AI Consulting for Small and Mid-Size Manufacturers
Automate back-office paperwork, procurement, and supply chain operations — without replacing your ERP, hiring data scientists, or spending a fortune
Sound Familiar?
Drowning in Paperwork
Your team spends hours re-typing purchase orders, matching invoices, updating BOMs, and filling out shipping documents. You’re paying skilled people to do data entry instead of value-adding work.
Manual Errors Cost Real Money
Wrong parts ordered. Invoices paid incorrectly. Shipments with missing documentation. Each error triggers a chain of corrections that wastes time and damages customer relationships. Manual processes produce 3–8% error rates.
You Know AI Can Help — But Where Do You Start?
Every article talks about “digital transformation” and “machine learning.” You don’t need buzzwords. You need someone who understands manufacturing to look at your operations and tell you what to automate first.
Big Consultants Want Big Budgets
McKinsey and Accenture want $500K for a strategy engagement. You need a $50K–$150K project that delivers measurable results in 90 days. Nobody seems to serve companies your size.
What We Do
Kamna helps manufacturing SMBs ($5M–$200M revenue) automate the back-office operations that consume your team’s time and margin. We deploy AI that reads documents, matches data, makes routine decisions, and connects your systems — so your people can focus on running and growing the business.
Purchase Order & Sales Order Automation
AI reads incoming customer POs (any format — PDF, email, scanned documents), extracts the data, validates it against your ERP, and creates the sales order automatically. Standard orders are processed in minutes with zero human involvement. Your team reviews exceptions only.
- 75–90% reduction in order entry time
- Under 0.5% error rate (vs. 3–8% manual)
- Orders processed 24/7, not just business hours
Accounts Payable & Invoice Matching
AI matches supplier invoices to POs and goods receipts automatically. Clean matches (70–85% of invoices) are approved for payment with no human touch. Discrepancies are flagged with the specific issue highlighted for quick resolution.
- 60–80% reduction in AP processing time
- Capture early payment discounts (1–2% of spend)
- Payback in 3–5 months
Procurement & Supply Chain Automation
AI monitors inventory, analyzes demand patterns, and generates purchase orders automatically using your approved suppliers and negotiated prices. No more stockouts because someone forgot to check levels. No more excess inventory from over-ordering.
- 30–50% reduction in stockouts
- 15–30% reduction in excess inventory
- Procurement staff freed for strategic sourcing
BOM Management & Engineering Changes
AI reconciles engineering and manufacturing BOMs automatically, propagates engineering changes across all affected assemblies, and ensures your shop floor always has the right revision. No more spreadsheet comparisons. No more missed updates.
- BOM reconciliation: from 20+ hours/week to 2–4 hours
- 90%+ reduction in BOM-related production errors
- Full audit trail for quality and compliance
Quality & Compliance Documentation
AI generates certificates of conformance, inspection reports, shipping documentation, and regulatory paperwork automatically from your production and quality data. Especially valuable for manufacturers with ISO, IATF, AS, or NADCAP certifications.
- 70–85% reduction in documentation time
- Always audit-ready
- Compliance errors virtually eliminated
Computer Vision Quality Inspection
AI-powered visual inspection catches defects that human inspectors miss — consistently, at line speed, 24/7. Our computer vision solutions integrate with your existing production lines and quality systems.
- 95–99% defect detection accuracy
- 100% inspection coverage (vs. sampling)
- Real-time defect alerts and quality data
How We Work
1. Free Assessment
We look at your operations, systems, and pain points. No cost, no obligation. We tell you honestly whether AI is the right investment for your business right now — and if so, exactly which process to automate first and what it will cost. This isn’t a sales pitch; it’s an honest evaluation.
2. Focused Implementation (60–90 Days)
We automate one high-impact process. We connect to your ERP, configure the AI for your specific documents and workflows, test with real data, and deploy to production. Fixed price. Clear milestones. No scope creep.
3. Measure Results
We measure hours saved, errors eliminated, and costs reduced against the baseline we established before the project. The ROI is concrete and verifiable — not theoretical projections, but actual results from your operations.
4. Expand (When You’re Ready)
Once the first project proves value, you decide whether to automate additional processes. Each subsequent automation is faster and cheaper because the foundation is already in place. No pressure, no upselling — just results-driven expansion when the numbers make sense.
Why Manufacturing SMBs Choose Kamna
- Manufacturing-Only Focus: We work exclusively with manufacturers. We understand BOMs, work orders, ERP systems, and shop floor operations. We don’t do retail chatbots or financial analytics — we automate manufacturing operations.
- Built for Your Size: Our methodology, pricing, and solutions are designed for $5M–$200M manufacturers with 20–500 employees. No enterprise bloat. No Fortune 500 pricing.
- Works With Your ERP: SAP Business One, Microsoft Dynamics, Epicor, Sage, Infor, NetSuite, JobBOSS — we integrate with the systems mid-market manufacturers actually use. No rip-and-replace.
- 90-Day Results: Not a 12-month roadmap. Not a strategy deck. A working AI system processing real transactions in your production environment within 90 days.
- Fixed-Price Projects: You know what it costs before you commit. $40K–$200K for implementation, depending on scope. No surprise invoices. No billable-hour games.
- Prove Value Before Expanding: Start with one process. See the results. Then decide what’s next. No long-term contracts required until we’ve proven value.
Industries We Serve
Our AI automation solutions work across manufacturing verticals, including:
- Metal fabrication — job shops, CNC machining, sheet metal, welding
- Industrial equipment — OEM manufacturers, component suppliers, assembly operations
- Plastics and rubber — injection molding, extrusion, thermoforming
- Electronics assembly — PCB assembly, electromechanical products, cable harnesses
- Automotive parts — tier 1–3 suppliers, aftermarket components
- Aerospace components — machined parts, composites, certified suppliers
- Food and beverage manufacturing — processing, packaging, compliance documentation
- Chemical and process manufacturing — batch processing, formulation management
Transparent Pricing
| Project Scope | Implementation Cost | Monthly Ongoing | Typical Payback |
|---|---|---|---|
| Single Process Automation | $40K–$100K | $3K–$6K | 3–6 months |
| Combined Back-Office (2–3 processes) | $80K–$180K | $5K–$10K | 4–8 months |
| Supply Chain & Inventory AI | $80K–$200K | $5K–$10K | 4–8 months |
| Computer Vision Quality Inspection | $100K–$250K | $5K–$10K | 6–10 months |
All implementation pricing is fixed — no hourly billing, no scope creep, no surprise charges. Monthly ongoing includes platform, AI processing, monitoring, and support.
Frequently Asked Questions
We’re a small company (30–50 employees). Is AI right for us?
If your team processes 100+ transactions per month (invoices, POs, orders) and at least one person spends significant time on data entry and document processing, AI delivers ROI regardless of company size. We work with manufacturers as small as 25 employees.
Our ERP is old. Can AI still work with it?
In most cases, yes. Even ERP systems that are 10–15 years old store data in accessible databases. Integration may require database-level connections rather than modern APIs, but it’s entirely feasible. We’ll assess your ERP during the free evaluation and tell you honestly if there are any limitations.
How is this different from the software we already have?
Your ERP stores and retrieves data. Your accounting software processes transactions. AI bridges the gaps between systems, reads documents your software can’t, makes decisions that currently require a human, and automates the manual workflows that connect your existing software together. It’s a layer on top of what you have — not a replacement for anything.
What if we’re not happy with the results?
We define success metrics before the project starts — specific, measurable outcomes like hours saved, error rate reduction, and processing time improvement. We review progress at the midpoint and course-correct if needed. If you’re not satisfied at the end of the project, there’s no lock-in — no long-term contract is required until we’ve demonstrated value.
Do you work with companies outside the US?
Yes. We serve manufacturers in the United States, Canada, United Kingdom, and across Europe. For European manufacturers, we ensure EU data residency and GDPR compliance, handle multi-language documents, and understand European regulatory requirements (CE marking, REACH, RoHS, EU AI Act).
Stop Losing Time and Money to Manual Processes
Your competitors are automating. Your customers expect faster turnaround. Your best employees are wasting their talent on data entry. A single conversation can tell you whether AI is the right next step for your manufacturing business — and exactly what it will cost and deliver.
Or explore specific capabilities: Agentic AI for Manufacturing | Supply Chain & Inventory AI | Computer Vision Quality Inspection | AI Incubation Lab