AI integration, automation, data, and productionization

We turn manual business bottlenecks into reliable AI and software workflows.

We connect open-source AI, CRMs, email, spreadsheets, forms, databases, support queues, reporting, dashboards, internal tools, and AI-built apps into systems a business can actually run. We mostly build for US businesses while serving clients worldwide.

$500+ founder pilots 7-day rescue sprint US-first, worldwide delivery
AI automation workflowInline diagram showing manual tasks moving through AI automation into reviewed business output.
Workflow stateLive build
01

Context file compiled

02

Skill file tested

03

MCP connector live

04

Human review gate passed

05

Weekly report scheduled

The work is already costing money.Teams still copy, paste, rewrite, report, answer, search, reconcile, and update tools by hand.
The gap is business-safe implementation.APIs, webhooks, OAuth, data access, dashboards, review gates, tests, logs, monitoring, and handoff docs.
That is what we build.Small enough to pilot fast. Reliable enough to maintain after launch.
Service menu

Start with the bottleneck buyers already feel.

The first engagement is a narrow paid pilot around one workflow, one app risk, or one internal tool. No broad transformation deck. One shipped system, one measurable outcome, and a clear maintenance path.

Manual work to reliable workflow

AI Integration And Automation

We act like an AI systems mechanic: connect open-source AI, APIs, CRMs, email, spreadsheets, forms, and databases so operations become cheaper and faster.

$500-$3k founder pilots2-4 weeks
  • Workflow discovery, bottleneck map, and ROI estimate
  • APIs, webhooks, CRM/email/sheet connections, and review gates
  • Logging, retries, handoff docs, and optional monitoring
Read service details
Answers with human handoff

AI Support Bots And Internal Copilots

We build support bots, RAG knowledge assistants, and internal copilots that use approved data, cite sources, update tools, and escalate to humans.

$1.5k-$7.5k founder pilots3-6 weeks
  • RAG/support workflow with source-aware answers
  • CRM, ticket, inbox, docs, or Slack/Teams connections
  • Human handoff, eval set, logging, and failure rules
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Launch without fear

Vibe-Code Productionization

We audit and harden AI-built prototypes from Lovable, Bolt, Replit, Cursor, or v0 before customers see auth, data, deployment, and edge-case risks.

$500 audit / $1.5k-$5k sprints7-14 days
  • Security, auth, database, API, and deployment review
  • Playwright smoke tests, monitoring, and launch-risk checklist
  • Clear keep, fix, replace, or rebuild roadmap
Read service details
Spreadsheet to app

Full-Stack Business Apps And Internal Tools

We build focused portals, dashboards, admin panels, booking flows, client portals, and spreadsheet-to-app replacements for business operations.

$2.5k-$8k founder builds2-4 weeks
  • Focused business workflow app
  • Database-backed dashboard or portal
  • Deployment, monitoring, and handoff docs
Read service details
How it works

From loose workflow to maintained system.

Useful AI and software work starts with the operating process, not prompts alone. We map the task, connect the existing tools, test quality, and keep humans in the loop where judgment or risk still matters.

Marketing agenciesReal estate teamsE-commerce brandsProfessional servicesFinancial advisorsSoftware foundersOperations-heavy SMBs
01

Audit the work

We interview the team, find repeatable tasks, and rank automations by time saved, risk, and sales impact.

02

Build the workflow

We create context files, skill files, prompts, tool connections, tests, and human review points.

03

Ship the system

We deploy, document, train the team, monitor failures, and turn repeated builds into reusable packages.

Why now

AI made prototypes cheap. It made implementation trust expensive.

Teams can generate screens and scripts quickly. They still need architecture, privacy, tool access, evals, QA, deployment, monitoring, and accountability when workflows touch real customers or business data.

10-20hweekly task savings target
$500+founder pilot entry
7 daysfirst rescue sprint
30 dayssupport after launch
Selected work

Owned product proof, not theory.

These products show the discipline behind client work: focused workflows, real users, long maintenance, support, integrations, payments, SEO, and production polish.

Astroze product screenshot
Completed owned productVisit

Astroze

Astrology workspace for natal charts, transits, synastry, ephemeris, saved subjects, and financial astrology workflows.

A finished web product with Swiss Ephemeris precision, guest mode, sign-in, chart tools, and SEO-ready educational pages.
SaaSSwiss Ephemerischartsfinancial astrology
CrispShare product screenshot
Completed owned productVisit

CrispShare

Screenshot beautification product for turning raw captures into polished, share-ready visuals quickly.

A focused product with a clear single workflow: upload or capture, style the image, and create better social or product visuals.
image toolcreator utilityweb appvisual polish
First recommended offer

AI Prototype Productionization Sprint

Built an app with Lovable, Bolt, Replit, Cursor, v0, or an AI-heavy freelancer build? We review the launch risks and make the app safer to ship.

  • Auth, permissions, and data exposure review
  • Plain-English launch-risk report
  • Fix sprint or technical retainer option
Send a repo or demo
Automation build package

Discovery to workflow to skill files to MCP/tools to support.

Good fit for weekly reports, client research, email responses, content repurposing, document preparation, competitive analysis, and data processing.

Pricing

AI pilot pricing first. Website subscriptions second.

Use a focused pilot when a workflow or app risk already costs time, money, or trust. Use a website subscription when the immediate need is a managed site, SEO/GEO foundation, and low-friction maintenance.

Website subscriptions

Low-friction recurring trust offer.

Simple USD pricing for businesses that want a serious website maintained every month. No setup fee, no long-term contract, cancel anytime.

Launch$79/moNo setup fee

For a simple service business that needs a credible, fast, managed website.

  • Up to 10 pages
  • 1 user
  • Hosting, SSL, analytics
  • No backups
  • Basic SEO/GEO setup
  • Monthly performance snapshot
  • Cancel anytime
Enterprise$349/moNo setup fee

For teams that want website, automation, reporting, and AI workflow support together.

  • Website growth plan plus
  • Unlimited pages
  • Unlimited users
  • Priority support
  • Lead routing or CRM workflow
  • Quarterly offer/landing-page experiments
  • Async technical advisor access
  • Cancel anytime
Why this works:Buyers understand monthly website care. We can land with a clear site/growth plan, no setup fee, cancel anytime, then upsell automation, reporting, AI agents, and app productionization from trust.
Solutions

Focused pages for buyer-intent searches.

Each page answers one real search intent: who it is for, what gets automated, what risk it solves, and how a first pilot can start.

Client reporting, content ops, research

AI Automation for Marketing Agencies

AI automation systems for marketing agencies that need faster client reports, SEO briefs, content repurposing, competitor research, and account updates.

Open page
Listings, follow-up, market briefs

AI Automation for Real Estate Teams

AI automation for real estate teams that need faster listing descriptions, CMA prep, lead follow-up, market summaries, and client communication.

Open page
Admin, reporting, forms, CRM

AI Integration and Automation for SMB Operations

AI integration and automation for SMB teams that need forms, email, spreadsheets, CRMs, documents, reports, and databases to stop living as manual copy-paste work.

Open page
Dashboards, reports, decisions

Data Analytics and Business Intelligence Automation

Data analytics and BI automation for businesses that need messy spreadsheet, CRM, PDF, email, database, and dashboard data turned into decisions, alerts, and profit-focused reports.

Open page
Support answers, escalation, CRM

AI Support Bot With Human Handoff

AI support bot development for businesses that need grounded answers, ticket triage, lead capture, CRM updates, analytics, and human escalation.

Open page
Docs, SOPs, policies, answers

Internal Knowledge Base Copilot and RAG Assistant

Internal copilot and RAG assistant development for company documents, SOPs, policies, PDFs, support notes, and internal team questions.

Open page
Dashboards, portals, admin tools

Spreadsheet-to-App Operations Portal

Spreadsheet-to-app and operations portal development for teams that need a database-backed dashboard, admin panel, booking flow, or client portal.

Open page
Leads, reminders, follow-up

CRM, Email, and Calendar Automation Setup

CRM, email, and calendar automation setup for lead routing, follow-up, appointment reminders, handoff notes, pipeline updates, and team notifications.

Open page
Tests, monitoring, release safety

AI Prototype Hardening and QA Automation

AI prototype hardening, QA automation, Playwright tests, monitoring, and bug triage for rushed or AI-generated software before launch.

Open page
Launch risk before customers

Production Readiness Audit for AI-Built Apps

Production readiness audits for AI-built apps from Lovable, Bolt, Replit, Cursor, v0, or AI-heavy freelancers before customers see the product.

Open page
AI-built app rescue

Make Lovable, Bolt, and Replit Apps Production Ready

Production-readiness audits and rescue sprints for apps built with Lovable, Bolt, Replit, Cursor, v0, or other AI coding tools.

Open page
Tools, data, permissions

MCP Server Setup for Business AI Agents

MCP server setup and tool integration for business AI agents that need safe access to documents, APIs, CRMs, inboxes, dashboards, and internal knowledge.

Open page
Reports without copy-paste

AI Reporting Automation

AI reporting automation for weekly client reports, executive summaries, KPI narratives, spreadsheet cleanup, dashboard notes, and recurring business updates.

Open page
Chatbots, triage, drafts, escalation

AI Chatbot and Customer Support Workflow Automation

AI chatbot and customer support workflow automation for ticket triage, response drafts, knowledge-base answers, escalation summaries, and support operations reporting.

Open page
No-code workflows plus AI

n8n, Make, Zapier and AI Automation

n8n, Make.com, Zapier, GoHighLevel, CRM, forms, email, spreadsheet, webhook, and AI automation for small business operations.

Open page
Docs, support, internal knowledge

RAG Knowledge Base AI Chatbot

RAG chatbot development for company documents, help centers, SOPs, support knowledge bases, policies, and internal team questions.

Open page
Calls, qualification, reminders

AI Voice Agent Automation

AI voice agent automation for inbound qualification, appointment reminders, lead follow-up, FAQ calls, and human handoff workflows.

Open page
Start small

Request a 15-minute automation or launch-risk screen.

Tell us the workflow that wastes time or the AI-built app you are afraid to launch. We will reply within 24 hours with one focused audit question before suggesting a paid engagement.