AI assistants and agents
An assistant that answers from your approved files, shows its sources and hands over to a person when unsure. Agents go further: they read an inquiry, check your systems and prepare the next action for your approval.
You might ask for: a support assistant, a policy question bot, AI that reads invoices and emails into your systems, an agent that drafts CRM updates.
OpenAI, Anthropic Claude, Google Gemini, Llama and Mistral, pgvector, Pinecone, Qdrant, LangGraph, Vercel AI SDK, MCP, promptfoo, LangSmith
Automation and integrations
A form is filled and the deal appears in the CRM with sales already notified. Orders flow into accounting. The Monday report sends itself. Each step checks its own result and tells you when something needs a person.
You might ask for: connect my CRM to invoicing, sync orders to the warehouse, stop re-typing data every week, replace an expensive Zapier setup.
n8n, Make, Zapier, Power Automate, HubSpot, Salesforce, Pipedrive, QuickBooks, Xero, Stripe, Slack, Google Workspace, Microsoft 365, Airtable, Notion, Webhooks, Python, Node.js
Data and reporting
Sales, ads, store and CRM data pulled into one place, cleaned, with agreed definitions so everyone quotes the same figure. A live dashboard, a scheduled report, and a check that flags stale or missing data before you rely on it.
You might ask for: one dashboard for the whole business, a weekly report that sends itself, KPIs by store or rep, a forecast for stock or demand.
PostgreSQL, BigQuery, Snowflake, dbt, Airflow, Dagster, Fivetran, Airbyte, Looker Studio, Power BI, Metabase, Tableau, Python, SQL
Web apps, portals and internal tools
Logins, roles, approvals, uploads and reports for your team or your clients, built around how you actually work. From a first version to show investors to the admin panel your operations team lives in.
You might ask for: a client portal, a booking system, an MVP in weeks, a tool to approve requests, a CRM that fits how we sell.
Next.js, React, TypeScript, Node.js, FastAPI, Django, Laravel, Ruby on Rails, PostgreSQL, Supabase, Firebase, Stripe, Clerk, Auth0, Retool, Appsmith
Mobile apps
iPhone and Android from one codebase, with accounts, push notifications, offline mode and the store submissions handled. For your customers, or for a field team that needs photos, signatures and a job list without signal.
You might ask for: an app for our drivers, a loyalty app, turn our website into an app, fix an app Apple rejected.
Flutter, React Native, Expo, Swift, SwiftUI, Kotlin, Jetpack Compose, Firebase, Supabase, App Store Connect, Google Play Console
Websites and online stores
A fast site your team can edit, built to rank, with analytics and a contact flow that works. Online stores set up or fixed, with checkout, subscriptions and the connection to accounting and fulfillment.
You might ask for: a site that ranks on Google, a landing page for the launch, launch my store, my Shopify theme broke, move from WooCommerce to Shopify.
Next.js, Astro, WordPress, Webflow, Framer, Shopify, WooCommerce, Sanity, Contentful, Klaviyo, Google Analytics
Backend, APIs and cloud
The part your customers never see and always feel: an API for partners and apps, accounts and permissions, payments, automatic deployments, backups you can restore, alerts when something breaks, and a cloud bill you can explain.
You might ask for: speed up the slow app, move off the old server, set up staging, our AWS bill exploded, add single sign-on.
AWS, Google Cloud, Azure, Vercel, Cloudflare, Docker, Kubernetes, Terraform, GitHub Actions, Redis, REST, GraphQL, Sentry, Grafana
Care plans, testing and second opinions
Updates and security patches, tests before each release, monitoring, small fixes every month, and a named person to call. Taking over a codebase whose developer left, upgrading an old framework, or reviewing an agency quote before you sign.
You might ask for: our developer disappeared, it keeps breaking after updates, is this quote fair, are we ready for GDPR or SOC 2, review our developer’s work.
Playwright, Cypress, pytest, Dependabot, Sentry, Uptime monitoring, Backups, OWASP reviews, Framework upgrades, GDPR and SOC 2 readiness