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+# TallyFlow Use Cases
+
+**RFID, barcode, and photo capture workflows for operations that need visibility, accuracy, and proof.**
+
+This document describes practical use cases where TallyFlow is a strong fit. Each use case uses common industry language so operations, warehouse, quality, and supply chain teams can map TallyFlow to how they already work.
+
+---
+
+## Platform at a Glance
+
+TallyFlow is a unified asset intelligence platform with five integrated components:
+
+| Component | Role |
+|-----------|------|
+| **TallyFlow Core** | Web dashboard for assets, zones, categories, reporting, exceptions, and integrations |
+| **TallyFlow Assets** | Mobile app for inventory, enrollment, zone moves, and seek-and-find |
+| **TallyFlow Capture** | Mobile photo + barcode/RFID capture for documentation and claims |
+| **TallyFlow IoT** | Fixed RFID readers, tunnels, and real-time tag streaming at the dock or line |
+| **TallyFlow Print** | On-demand barcode and RFID label printing and encoding |
+
+Together they cover the full path from **print a tag → scan or read it → document condition → report exceptions → connect to your ERP**.
+
+---
+
+## Core Operational Use Cases
+
+### 1. Receiving & Inbound Verification
+
+**Also called:** inbound receiving, ASN verification, dock receiving, goods receipt
+
+**Problem:** Teams do not know what actually arrived versus what was expected. Shortages, overages, and wrong SKUs create rework, chargebacks, and ERP cleanup.
+
+**How TallyFlow helps:**
+- Match expected shipments (for example ASN / pre-shipment data) against what is read or scanned
+- Use fixed RFID tunnels or handheld readers for high-volume box and pallet reads
+- Flag shortages, overages, and mismatches as exceptions for follow-up
+- Optionally capture photos of damaged or questionable receipts
+
+**Best for:** Distribution centers, retail DCs, 3PLs, manufacturing inbound docks, apparel and packaged-goods receiving
+
+---
+
+### 2. Shipping & Outbound Verification
+
+**Also called:** shipping verification, outbound check, load verification, pre-ship scan
+
+**Problem:** Wrong items leave the building, incomplete orders ship, and there is no proof of what was loaded.
+
+**How TallyFlow helps:**
+- Confirm tagged cartons, cases, or assets as they pass a dock door, tunnel, or handheld checkpoint
+- Document packed and staged freight with photos linked to order, job, or tracking numbers
+- Reduce claims by creating a clear record of condition and quantity before the truck leaves
+
+**Best for:** Manufacturing shipping lanes, custom product shippers, 3PLs, produce packing and shipping
+
+---
+
+### 3. Cycle Counting
+
+**Also called:** cycle count, perpetual inventory count, rolling inventory
+
+**Problem:** Full physical inventories are disruptive and expensive. Location accuracy drifts between counts.
+
+**How TallyFlow helps:**
+- Run lightweight mobile inventory counts by zone or category without shutting down the floor
+- Use barcode or RFID to count faster and with fewer keying errors
+- Update asset location with optional zone moves during the count
+- Export reports for reconciliation with ERP or WMS
+
+**Best for:** Warehouses, tool cribs, MRO stockrooms, food banks and multi-shelf storage, manufacturing WIP areas
+
+---
+
+### 4. Physical Inventory & Stock Audits
+
+**Also called:** wall-to-wall inventory, annual inventory, stocktake, inventory audit
+
+**Problem:** Auditors and finance need a defensible count of what is on hand and where it is.
+
+**How TallyFlow helps:**
+- Enroll and count items with handheld devices
+- Organize inventory by zone, category, and item identifiers
+- Produce searchable records and Excel-exportable reports for audit packages
+- Combine tag reads with photo evidence when visual confirmation is required
+
+**Best for:** Operations preparing for financial audits, regulated inventory environments, multi-location stockrooms
+
+---
+
+### 5. Zone-Based Asset Tracking
+
+**Also called:** location tracking, WIP tracking, yard/floor tracking, process-stage tracking
+
+**Problem:** High-value tools, components, and work-in-process disappear into the facility. Teams waste time searching and cannot see bottlenecks.
+
+**How TallyFlow helps:**
+- Define operational zones (dock, inspection, repair bay, cold storage, staging, and so on)
+- Track movement between zones via mobile scans or fixed readers
+- Measure **time in zone** to spot items stuck too long
+- Alert stakeholders when assets exceed configured dwell times
+
+**Best for:** Repair shops, manufacturing cells, component MRO, multi-step production and inspection flows
+
+---
+
+### 6. Exception Management
+
+**Also called:** shortage/overage handling, variance management, exception reporting
+
+**Problem:** Exceptions are found too late, buried in spreadsheets, or never tied back to a specific shipment or asset.
+
+**How TallyFlow helps:**
+- Automatically surface shortages, overages, and unexpected tags during receive/ship workflows
+- Flag assets that remain in a zone longer than allowed
+- Give supervisors a reporting view so issues can be acted on the same day
+- Keep an auditable trail of what was detected and when
+
+**Best for:** High-volume receiving, FSMA and compliance operations, multi-zone repair and manufacturing
+
+---
+
+### 7. Seek & Find (Asset Locate)
+
+**Also called:** asset locate, find-my-asset, tool find, Geiger-style RFID locate
+
+**Problem:** Time and money are lost looking for tools, tagged equipment, or specific cases on a busy floor.
+
+**How TallyFlow helps:**
+- Mobile seek-and-find with a Geiger-counter-style experience for one or many tagged assets
+- Narrow location using RFID signal strength while walking the facility
+- Reduce downtime caused by missing tools or misplaced WIP
+
+**Best for:** Manufacturing tool tracking, field equipment, large warehouses, facilities with high-value tagged assets
+
+---
+
+### 8. Asset Enrollment & Tag Commissioning
+
+**Also called:** asset onboarding, tag association, item registration, master data setup
+
+**Problem:** Tags exist without a system of record, or assets are entered inconsistently so later tracking fails.
+
+**How TallyFlow helps:**
+- Enroll assets in the field with barcode or RFID via mobile
+- Create and manage assets in Core, including bulk Excel import
+- Print and encode labels, then optionally register them automatically in Core
+- Support parent/child relationships (for example case and contents, or assembly and components)
+
+**Best for:** New RFID programs, tool and equipment fleets, produce case tagging, any site standing up structured asset data
+
+---
+
+### 9. Label Printing & Encoding
+
+**Also called:** RFID encoding, case labeling, GS1 labeling, SSCC labeling
+
+**Problem:** Labels are inconsistent, serials are wrong, or printing is disconnected from the inventory system.
+
+**How TallyFlow helps:**
+- Print and encode RFID and barcode labels (Zebra and ZPL-compatible printers)
+- Use workflow profiles for common formats, including **GS1-128 / case labels**, **SSCC**, and **FSMA 204** food traceability templates
+- Keep print history and optionally register printed items as assets
+- Support simple tags as well as more structured GS1 and parent/child schemes
+
+**Best for:** Produce and food packing, retail/apparel case tagging, internal asset labeling, shipping container identification
+
+---
+
+## Documentation & Compliance Use Cases
+
+### 10. Freight Claims Documentation
+
+**Also called:** pre-shipment photography, damage claims support, proof of condition
+
+**Problem:** When freight is damaged or short, the shipper cannot prove what left the dock in good condition and complete quantity.
+
+**How TallyFlow helps:**
+- Photograph products, pallets, and loads before shipment
+- Associate each photo with job numbers, barcodes, order IDs, tracking numbers, and categories
+- Retrieve evidence quickly for carriers, insurance, and customers
+- Scale to high photo volume across many users and devices
+
+**Best for:** Manufacturers shipping finished goods, fixture and equipment makers, anyone with recurring freight claims cost
+
+---
+
+### 11. Quality Control (Incoming, In-Process, Outgoing)
+
+**Also called:** IQC, IPQC, OQC, inspection documentation, visual QC
+
+**Problem:** Defects and damage are hard to prove, trends are invisible, and paper inspection records are slow to retrieve.
+
+**How TallyFlow helps:**
+- **Incoming QC:** photograph materials and components; tag by PO, supplier, and issue type
+- **In-process QC:** capture checkpoints on the line with workstation and defect tags
+- **Outgoing QC:** document finished goods, packaging, and labeling before ship
+- Build a searchable visual history for root-cause analysis and supplier discussions
+
+**Best for:** Discrete manufacturers, rebuild/repair operations, suppliers under strict customer quality requirements
+
+---
+
+### 12. Repair & MRO Process Documentation
+
+**Also called:** work-order documentation, repair history, teardown photos, service records
+
+**Problem:** Repair shops need to show customers what was done and retain a visual history of high-value equipment over time.
+
+**How TallyFlow helps:**
+- Link arrival, in-process, and completion photos to repair tickets or asset IDs
+- Track components through multi-step repair zones
+- Use zone duration reporting to find process bottlenecks
+- Share clear visual records with customers and auditors
+
+**Best for:** Component repair, compressor/pump rebuild, industrial MRO, aviation-adjacent and high-value part shops
+
+---
+
+### 13. Food Traceability & FSMA 204 Compliance
+
+**Also called:** produce traceability, CTEs/KDEs capture, farm-to-ship tracking, food safety audit support
+
+**Problem:** Manual or paper tracking will not meet modern food traceability expectations or FSMA 204-style audit needs.
+
+**How TallyFlow helps:**
+- Track produce and food cases through packing, storage, and shipping with barcode and RFID
+- Print compliant labels with dedicated FSMA-oriented templates and GS1 case labeling support
+- Use zone and movement history for location and dwell reporting
+- Export records for regulators, customers, and internal audits
+
+**Best for:** Produce farms, packing houses, food distributors, cold-chain and perishable operations
+
+---
+
+### 14. Compliance Audits & Audit Trails
+
+**Also called:** regulatory audit support, chain-of-custody reporting, operational audit trail
+
+**Problem:** When auditors ask “where was this, when, and who touched it?”, answers live in email, paper, and tribal knowledge.
+
+**How TallyFlow helps:**
+- Maintain event history for tags, zones, photos, and status changes
+- Produce exception and duration reports that show control of the process
+- Centralize searchable evidence (scans, reads, photos, documents)
+- Support both operational reviews and external compliance requests
+
+**Best for:** Food safety programs, quality system audits, multi-site operations under customer or regulatory scrutiny
+
+---
+
+### 15. Field Document Capture
+
+**Also called:** digital BOL capture, paperwork digitization, proof-of-delivery imaging
+
+**Problem:** Bills of lading, receipts, and signed deliveries are mailed, texted, or lost—delaying accounting and customer service.
+
+**How TallyFlow helps:**
+- Photograph paperwork in the field or warehouse
+- Tag images with sales order, BOL, location, or work order identifiers
+- Sync to a shared cloud library so office and field share one source of truth
+- Search and filter instead of sorting physical stacks or email threads
+
+**Best for:** Distributed sales teams, multi-site shippers, delivery-heavy manufacturers, field service organizations
+
+---
+
+### 16. Field Installation & Service Tracking
+
+**Also called:** installed base tracking, as-built documentation, service locate
+
+**Problem:** Equipment installed in the field is hard to find later, especially when buried or spread across sites.
+
+**How TallyFlow helps:**
+- Document installations with photos and barcode/RFID identifiers
+- Capture GPS location with the visual record
+- Help service teams locate equipment and understand site conditions before arrival
+
+**Best for:** Irrigation and controls, construction-related products, distributed equipment fleets
+
+---
+
+## Automation & Integration Use Cases
+
+### 17. Automated Dock-Door & Tunnel Reads
+
+**Also called:** RFID portal reading, tunnel scanning, hands-free dock capture
+
+**Problem:** Manual scanning cannot keep up with conveyor or high-volume outbound/inbound flow.
+
+**How TallyFlow helps:**
+- Connect multi-reader sites (for example Impinj and Zebra fixed readers) through TallyFlow IoT
+- Unify tag reads from tunnels and portals into one clean feed
+- Provide local health, start/stop, and visibility for operations teams
+- Hand off events to Core, spreadsheets, REST consumers, or downstream systems
+
+**Best for:** Retail/apparel DCs, automated shipping lines, multi-reader warehouses
+
+---
+
+### 18. ERP & System Integration
+
+**Also called:** ERP handoff, WMS/ERP receive update, system of record sync
+
+**Problem:** RFID and mobile capture data never reliably lands in the systems people trust (ERP, WMS, BI).
+
+**How TallyFlow helps:**
+- Integrate via keyboard wedge, database patterns, REST APIs, webhooks, and spreadsheet/CSV paths
+- Support intermediary integration patterns when direct ERP access is constrained
+- Keep TallyFlow as the operational capture layer while the ERP remains the financial/system of record
+- Feed BI tools (for example Power BI) from unified reader and event data
+
+**Best for:** Mid-market manufacturers and distributors already on ERP platforms who need RFID/mobile data without replacing core systems
+
+---
+
+### 19. Condition & Environmental Monitoring (IoT)
+
+**Also called:** cold-chain monitoring, shock/temperature tracking, sensor-linked assets
+
+**Problem:** Location alone is not enough when temperature, humidity, or handling damage matter.
+
+**How TallyFlow helps:**
+- Link environmental sensor data to assets or shipments
+- Automate status updates without constant manual scanning
+- Combine condition events with zone and movement history in Core
+
+**Best for:** Perishables, sensitive components, high-value shipments with handling risk
+
+---
+
+## Use Case Matrix (Quick Reference)
+
+| Use case | Primary TallyFlow components | Typical industries |
+|----------|------------------------------|--------------------|
+| Receiving & inbound verification | IoT, Assets, Core | Distribution, retail, manufacturing |
+| Shipping & outbound verification | IoT, Capture, Assets, Core | Manufacturing, 3PL, produce |
+| Cycle counting | Assets, Core | Warehouse, MRO, food distribution |
+| Physical inventory & stock audits | Assets, Capture, Core | Any inventory-heavy operation |
+| Zone-based asset tracking | Assets, IoT, Core | Repair, manufacturing WIP |
+| Exception management | Core, IoT, Assets | High-volume ops, compliance |
+| Seek & find | Assets | Tools, equipment, large facilities |
+| Enrollment & commissioning | Print, Assets, Core | New programs, fleet tagging |
+| Label printing & encoding | Print | Produce, retail cases, assets |
+| Freight claims documentation | Capture | Manufacturing, shipping |
+| Quality control (IQC/IPQC/OQC) | Capture, Core | Manufacturing, suppliers |
+| Repair & MRO documentation | Capture, Assets, Core | Component repair, industrial MRO |
+| FSMA 204 / food traceability | Print, Assets, Core, IoT | Produce, food distribution |
+| Compliance audits | Core, Capture | Regulated and audited ops |
+| Field document capture | Capture | Multi-site sales and logistics |
+| Field installation tracking | Capture | Field equipment, controls |
+| Dock-door & tunnel automation | IoT, Core | High-volume DCs |
+| ERP / BI integration | Core, IoT | ERP-centric enterprises |
+| Condition monitoring | IoT, Core | Cold chain, sensitive goods |
+
+---
+
+## How Customers Typically Start
+
+Most successful deployments begin with **one high-pain workflow**, then expand:
+
+1. **Start with proof** — freight claims photos, QC documentation, or a single receiving dock  
+2. **Add structure** — zones, categories, and consistent tag enrollment  
+3. **Automate volume** — fixed readers or tunnels where handheld scanning becomes the bottleneck  
+4. **Connect systems** — push exceptions and receipts into ERP, WMS, or BI  
+5. **Expand sites** — same playbook across DCs, plants, or packing locations  
+
+TallyFlow is designed so you can adopt mobile capture, print, IoT, or full Core visibility in the combination that matches your operation—not an all-or-nothing project.
+
+---
+
+## Workflows TallyFlow Does Not Cover
+
+The following are common industry workflow names that customers often ask about. They are **not primary TallyFlow products**. Saying “no” (or “not without a partner system”) early protects fit and avoids competing with full WMS, ERP, CMMS, or rail platforms.
+
+Use this list when scoping deals: if the customer’s *main* buy is one of these, TallyFlow is usually the wrong primary system—or only a side car (tags, photos, dock reads) next to another product.
+
+### Warehouse & fulfillment (WMS / OMS territory)
+
+| Workflow name | What buyers usually mean | Why it is out of scope |
+|---------------|--------------------------|------------------------|
+| **Directed picking / pick paths** | System tells pickers *what* to pick, *where*, and *in what order* | TallyFlow tracks and verifies tagged items; it does not run order-driven pick logic, pick waves, or path optimization |
+| **Wave / batch / cluster picking** | Group orders into pick waves for the floor | Order orchestration and labor assignment live in WMS/OMS |
+| **Pack & ship / cartonization** | Decide box sizes, pack lists, carrier labels as a packing station app | Print can do labels; TallyFlow is not a packing-station WMS |
+| **Slotting / putaway rules engine** | Optimal bin assignment based on velocity, cube, affinity | Zone moves exist; automated slotting algorithms do not |
+| **Inventory allocation / soft allocation** | Reserve stock against open orders | Financial/order allocation belongs in ERP/WMS |
+| **Replenishment / min-max / kanban automation** | Auto-create moves when locations hit reorder points | Exception and visibility yes; replenishment planning no |
+| **Labor management (LMS)** | Time standards, productivity scoring, incentive pay | Outside the asset/tag domain |
+
+### Transportation & yard
+
+| Workflow name | What buyers usually mean | Why it is out of scope |
+|---------------|--------------------------|------------------------|
+| **TMS / carrier selection** | Rate shopping, tendering, freight audit | TallyFlow documents freight condition; it does not manage carriers |
+| **Route planning / last-mile** | Delivery routes and driver apps | Not a delivery management platform |
+| **Yard management (YMS)** | Trailer spots, gate appointments, yard jockey tasks | Dock/tunnel reads can feed a YMS; full yard ops are not built in |
+| **AEI rail / AAR equipment ID** | Automatic Equipment Identification on railcars | **No native AEI tag support** today; not a rail AEI system |
+| **Fleet telematics** | GPS trailers/trucks, ELD, engine data | Different stack from site RFID/photo capture |
+
+### Asset finance & shared equipment pools
+
+| Workflow name | What buyers usually mean | Why it is out of scope |
+|---------------|--------------------------|------------------------|
+| **Fixed-asset accounting / depreciation** | Capex books, depreciation schedules, cost centers | Competitors in “office asset tracking” lead here; TallyFlow is operational, not GL |
+| **Equipment rental / reservations** | Book assets, due dates, late fees, availability calendar | Check-out style products (e.g. Cheqroom-class) are a different product category |
+| **Customer self-service portal** | External users reserve or return gear without staff | Not a multi-tenant self-service rental portal |
+| **ITAM / software license management** | Laptops, SaaS seats, MDM | Different vertical (IT asset management) |
+
+### Maintenance & production systems
+
+| Workflow name | What buyers usually mean | Why it is out of scope |
+|---------------|--------------------------|------------------------|
+| **CMMS / EAM work orders** | Preventive maintenance schedules, work order lifecycle, spare parts BOM for PM | Capture/repair photos and zone tracking help *around* MRO; full CMMS is not the goal |
+| **MES / production scheduling** | Work centers, routing, OEE, dispatch | WIP zone visibility ≠ manufacturing execution |
+| **Full serial genealogy / as-built BOM** | Multi-level as-built tree for every component forever | Parent/child tags exist; deep product genealogy is PLM/MES |
+| **Quality management system (QMS)** | CAPA, NCR, ISO document control | Capture supports *visual* QC evidence; not a QMS |
+
+### Advanced location & AI (often assumed, not shipped as product)
+
+| Workflow name | What buyers usually mean | Why it is out of scope |
+|---------------|--------------------------|------------------------|
+| **Indoor RTLS / x-y positioning** | Continuous meter-level map position | Seek-and-find and zone presence ≠ full RTLS |
+| **Digital twin / 3D warehouse map** | Live 3D facility model | Not productized |
+| **Predictive reorder / AI demand** | Forecast usage and auto-purchase | Not inventory planning software |
+| **Autonomous dock / AI operates readers** | Agents start/stop readers and run the dock without humans | IoT can expose status/MCP-style read tools; autonomous control is not the default product story |
+
+### Partial overlap (do not sell as “we do that end-to-end”)
+
+These names appear in RFPs. TallyFlow can **support a piece** of the story (tags, photos, zone events, dock reads) but is not the system of record for the full process:
+
+| Name | Partial fit | Still needs another system for… |
+|------|-------------|----------------------------------|
+| **Putaway** | Confirm item moved into a zone | Slotting rules, directed putaway tasks |
+| **Returns / RMA** | Photo damage on return, re-enroll tags | RMA authorization, credit, reverse logistics |
+| **Transfer orders** | Scan/move between zones or sites | Inter-company inventory accounting |
+| **Proof of delivery (POD)** | Photo of paperwork or load | Carrier POD workflows, e-signature standards at scale |
+| **Chain of custody** | Event + photo timeline | Legal/forensic custody products with locked evidence kits |
+| **Cold chain compliance** | Sensor-linked events when integrated | Validated pharmaceutical cold-chain platforms |
+
+**Sales rule of thumb:** If the buyer’s success metric is “orders ship correctly from a WMS,” buy WMS. If the metric is “we know what was tagged, where it was, what it looked like, and what the dock read,” buy TallyFlow (often *with* WMS/ERP).
+
+---
+
+## Internal: Low-Hanging Fruit (Minor Coding)
+
+> **Not for customers.** Internal product notes: workflows that are *adjacent* to what TallyFlow already does, where a small amount of productized UI/API work would let sales honestly claim more of the industry name—without becoming a WMS or CMMS.
+
+Effort is relative (**S** ≈ days–1 week, **M** ≈ 1–3 weeks). Validate against current code before committing.
+
+### Highest leverage (near existing features)
+
+| Industry name we could claim more cleanly | What already exists | Minor coding idea | Effort | Components |
+|-------------------------------------------|---------------------|-------------------|--------|------------|
+| **Scan-and-print / field re-label** | Print encoding + mobile enroll | Mobile triggers Print job (scan asset → reprint/replace label; enroll → print) | **S–M** | Assets + Print |
+| **Live dock visibility on mobile** | IoT tag stream + mobile locate | Show recent IoT reads / zone hits inside Assets (read-only first) | **M** | Assets + IoT |
+| **Tool crib check-out / check-in** | Assets, zones, history | Simple status + assignee + optional due date; no reservations calendar | **S–M** | Assets + Core |
+| **Directed zone transfer (light putaway)** | Zone moves | “Expected zone” on asset + flag if scan lands elsewhere; optional confirm list | **S** | Assets + Core |
+| **Cycle count session / variance** | Lightweight inventory | Named count session, expected vs scanned, export variance list | **S–M** | Assets + Core |
+| **Return-to-stock / reverse ship** | Receive/ship style reads | Explicit “return” event type + reason codes; photo optional via Capture | **S** | Assets / IoT + Core |
+| **Digital signature on claims/POD** | Capture photos + tags | Capture signature pad or image + link to shipment ID | **S** | Capture |
+| **Before/after photo sets** | Capture categories | Workflow template: paired “before” / “after” (or arrival/complete) groups on same ticket | **S** | Capture |
+| **Exception email digests** | Zone alert time + email recipients | Scheduled daily digest of open exceptions (not only real-time) | **S** | Core |
+| **Webhook on key events** | REST / ERP patterns | Emit webhooks for zone enter/exit, exception opened, print registered | **S–M** | Core |
+| **MQTT / CSV already; MQTT export polish** | IoT CSV, REST, AMQP | Ship MQTT *export* processor if customers already asked (pattern exists as future candidate) | **S–M** | IoT |
+| **Count reconciliation report pack** | Reports + Excel export | One “audit pack” export: by zone, category, exceptions, duration outliers | **S** | Core |
+
+### Slightly larger but still product-shaped (not a platform rewrite)
+
+| Industry name | Minor coding direction | Effort | Notes |
+|---------------|------------------------|--------|-------|
+| **ASN receive UI (repeatable)** | Productize Alice+Olivia-style expected-vs-actual box matching as a configurable profile (expected list import + match + exceptions) instead of one-off console | **M** | High sales leverage for retail/DC; keep ERP write as config |
+| **Approval on leave-zone** | Rule: if asset leaves Zone X without status/approval flag → exception | **M** | Competitive gap list item; don’t build full BPM |
+| **Multi-site rollup views** | Org/site filter + consolidated exception counts | **M** | Gap analysis multi-site; start read-only |
+| **QR/barcode generate-from-Core** | Generate simple barcode/QR for assets missing print hardware | **S** | Print already strong; this is “printless” internal tags |
+| **Offline cycle count package** | Harden offline count queue + conflict rules for spotty Wi-Fi | **M** | Market expectation for warehouse; scope carefully |
+| **IoT MCP control (guarded)** | Opt-in start/stop inventory tools with explicit enable + auth | **M** | Status/read already; control is product risk if not gated |
+
+### Explicitly *not* low-hanging (don’t schedule as “minor”)
+
+- Full **WMS** picking, waves, cartonization  
+- **Depreciation / fixed-asset accounting**  
+- **CMMS** PM schedules and work-order engines  
+- Native **AEI rail** compliance stack  
+- True **indoor RTLS**  
+- **AI demand planning**  
+
+Those are multi-quarter product bets or partner plays, not a small coding sprint.
+
+### Suggested sequencing (internal)
+
+1. **Scan-and-print (mobile ↔ Print)** — unblocks field ops demos immediately  
+2. **Cycle count sessions + variance export** — turns “lightweight inventory” into language finance recognizes  
+3. **Simple check-out / assignee** — captures tool-crib deals without building rental software  
+4. **Expected zone + mismatch exception** — half of putaway RFPs without a rules engine  
+5. **Webhooks + exception digests** — makes ERP/SI partners happier with less custom code  
+6. **Capture signature + before/after templates** — strengthens claims, POD, and repair packaging  
+
+### Positioning reminder (internal)
+
+When a low-hanging feature ships, update the **covered** use-case section and the matrix—but keep this **out of scope** list honest. The commercial edge remains: **tag → read/scan → photo → exception → ERP-adjacent handoff**, not “replace the WMS.”
+
+---
+
+## Next Steps
+
+- **Map your process** — identify whether your biggest pain is receiving accuracy, claims, tool loss, cycle counts, or compliance documentation  
+- **Schedule a demo** — walk through the use cases above with sample hardware and your real labels or identifiers  
+- **Pilot one site or one workflow** — prove value in weeks with a focused scope before multi-site rollout  
+
+**Contact**  
+info@sdgsystems.com  
+[sdgsystems.com/tallyflow](https://sdgsystems.com/tallyflow)
+
+---
+
+*TallyFlow — unified asset intelligence across web, mobile, IoT, print, and photo capture.*