AI automation for service SMBs

Your tools work.
The handoffs don’t.

CodeMint connects the inboxes, forms, CRM, spreadsheets and calendars your team already uses. Leads move faster, records stay current, and repetitive work stops landing on the same employees every day.

Find what to automate first See the systems we’ve built ↓
SeniorEngineers only
FixedScope & price
YoursFull code ownership
We build for
HealthcareLegal TechE-CommerceTravelF&B / HospitalityMental HealthAutomotiveFinTech

01 — Where the time goes

The software is already there.
Your team is carrying the gaps.

You bought the tools. What you didn’t buy was someone to move work between them. So your people do it — by hand, every day.

LEADS SIT WAITING

A lead lands in an inbox and waits there until someone notices, qualifies it and copies it into the CRM. The fastest reply usually wins the job.

THE SAME DATA, RETYPED

Customer details get keyed into a form, then a spreadsheet, then a calendar — three chances to introduce an error and no single source of truth.

APPROVALS BY MESSAGE

Employees chase status updates and sign-offs over chat and email, and work stalls whenever the one person who knows is busy.

REPORTS THAT DISAGREE

Weekly reporting means a senior person reconciling tools that never quite match, instead of doing the work only they can do.

ONE PERSON REMEMBERS

A workflow runs on one employee remembering every exception. When they’re out, the exceptions become mistakes.


02 — What we automate

The AI layer between the tools you already run

We don’t replace your stack. We connect it — so leads get answered, records stay current and repetitive work stops landing on the same people. Three places that usually pays off first.

LEAD & REVENUE WORKFLOWS

Answer demand before it goes cold

Capture, enrich, qualify and route inbound leads, then trigger timely follow-up, booking and CRM updates — without making the customer repeat themselves or a rep babysit the inbox.

Intake & routingCRM syncFollow-upBooking
OPERATIONS WORKFLOWS

Move work through without chasing

Intake, documents, approvals, tasks, status updates and recurring reports move through the business on their own — with human checkpoints where a decision actually needs one.

Document flowApprovalsStatus & tasksReporting
KNOWLEDGE & SUPPORT

Accurate answers from approved sources

Give employees and customers answers drawn from sources you approve — with permissions, citations, an audit trail and a clean handoff to a human when the question needs one.

RetrievalCitationsPermissionsEscalation

03 — Start here

Don’t automate the loudest problem.
Find the first one worth fixing.

Before anyone writes code, the AI Workflow Audit maps one real workflow, measures where the time and errors actually go, ranks the opportunities, makes the build-versus-buy call and defines the first thing to build. In seven business days.

PRICE

$1,250 fixed

TIMELINE

7 business days

CREDIT

100% toward your build

OWNERSHIP

The document is yours

The full fee is credited toward an implementation started within 30 days. You keep the audit either way — there’s no obligation to build with us, and if an off-the-shelf tool is the better answer, that’s what we’ll tell you.

See the AI Workflow Audit

04 — How engagements work

Decide first. Build second. Scale when it’s earned.

Most work starts with the audit and stops exactly where the business case does. Not every audit leads to a custom build — and we’ll say so when it doesn’t.

STEP 01 — AUDIT

Decide what’s worth automating

The fixed-price AI Workflow Audit. One workflow mapped, opportunities ranked, a first build scoped. You leave knowing what to fix first — and what to leave alone.

STEP 02 — AUTOMATION SPRINT

Build one workflow, safely

A defined, fixed-scope build of a single workflow or integration — with production safeguards, monitoring and human checkpoints from day one. Scoped and priced per workflow.

STEP 03 — CUSTOM AI SYSTEM

Connect the wider operation

When the business case supports it, we connect larger multi-system operations end to end. Scoped separately, built by the same senior engineers.


Packaged products

A defined system when the problem is already clear.

Not every workflow needs a discovery project. When the use case is known and the boundaries are tested, CodeMint offers a fixed product with a clear scope, price and path to launch.

INSTAGRAM DM AI

Replies in your voice, around the clock

AI-assisted Instagram replies in your voice, with inbound qualification and routing, and human handoff for valuable or sensitive conversations. $1,200 fixed, 10–12 days, and yours at handoff.

$1,200 fixed10–12 daysHuman handoff
Explore Instagram DM AI →
PHILANTHROPY OS

Grant management built to your process

A custom grant platform — application portal, review workflow, reviewer scoring and grantee reporting — for foundations and nonprofit grantmakers. $600/month flat, no per-seat fees.

$600/mo flatNo per-seat feesCustom-built
Explore Philanthropy OS →

05 — Proof of work

Systems we’ve shipped and still run

Production automation for real businesses — the operational problem, what we connected, and what shipped. Not concepts. Not demos.

carecloak.ai
Compare Health Plans
$420/mo
$380/mo
$295/mo
50+Providers
HIPAACompliant
Healthcare · AI

CareCloak

12 min → 3s query
Lead Full-Stack AI Engineer & System Architect
The Problem
Health insurance brokers spent 12+ minutes per query manually comparing plans across fragmented provider databases — losing deals to faster competitors.
What We Built
A multi-agent AI system that ingests plan data from 50+ providers, runs semantic matching via RAG with pgvector embeddings, and returns ranked recommendations in under 3 seconds. Each agent handles a distinct domain — eligibility, cost modeling, network coverage — orchestrated through LangGraph with HIPAA-grade encryption at every layer.
The Result
Brokers now close 40% faster. The system handles 10K+ daily queries without human intervention, and the client secured Series A funding within 6 months of launch.
240xFaster Queries
40%Faster Close
10K+Daily Queries
LangGraphFastAPIMongoDBRedispgvectorMulti-AgentRAG
wellme.ai
WellmeAI
How are you feeling today?
Anxious about work
Let's try a CBT exercise...
Mental Health · AI Mobile

WellmeAI

10X therapist capacity
AI + Full Stack Mobile Engineer
The Problem
A licensed California therapist could only serve 25 clients per week — with a 3-month waitlist and clients relapsing between sessions due to zero off-hours support.
What We Built
An AI therapy companion that captures her exact clinical methodology (CBT, EFT, motivational interviewing) and therapeutic voice. The system delivers 24/7 text and voice-based support with ElevenLabs voice synthesis, multi-turn memory for session continuity, and hard-coded crisis intervention safeguards that escalate to human professionals.
The Result
Therapist now extends her practice to 250+ users simultaneously. Client engagement between sessions increased 10x, and the app maintains a 4.8-star rating with zero safety incidents since launch.
10xClient Capacity
4.8★App Rating
0Safety Incidents
LangChainReact NativeElevenLabsOpenAIFastAPI
easylegal-ai.com
Easy Legal AI
NDALLCLeaseEmployment
200+Templates
RAGPowered
Legal Tech · SaaS

Easy Legal AI

200+ legal templates
Full Stack Engineer
The Problem
Small business owners were paying $500–$2,000 per legal document or using generic templates that left them exposed. Neither option scaled.
What We Built
A RAG-powered legal document platform that understands plain English. Users describe their situation — “I need an NDA for a freelance designer in Texas” — and the system retrieves the most relevant template from 200+, auto-populates context-specific clauses, and generates review-ready documents in under 60 seconds. Semantic search with hybrid retrieval ensures the right template surfaces every time.
The Result
Average document generation cost dropped from $800 to under $15. The platform processes 500+ documents monthly with a 92% first-draft acceptance rate from legal reviewers.
98%Cost Reduction
500+Docs / Month
92%Accept Rate
SupabaseReactOpenAILangChainRAG
Visit live site
restaurantiq.io/dashboard
$42KRevenue
1,847Orders
94%Rating
F&B · Analytics

RestaurantIQ

100K+ daily txns
Senior Full-Stack Engineer & Data Pipeline Architect
The Problem
A multi-location restaurant group was flying blind — revenue data siloed across POS systems, delivery platforms, and accounting tools. Managers couldn’t spot a bad week until the month-end report.
What We Built
A real-time analytics engine that ingests 100K+ daily transactions through event-driven Kafka pipelines, normalizes data across all sources, and surfaces actionable insights through live dashboards. LangGraph agents autonomously detect anomalies — flagging revenue dips, unusual refund patterns, or inventory mismatches before they become problems.
The Result
Management decisions that took 2 weeks now happen same-day. The platform identified $180K in preventable losses in its first quarter, and the client expanded from 12 to 28 locations using the same infrastructure without a single architecture change.
$180KLosses Caught
Same-dayDecisions
2.3xLocation Growth
PythonDjangoKafkaPostgreSQLLangGraphAirflow
shopifyvaluator.com
Store Valuation
$240K
$18KMonthly
42%Growth
8.2Score
E-Commerce · Financial AI

ShopifyValuator

Autonomous AI valuation
Lead AI Engineer & Platform Architect
The Problem
Shopify store owners had no reliable way to value their business. Existing tools used crude revenue multipliers that ignored growth trajectories, customer quality, and operational risk — leaving millions on the table during acquisitions.
What We Built
An autonomous valuation engine where specialized AI agents each handle a distinct analysis domain: Shopify data extraction, DCF modeling, comparable store analysis, and risk assessment. ML models with time-series forecasting project growth trajectories, while the orchestrator synthesizes everything into an institutional-grade valuation report.
The Result
Store owners report valuations 15–30% higher than broker estimates because the system captures value traditional methods miss. The platform now processes 200+ valuations monthly, and two acquisition firms have licensed it as their primary diligence tool.
15-30%Higher Valuations
200+Monthly Reports
2Firms Licensed
OpenAIscikit-learnCeleryShopify APIFastAPI
beforeyougogo.ai
BYGG Travel
Where to next?
Planning a trip to Bali
Here's a 5-day itinerary...
FlightsHotelsActivities
Travel · Agentic AI

BYGG Travel

Multi-turn agent
AI Engineer & Conversational Agent Architect
The Problem
Trip planning is broken — travelers bounce between 8+ tabs, comparing flights, hotels, and activities across disconnected platforms. The average user spends 4.5 hours planning a single trip.
What We Built
An agentic AI travel concierge that plans complete trips through natural conversation. Say “5 days in Bali, budget $2K, I like surfing” and the system orchestrates specialized agents for flights, accommodations, activities, and logistics — returning a fully personalized itinerary with real-time pricing. Multi-turn memory means it refines across sessions.
The Result
Average trip planning time dropped from 4.5 hours to 8 minutes. The platform achieved 68% itinerary acceptance rate on first generation, and repeat usage is 3.2x higher than traditional OTAs.
97%Time Saved
68%1st-Gen Accept
3.2xRepeat Usage
LangChainOpenAIRAGPythonHybrid Search
Visit live site
app.videogen.ai
AI Video Generator
1080pOutput
AIGenerated
ChatWorkflow
Media · AI Platform

AI Video Generator

★ 5.0 Upwork
Conversational creation
Full Stack AI Engineer
The Problem
Creating professional marketing videos required either $5K+ agency fees or weeks of DIY editing. Small businesses couldn’t compete with content-heavy competitors on social media.
What We Built
A conversational text-to-video platform where users describe what they want in natural language, and an AI chatbot guides them through storyboard creation, style selection, voiceover generation, and multi-format export — all through a single chat interface. WebSocket-powered real-time previews let users see changes instantly.
The Result
Average video creation time dropped from 2 weeks to 15 minutes. The platform serves 1,000+ active creators monthly, with users reporting 3x higher social media engagement compared to their previous static content.
15 minAvg Creation
1K+Active Creators
3xEngagement Lift
DjangoOpenAIWebSocketsFastAPIReal-time
private · demo available
Inbox Automation
Support replySent · 3s ago
Outreach follow-upSent · 12s ago
Onboarding emailQueued · safety ✓
80%Less Work
<5sResponse
AI Automation · RAG

RAG Email Pipeline

Zero-touch email automation
AI Engineer & Automation Architect
The Problem
A client’s support and outreach team was manually drafting every email response — pulling from scattered documentation, applying inconsistent tone, and spending 3–4 hours daily on replies that should have been instant.
What We Built
An end-to-end n8n + Python automation pipeline: instruction fetch → RAG retrieval from the client’s knowledge base → LLM response generation → safety and tone check → auto-send. Every step is logged, auditable, and overridable by a human.
The Result
Response time dropped from hours to seconds. The safety layer blocked off-brand or risky outputs before they reached recipients, and the human override queue handled only edge cases — reducing manual email load by over 80%.
80%Less Manual Work
<5sResponse Time
100%Auditable
n8nPythonRAGOpenAIFastAPI
private · demo available
DM Qualifier
I’m interested in your program
Intent: High · Layer 1 ✓
What’s the investment?
QualifiedRoutedSafe
Conversational AI · Lead Qualification

Instagram DM Qualifier

4-layer qualification pipeline
AI Engineer & Conversational Systems Architect
The Problem
A high-ticket fertility coaching brand was drowning in unqualified Instagram DMs — manually screening every lead, losing serious prospects in the noise, and exposing the brand to off-tone or unsafe replies at scale.
What We Built
A ManyChat + FastAPI + Supabase pipeline with four qualification layers: an intent scoring engine, a safety blocklist, human handoff logic for high-value leads, and a brand-tone protection layer that kept every response consistent with the client’s voice — even at 3am.
The Result
Qualified lead throughput increased significantly while the founder stopped touching the DM inbox entirely. Delivered at $1,200 fixed price in 10–12 days.
4-LayerQualification
$1,200Fixed Price
10-12 DaysDelivered
ManyChatFastAPISupabaseOpenAIWebhooks
novera-ai.com
AI Receptionist
Hi, I’d like to book a service
Booked for Tue 2pm ✓
Can I change that to 3pm?
24/7<1.5sLive
Voice AI · SaaS

Novera AI

24/7 AI receptionist SaaS
Full-Stack Developer & Voice AI Architect
The Problem
Small service businesses — HVAC, clinics, trades — were losing an average of $8,400/month to missed calls. After-hours calls went to voicemail, simultaneous calls hit busy signals, and front desk staff couldn’t handle peak volume without dropping leads.
What We Built
A multi-tenant Voice AI SaaS where an autonomous AI receptionist answers every inbound call, detects caller intent, books appointments directly into the business’s calendar, handles after-hours routing, and escalates urgent calls to a human in real time. Includes self-serve onboarding, configurable business hours and FAQs, custom AI instructions per tenant, and a real-time analytics dashboard tracking revenue captured, call outcomes, and booking rates.
The Result
Businesses recover missed-call revenue from day one. The platform handles multiple simultaneous calls without busy signals, operates 24/7 with sub-1.5s AI response time, and requires zero front desk involvement for standard bookings.
$8,400Avg Monthly Recovered
<1.5sAI Response Time
24/7Coverage
Voice AIFastAPIPostgreSQLMulti-tenantWebhooks
Visit live site
pakwheels.com
HondaLahore< 20 Lac2024
Civic 2024PKR 62 Lac · Lahore
Corolla 2023PKR 48 Lac · Karachi
City 2024PKR 55 Lac · Islamabad
Automotive · Marketplace

PakWheels.com

1M daily active users
Full Stack Engineer
The Problem
Pakistan’s largest automotive marketplace was buckling under its own scale — 1M daily users hitting a search infrastructure that returned irrelevant results, timed out on geospatial queries, and couldn’t rank listings intelligently. Sellers churned because buyers couldn’t find their ads.
What We Built
A complete Elasticsearch overhaul with real-time indexing of 30K+ daily car ads, geospatial proximity ranking, multi-faceted filtering (make, model, city, price range, year), and intelligent relevance scoring that surfaces high-intent matches. Search p95 dropped below 200ms across all regions.
The Result
Search-to-contact conversion jumped 28%, seller retention improved by 15%, and the platform now processes 30K new listings daily without a single search timeout — serving Pakistan’s largest online automotive community at full scale.
28%More Conversions
30KDaily Listings
<200msSearch p95
ElasticsearchMySQLReactJavaScriptGitHub
Visit live site
xanon.co.uk/dashboard
Seller Dashboard
$127KProfit
3,421Sales
8,092Units
34%ROI
E-Commerce · Seller Tools

Xanon

★ 5.0 Upwork
5.0 star client rating
Backend Engineer
The Problem
Amazon sellers were flying blind — manually tracking sales across spreadsheets, repricing reactively (hours after competitors moved), and losing margin on inventory they couldn’t see in real time. One missed restock or late price adjustment cost sellers thousands per week.
What We Built
A real-time seller intelligence engine processing millions of Amazon data points daily through Celery-powered async pipelines. Dynamic repricing reacts within minutes to competitor changes. Profit analytics break down fees, shipping, and ad spend per SKU. Inventory forecasting flags restock windows before stockouts happen.
The Result
Sellers using the platform report 22% average margin improvement and 60% fewer stockout events. The client rated us 5.0/5.0 and expanded scope three times within the first year.
22%Margin Lift
60%Fewer Stockouts
5.0Client Rating
PythonDjangoPostgreSQLCeleryAWS
Visit live site
supersalessms.com/inbox
Inbox
John D.Follow up re: quote
Sarah M.Campaign sent
Mike R.New lead - website
Lisa K.Missed call
Marketing · Automation

SuperSalesSMS

Full CRM + automation
Full Stack Developer
The Problem
Call center teams juggled 4–5 disconnected tools for calls, texts, emails, and lead tracking — losing leads in the gaps between systems. Agents spent more time switching tabs than selling, and managers had zero visibility into pipeline performance.
What We Built
A unified CRM combining cloud VOIP, SMS/MMS automation, email drip campaigns, and A2P messaging in one platform. Real-time lead scoring prioritizes hot prospects. Automated workflows trigger follow-ups based on engagement signals. Firebase-powered push notifications keep agents responsive on mobile.
The Result
Teams using the platform report 35% higher contact rates and 45% reduction in lead response time. The unified inbox eliminated the multi-tool chaos entirely, and A2P campaign delivery rates consistently exceed 97%.
35%Higher Contact
45%Faster Response
97%Delivery Rate
DjangoReactFirebaseAWSCRM
Visit live site
shockbyte.com
Game Server Hosting
$2.50/mo
$5.00/mo
$10.00/mo
$20.00/mo
MinecraftPalworldARKValheim
Gaming · Infrastructure

Shockbyte

9,900+ Trustpilot reviews
Product Manager
The Problem
Shockbyte’s legacy control panel was built for power users — but the customer base had shifted to casual Minecraft and multi-title gamers who found it overwhelming. Churn was climbing, Trustpilot complaints cited “confusing interface,” and the marketing site didn’t reflect the modern product behind it. Pricing tiers were misaligned with usage patterns, leaving revenue on the table.
What We Built
Led the full product lifecycle of a ground-up control panel redesign at shockbyte.com/panel — owning roadmap planning, feature prioritization, and cross-team execution. Delivered a modern, responsive UI built with Tailwind CSS and HTML5 that reduced onboarding friction dramatically. Simultaneously spearheaded the marketing site redesign with conversion-optimized layouts, integrated upsell strategies, and a complete pricing revamp aligned to actual usage data. AI-powered server diagnostics surface issues before players notice them.
The Result
Churn dropped 18% within the first quarter post-launch. Upsell conversion increased 32% through strategic pricing tiers and contextual upgrade prompts. The platform maintains 99.9% uptime serving thousands of active gamers, and Shockbyte holds a 4.1/5 rating across 9,900+ Trustpilot reviews.
18%Less Churn
32%Upsell Lift
99.9%Uptime
Game UI/UXAI DevelopmentTailwind CSSHTML5Web Design
Visit live site
app.medanomedicalspa.com
Patient Dashboard
Booking ✓
Intake ✓
Billing ✓
4 RolesAccess
HIPAACompliant
Healthcare · SaaS Platform

MedSpa CRM

Full clinic ops, one platform
Full-Stack Developer & AI Systems Architect
The Problem
A medical spa was running patient scheduling, intake, inventory, and billing across disconnected tools — staff switching between 5+ systems per patient visit, compliance paperwork done manually, and no central view of clinic performance.
What We Built
A full-stack clinic operations platform covering the complete patient lifecycle: online booking, digital intake forms with e-signatures, room-based scheduling, HIPAA-aware audit logging, injectable inventory tracking, double-entry accounting with a 33-account general ledger, membership management, and an agentic automation engine that triggers workflows on patient events without manual intervention.
The Result
All clinic operations unified in a single workspace. Staff onboarded across four role types (admin, provider, nurse, receptionist) with scoped access. The accounting module replaced a separate bookkeeping tool entirely.
33-AccountFull GL
HIPAAAudit Logging
4 RolesAccess Control
ReactFastAPIPostgreSQLAI AutomationMulti-tenant
Visit live site

Client Testimonials

What our clients say


06 — Why CodeMint

Built to hand over, not to hold you hostage

Automation you can’t see into is a liability, not an asset. Here’s how we build so it stays yours — and keeps working when we’re gone.

Senior engineers only

The engineer who scopes your workflow is the one who builds it. You never pay for someone to learn on your systems, and nothing gets lost in a handoff to a junior.

Direct engineer access

You talk to the people doing the work, not an account manager relaying messages. When something needs a decision, you get an answer from someone who can give one.

Fixed scope and milestones

You know the deliverables and the price before we start. No open-ended hours, no scope creep, no invoice you didn’t see coming.

Production safeguards

Monitoring, guardrails and human checkpoints ship with the first deploy. Automation that fails silently costs more than no automation at all, so we build for the exception.

Full ownership

The code, the accounts and the documentation are yours. Your team can run it, change it and extend it the day we hand over — no permission required.

No forced dependency

When the work is done, you’re not tied to a retainer to keep the lights on. Carry on alone or bring us back for the next workflow — your call, not our leverage.


07 — From the workbench

How we decide what to build

The trade-offs behind the work — when custom code beats no-code, why simpler systems win, and what automation actually costs. Written for operators, not just engineers.

DECISION FRAMEWORK

n8n vs. custom code: how to choose

When a no-code tool is genuinely enough, and when it quietly becomes the more expensive option. A framework for deciding before you commit.

Read the article →
ARCHITECTURE

Why simpler AI systems win

The case against over-engineered pipelines — and the simpler build that outperformed one in production, with fewer ways to break.

Read the article →
ECONOMICS

What no-code really costs

The bill that shows up after the demo — maintenance, limits and rework — and how to weigh it against a custom build up front.

Read the article →
Read all insights →

08 — The team

Small. Senior. Accountable.

CodeMint is a small studio of senior engineers who build production AI automation for service SMBs — the businesses running on a stack of tools that don’t talk to each other.

Every person here makes architecture decisions, reviews code and owns delivery end to end. No juniors learning on your systems. No offshore handoffs at 2am. The people you meet are the people who build and hand over the work.

We’re selective about who we take on. If a workflow is a fit, you get our full attention. If it isn’t — or an off-the-shelf tool would serve you better — we’ll tell you plainly.

12
Systems in production
8
Industries shipped
100
Senior engineers
$0
Forced retainers

09 — Get started

Find the workflow draining time
before you buy another tool.

Start with the workflow that’s costing you leads, hours or accuracy. The AI Workflow Audit maps it, tests the business case and defines the first version worth shipping — in seven business days, for a fixed $1,250.

Bring us one real workflow. We’ll tell you what to automate first — and if an off-the-shelf tool is the better answer, we’ll tell you that too.

Apply for the Audit
or just email us
[email protected]
Apply for the Audit