AI workflow automation

A working pipeline that takes a recurring manual process and runs it without supervision. Triggers, decisions, exceptions, audit trail. Built on top of the tools you already pay for.

Defined trigger and exception logic
Owner-readable run dashboard
Cost and time recovered each cycle

Cycle · 1 to 2 weeksDetail

02 · Revenue

Lead generation and CRM rails

A pipeline that produces qualified, enriched, region-filtered leads on a schedule and lands them in your CRM with the right ownership, stage, and notes already attached.

Verified contact and firmographic data
Stage and owner mapping in your CRM
Weekly delivery and quality report

Cycle · 2 to 3 weeksDetail

03 · Customer

AI agents and chatbots

A trained agent that handles support, qualification, or onboarding on the channels your customers actually use. Knows your products, escalates when it should, leaves a clean handoff to a human.

Multi-channel deployment (web, WhatsApp, email)
Knowledge base ingestion and retraining loop
Conversation analytics and escalation rules

Cycle · 1 to 2 weeksDetail

04 · Data

Scraping and integration pipelines

Structured data pulled from anywhere on the web, cleaned, scheduled, and pushed into the systems where your team can act on it. Real-time where it matters, batched where it does not.

Custom scrapers with retry and backoff
REST and webhook integrations
Live data feeding internal dashboards

Cycle · 2 to 4 weeksDetail

05 · Internal Tools

Low-code internal tools

Brand-aligned dashboards and back-office tools that consolidate the spreadsheets and tabs your operations team is currently juggling. Built fast, owned by you, easy to extend.

Role-aware UI on top of your data
Auth, permissions, audit log
Documentation and handover

Cycle · 1 to 3 weeksDetail

06 · Ecommerce

Ecommerce backend automation

The pieces that quietly run a store at scale. Inventory sync, order routing, recovery flows, anomaly alerts. Whether you are on Shopify, Woo, Magento, or something custom.

Inventory and price sync across channels
Recovery and notification workflows
Anomaly and stock-out alerting

Cycle · 2 to 3 weeksDetail

07 · Custom

Or something we have not seen before

The six patterns above cover most of what we ship. The other twenty percent is bespoke: a model trained on a niche dataset, an internal tool that has to plug into legacy systems, a workflow that no off-the-shelf product has tried to solve. If that is the one you need, tell us about it.

Brief us on it

Bring the brief. We will tell you the system

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