Why we build software differently
Most software built for mid-sized manufacturers fails for one of two reasons: it was built by people who don't know the operation, or it was built by people who know the operation but can't ship software. We sit on both sides. The same firm that would machine your parts is building your portal, your CRM, and your dashboards.
In practice, that means we almost always start with a one-week audit. Software built without seeing the operation is software built on assumptions — and assumptions are where manufacturing software projects die.
Four capabilities. The audit is the on-ramp to the other three.
Custom CRM deployment
Generic CRMs weren't designed for businesses where the unit of work is a part number, a drawing revision, and a quote against a specific customer price list. We build CRMs that are — and connect them to everything else in the quote-to-cash flow.
- Quote-to-order systems that handle revisions, customer-specific pricing, and approval workflows.
- Customer reorder portals tied to part numbers and drawing revisions.
- Role-based access — what sales sees, what purchasing sees, what operators see.
- Integration with accounting, shipping, and shop-floor systems so information flows without manual re-keying.
Your approved parts catalog
Signed in · Packaging OEM · MississaugaThis is a working example — every tab, button, and row responded to you. In production, it sits on your quote and customer data.
Workflow automation
The places where an operation slows down are rarely where the sales team looks. They're in the handoffs: intake triage, drawing review, quote approvals, expediting, exception handling. That's where LLM agents and well-placed automation pay off — not as novelty, but as quiet infrastructure that removes the friction.
- Operational dashboards operators actually open and managers actually trust.
- LLM agents for intake classification, quote triage, and drawing interpretation.
- AI parts-identification tools that match a photograph, description, or spec against an existing catalog.
- Workflow automation between CRM, ERP, and shipping carriers — so the same data doesn't get typed in three places.
Live intake feed
LiveThis was live — KPIs animated, pills advanced, the parts-ID screen matched against a mock catalog. In production, this is your floor.
Supply chain optimisation
Mid-sized manufacturers usually have more signal in their supply chain than they're using. Supplier performance, reorder patterns, safety stock, obsolescence risk, landed-cost variance — the data is there, but it's sitting across three systems and a spreadsheet. We build the layer that reads across them and surfaces what matters.
- Supplier performance analysis — on-time delivery, quality variance, price drift.
- Reorder-logic automation that flags where safety stock is wrong in either direction.
- Landed-cost tracking across suppliers, currencies, and shipping routes.
- Sourcing decision support — where to consolidate, where to dual-source, where to re-shore.
Everything here was live — sorted columns, expanded rows, flag acknowledgements. In production, the rows are your suppliers and the flags are on your POs.
Operations audit
One week on site, one written document. We walk the line, read the quote-to-cash flow, and return a briefing document that names what's broken and what's worth fixing. It's the on-ramp to any of the three capabilities above — and it's a standalone engagement when you need an outside read.
- Quote-to-cash walkthrough — from customer request to payment received.
- Part numbering, drawing management, and revision control review.
- Sourcing workflow and supplier relationship assessment.
- Shop-floor execution, scheduling, and inspection review.
- Inventory and reorder behaviour — including cash tied up in parts that don't ship.
- Deliverable: a written document covering findings, ranked recommendations, a watch list, and scoping notes for follow-on work.
Quote cycle time driven by manual drawing look-up
HighEngineers spend an average of 45 minutes per quote locating the current revision of source drawings across two shared drives and an email archive. Sampled over one week, this consumed 11% of engineering capacity.
Safety stock set on gut feel, not demand signal
HighMinimum stock levels on stainless wear parts were last reviewed in 2022. Two SKUs are over-stocked by an estimated 9 months of cover; one is stocked below a single lead-time of cover.
OEM replacement-part premiums not systematically audited
MediumFive high-volume SKUs are purchased from the original OEM at prices 60–130% above comparable contract machining. No internal process exists to flag these as re-source candidates.
Shipping handoff loses 1–2 days per export order
LowCommercial invoices are re-keyed from the CRM into the broker's portal. Typos trigger review cycles averaging 1.4 days on cross-border shipments.
Build drawing-revision index tied to CRM part records
HighPayback estimate: recovers ~11% of engineering capacity within 60 days of go-live. Effort: 4–6 weeks.
Reorder logic on stainless wear parts, refreshed quarterly
HighExpected working-capital release on identified SKUs: $180–220K on first pass. Effort: 2–3 weeks.
Monthly OEM premium audit — top 20 SKUs
MediumEven partial re-sourcing on the top five SKUs projects $90K+ annual cost reduction. Effort: ongoing, 2 hours per month once tooled.
Single-source exposure on Alloy 625 bar stock
MediumCurrent supplier provides 100% of Alloy 625 inventory. One qualified alternate identified; no commercial relationship yet.
Operator-dependent tribal knowledge on two legacy SKUs
LowSetup procedures for two legacy SKUs exist only in one operator's head. Documentation recommended before year-end.
Drawing-revision index — proposed scope
Phase 1Scope covers: CRM integration, revision-history pull from existing Dropbox archive, role-based access. Excludes: operator-facing shop-floor terminals (phase 2).
Reorder-logic refresh — proposed scope
Phase 1Scope covers: 42 stainless SKUs, quarterly automated refresh, buyer-facing dashboard. Excludes: plastics and specialty alloys (phase 2).
This was a live walkthrough of a real deliverable's structure. Your actual audit arrives as a written document, not a screen — but this is how it's organized.
Audits run on a fixed scope and a fixed timeline. A brief discovery call sets the focus — what part of the operation to look at, who we should talk to, and what systems we need access to. The document lands within two weeks of fieldwork.
How to engage
Start with a concrete problem. The sharpest briefs sound like: "Our reorder desk is drowning" or "Every quote takes three days because nobody trusts the margin number" or "We need a customer portal by Q3." We can take it from there.
If the problem is diffuse — "we need to modernize," "something is slow but I can't name it" — start with an audit. One week, one document, and a short list of projects worth doing. Everything else flows from there.
Describe the bottleneck. Or the workflow you'd automate.
A sharp description of the problem is the fastest way to scope it. If the problem is diffuse, we'll start with an audit. We respond within three business days.
info@maplempss.com · +1 647-671-4516 · Burlington, ON · Chennai, IN