Stop paying headcountfor milliseconds of code.
Zapier breaks at scale. Off-the-shelf SaaS doesn't fit your workflow. We engineer custom internal tools, automated outreach engines, and deterministic AI pipelines that eliminate 15–30 hours of manual team grunt work every week.
The Architecture
Deterministic & PrivateRaw Ingestion Trigger
CSV, PDF, Form, or Webhook
Messy client leads, supplier invoices, or resume attachments hit your private endpoint.
Deterministic AI Processing
Structured Output Pipeline
Claude / OpenAI transforms data through strict typed schemas into PostgreSQL.
Automated Destination
CRM, Inboxes & Ops Dashboard
Smartlead emails sent, HubSpot contacts updated, and team notified in milliseconds.
10–21 days
to deploy
Fixed setup
+ small monthly retainer
100 %
private infrastructure
15 + hrs/wk
saved guaranteed
01/The Bottleneck
Manual spreadsheets
and no-code glue have a ceiling.Growing B2B businesses don't fail from lack of demand — they stall when human duct tape can't keep up with operational volume.
Fragile Zapier & Make Spaghetti
Multi-step no-code zaps silently fail on edge cases, burn through expensive task credits, and become impossible to debug when an external API payload changes or times out.
Broken client automations and constant firefighting
The $4,000/mo Operations Tax
Hiring more junior assistants just to scrape websites, copy-paste between CRMs, reformat messy PDFs, and chase onboarding forms crushes your company's net margins.
$36k–$48k/yr per staffer wasted on manual data entry
Disconnected SaaS Bloat
Paying compounding per-seat fees across 6 different software tools that still don't talk to each other — requiring a human in the middle to move data from tab A to tab B.
Vendor lock-in with zero custom code ownership
02/What we build
Custom operational backbones.
Built in code, owned by you.We don't build generic SaaS toys. We engineer high-leverage software backbones tailored precisely to your team's existing workflow.
Autonomous Outbound & Lead Engines
Multi-inbox cold email orchestration, automated lead scraping, waterfall enrichment, and AI personalization wired directly into your CRM.
- Apollo, Sales Nav & directory scrapers
- Multi-provider waterfall email verification
- Observational 1-sentence hook generation
- Direct Instantly/Smartlead API sync
Deterministic AI Data & Document Pipelines
Ingest messy PDFs, invoices, resumes, or inbound tickets — validated with strict TypeScript/Zod schemas and LLMs — written cleanly to PostgreSQL with zero hallucinations.
- Schema-locked structured JSON outputs
- Automated OCR for scanned PDFs & invoices
- Duplicate deduplication & conflict flags
- PostgreSQL audit log of all raw inputs
Client Onboarding & Fulfillment Portals
Replace scattered emails, Notion pages, and Google Forms with one branded client portal that automates intake, status tracking, and delivery.
- Magic link authentication & client isolation
- Dynamic file upload & requirement checklists
- Automated Slack/WhatsApp progress triggers
- Stripe recurring billing & payment handshakes
Unified Internal Admin & Ops Dashboards
Turn 15 slow spreadsheets into one fast, role-protected Next.js + PostgreSQL command center tailored to your exact team workflow.
- Blended revenue & operations telemetry
- One-click manual override for edge cases
- Role-Based Access Control (RBAC)
- Zero monthly per-seat licensing taxes
03/The Economics
Why code beats
headcount and no-code.When you calculate the real annual cost of assistant salaries and SaaS task credits, custom software is pure arithmetic.
Option 01
Hiring 1 Jr. Ops Employee
$3,500/mo
$42,000+ per year in payroll & taxes
- Limited to 40 hours/week, takes sick days & holidays
- Manual typos, missed leads & copy-paste fatigue
- 2–3 months of training and constant re-onboarding
Verdict: High recurring burn with human error rate.
Option 02
Bloated No-Code + SaaS Stack
$800–$1,500/mo
Compounding per-seat & task-credit taxes
- Zapier task limits get eaten on bad runs
- Brittle webhooks silently fail on edge cases
- Zero IP ownership; locked into third-party servers
Verdict: Fragile glue that breaks precisely when volume spikes.
Option 03 · Existify
Existify Custom System
Fixed Setup
+ low predictable monthly upkeep ($300–$500/mo)
- Runs 24/7/365 at sub-second speeds, zero sick days
- Deterministic Zod schemas guarantee zero hallucinations
- 100% private DB & source code ownership, zero seat fees
Pays for itself in under 45–60 days
04/The tech stack
Deterministic code where it matters.
AI only where it adds leverage.We avoid shiny toys and fragile abstractions. Every line of code is written in industry-standard TypeScript and battle-tested databases you own forever.
Next.js & React 19
Lightning-fast internal dashboards with role-based permissions and server components.
TypeScript & Zod
Strict runtime schema validation on every payload. If data doesn't conform, it never enters production.
Node.js & Hono.js
Lightweight, ultra-fast micro-services handling webhooks, scraping, and real-time processing.
PostgreSQL & Drizzle
Hosted privately on Supabase or Neon. Structured records, relational foreign keys, and audit logs.
BullMQ & Redis
Never drops a lead or job during third-party rate limits. Automatic backoff retries and concurrency control.
Claude & OpenAI Structured Outputs
Schema-bound JSON generation. AI is used solely for transformation, never for freeform unvalidated guesses.
Docker & VPS / Cloud Deploy
Containerized environments deployable to your own VPS (Hetzner/AWS) or serverless cloud.
Smartlead / CRM Webhooks
Bi-directional sync with HubSpot, Smartlead, Instantly, Slack, and WhatsApp APIs.
05/Process
From bottleneck audit
to live internal system in 4 steps.A deterministic engineering playbook designed to minimize your team's involvement while guaranteeing operational accuracy.
Workflow Teardown & Scope Freeze
We map your team's manual tasks, browser tab-switching, and API bottlenecks on a 30-minute operational call. You receive a 1-page locked specification and a fixed-fee quote.
Architecture & Pipeline Build
We engineer the database, API integrations, Zod guardrails, background workers, and internal UI in a private GitHub repo on your private cloud.
Live Parallel 'Shadow Run'
We run the engine side-by-side with your human staff on real company payloads. If your team processes 50 records, our engine processes the same 50 records in milliseconds to verify 100% accuracy.
Handoff & Care Retainer
Your team receives a tailored Loom walkthrough, admin credentials, and full source code. We transition directly into lightweight monthly maintenance ($300–$500/mo) to monitor API uptime and adjust prompts.
06/Pricing & Grand Slam Offer
Fixed setup. Lightweight upkeep.
Guaranteed ROI.Transparent terms designed around positive cash flow from day one. Zero hidden surprises or runaway hourly invoices.
Custom Fixed Setup
$2,500 – $4,500
Fixed scope based on workflow complexity · 50% upfront, 50% on live go-live
- 1-Page Locked Specification & Workflow Audit
- Complete Database & Backend Pipeline Engineering
- AI Schema Guardrails & Zod Validation Layer
- Custom Next.js Internal Dashboard or Portal
- 3–5 Day Parallel Live 'Shadow Run'
- 100% Private GitHub Source Code Ownership
Terms: 50% deposit to begin sprint, 50% upon successful live parallel test.
Lightweight Care Retainer
$300 – $500/mo
Predictable monthly fee covering uptime, API changes & prompt tuning
- 24/7 Server & Database Telemetry & Uptime Monitoring
- Third-Party API Token Refreshes & Breaking Schema Fixes
- Prompt Fine-Tuning for New Edge Cases
- Priority Direct Slack & WhatsApp Engineering Channel
- Zero Per-Seat Software Licensing Fees Forever
Can be cancelled anytime with 30 days notice. Your code remains 100% yours.
The 15-Hour Efficiency Guarantee
If the custom system we deploy does not save your team at least 15 hours of repetitive manual work per week within 30 days of go-live, we will refactor, expand, and optimize the workflow at zero cost until it does.
07/FAQ
Frequently asked
questions.Everything you need to know about replacing manual operations with custom software.
Zapier and Make work well for simple 2-step triggers (e.g. form submission to Slack). But when dealing with messy CSVs, invoice OCR, multi-step waterfall email lookups, or high data volumes, they silently fail, eat thousands of dollars in task credits, and hallucinate without structured schema validation. We write deterministic code with real PostgreSQL databases, BullMQ queues, and Zod schemas that run 24/7 with zero per-task fees.
Ready to automate your operations?
Eliminate 15+ hours of manual grunt work next week.
Book a 30-minute discovery call. We'll map your manual tab-switching bottleneck, give you a fixed quote, and show you the exact system we'll build.