Eliminate operational bottlenecks with custom software & autonomous agents.
I diagnose where growing businesses bleed time, payroll, and margin—then build private software systems and production AI agents that replace manual overhead permanently. Field-tested across e-commerce, manufacturing, wholesale, and growth operations.
Invoice claims total $15,200.00. Item lines sum to $14,850.00.
Loom count actively managed in production
Weekly manual clerical work eliminated
Continuous live production operation with financial data
Month-end reconciliation close duration reduction
Where Manual Overhead and Software Silos Break.
We specialize by operational bottleneck and autonomous execution, not narrow industry silos. Whether your business coordinates physical production, multi-channel commerce, or high-volume customer fulfillment, the architectural fundamentals remain identical.
E-Commerce & Multi-Channel Logistics
Eliminating inventory drift across Shopify, Amazon FBA, and 3PL warehouses with automated carrier invoice audits.
- Real-time inventory sync across channels with zero stockouts
- Automated carrier and warehouse invoice audits flagging overcharges
- Streamlined returns workflow confirming physical receipt before refunds
Manufacturing & Discrete Production
Replacing paper shift logs and manual registers with real-time floor tracking and automated worker payroll.
- Simple tablet interfaces built for fast, error-free factory floor entry
- Real-time tracking of raw material usage, waste, and finished goods
- Automated worker piece-rate payroll calculated straight from production logs
Wholesale & B2B Distribution
Automating high-volume supplier purchase order intake, customer tier pricing, and dispatch fulfillment without software freezes.
- Instant purchase order intake checking prices and inventory automatically
- Smart multi-warehouse dispatch queues preventing delayed shipments
- Three-way match between customer orders, packing slips, and carrier bills
Finance & Multi-Entity Operations
Consolidating multi-currency ledgers, automating bank statement reconciliation, and compressing month-end closes from days to minutes.
- Rock-solid accounting ledger where numbers balance to the exact cent
- Automated daily bank feed matching cutting month-end close to minutes
- Permanent audit trail showing who created, approved, or edited each record
Designed for businesses with $1M–$50M in annual transaction volume or teams losing 20+ hours weekly to manual data reconciliation. We build dedicated, private software applications with 100% client code and data ownership—never brittle no-code patches or unverified AI outputs.
What agents can do for your operation.
Every agent is an operational worker with scoped database permissions, spend budgets, strict rejection gates, and a human in the loop.
Finance & Accounting Ops
Continuous transaction matching across bank feeds, purchase invoices, and sub-ledgers. Flags discrepancies to human queues.
Inventory & Procurement
Monitors shift consumption rates and physical stock depletion. Compiles automated reorder proposals against supplier MOQs.
Executive & Operational Briefings
Ingests sales, returns, floor yield, and ad telemetry at 06:30; delivers an executive bullet digest and anomaly flags at 07:00.
Document & Invoice Intake
Extracts structured tables from scanned supplier PDFs, packing slips, and email attachments into an uncommitted staging schema.
Multi-Channel Reconciliation
Reconciles gross sales against payout deductions (Stripe fees, Amazon FBA fees, chargebacks, currency conversion fees).
Monitoring & Anomaly Alarms
Continuous statistical monitoring across order velocity, gross margins, and machine telemetry. Sends high-priority push alerts on drift.
B2B Quoting & Spec Review
Parses custom RFQ specs, checks material availability and machine limitations, and drafts a structured quotation for manager signoff.
Supplier & Material Research
Monitors raw material market indices, benchmark tariff tables, and supplier catalog updates to propose cost-saving substitutions.
Custom projects built from scratch. Agentic intelligence layered on top.
We engineer custom production systems tailored to your business, and layer agentic improvements over them—never replacing custom software with fragile AI-only wrappers.
TextileMode ERP
Custom 5-module ERP built to manage yarn lot accounting, loom allocation, greige inspection, piece-rate wages, and double-entry accounting.
Agentic shift briefings, predictive yarn shortage alerts, and automated variance flagging running directly on top of the relational ledger.
Automating Financial Reconciliation
Custom double-entry ledger platform with multi-currency normalized transaction store and QuickBooks integration.
Deterministic matching agents that ingest daily bank webhooks, apply rule-based heuristics, and route exceptions to human review.
Belhide Operational Stack
Custom unified operational hub connecting Shopify, Amazon, Google Analytics 4, and Search Console into a single relational database.
Daily 07:00 autonomous executive briefings, automated shipping cost audits, and real-time inventory reorder triggers.
Five disciplined steps from messy spreadsheets to a verified system.
I don't build open-ended prototypes. Every engagement follows a fixed path from written scope to audited handover.
Discovery
A 20-minute operational review where we map how data moves through your business today: which spreadsheets exist, who touches them, and where numbers go missing.
Written Scope
Before writing a line of code, we agree in writing on the exact workflows, user permissions, calculations, and acceptance criteria.
Staged Build
The system is built in weekly milestones against real, sanitized sample data in an isolated staging environment. You click through working software every Friday.
Review & Rehearsal
We run dry runs against historical transactions. We test that numbers reconcile to the cent, that non-admin roles cannot view restricted data, and that staff know exactly where to click.
Handover & Care
All repository code, cloud account credentials, and database keys are transferred directly to your organization. Scheduled monthly restore drills keep the system recoverable.
Engineered so you never have to wonder if the data is safe.
Real reliability isn't a vague promise. Here are three architectural guarantees built into every deployment.
Strict Role-Based Access on Every Screen
Staff and contractors only see what they need to see. Permissions are enforced at the database foundation—so a floor operator cannot view profit margins, and a sales rep cannot edit payroll.
Guaranteed Mathematical Verification Before AI Saves Anything
AI extracts invoices and orders at high speed, but strict automated checks verify every sum, invoice number, and tax total before anything enters your real records.
You Own 100% of Your Software, Code, and Data
Everything is built inside your company cloud accounts. No monthly per-seat hostage fees, no proprietary vendor lock-in. You own your software asset outright on day one.
Hard-won lessons from production operations.
No generic thought leadership. Detailed breakdowns of what failed, what worked, and reproducible schemas.
Why Spreadsheets are the Secret Bottleneck in $50M Companies
Many high-revenue firms run their inventory and scheduling on brittle spreadsheets. Here is the operational impact and how to structure a database-backed alternative with zero downtime.
Designing Failsafe AI Agents: The Deterministic Staging Table Pattern
LLMs are probabilistic; financial databases are not. How to build an intermediary staging architecture that evaluates schema validity, range constraints, and math before committing rows.
Automating Financial Reconciliation: From 3 Days to 45 Minutes
How to construct deterministic matching algorithms that ingest daily banking API exports, normalize supplier invoices, and cut month-end close time without risking accounting discrepancies.
Ready to replace manual spreadsheets with an audited system?
Book a 20-minute discovery call. We will review your current spreadsheets, map the exact operational drag, and discuss whether a custom system or data audit makes commercial sense.