Work
Systems we built, and how they work
Explore the workflows, integrations and implementation methods. Client financial information is withheld under NDA.
- Case studies
- 10
- Service lines
- 4
- Window
- Jun to Sep 2026
- Built for
- SMT Research
The engagement![]()
Ten systems, one org, four months
SMT Research monitors building envelopes across North America. Everything below was built inside their production org, alongside the people who run it.
- Docket scheduler
- Field service and mobile
- Revenue forecasting
- Inventory and production
- Quoting and tax engine
- Accounting integration
- Archive and migration
- Sales mapping
- Agentforce and AI
- Reporting and dashboards

The SMT Research team, Vancouver. Published with their permission.
Case studies
Ten systems in one production org
Two are featured because the finding mattered more than the build. Filter by service line, then read the one that looks like your problem.
10 of 10 case studies
- FeaturedCustom development28Configuration recordsProvince and tax-class rules stored in custom metadata.
Tax rules maintained as configuration
Tax calculation rules need a shared configuration source that works with both formulas and Apex.
- SMT Research, Vancouver
- Jun to Sep 2026
- FeaturedArchitecture and consulting3Systems connectedA technical integration count. Client financial results are confidential.
A forecast with an explanation behind every row
Forecasting combines operational and accounting records through a shared key, with a documented method on each forecast row.
- SMT Research, Vancouver
- Jun to Sep 2026
- Custom developmentGeocodingAddress-to-coordinate workflowTechnical capability. Client sales distribution is confidential.
Salesforce records on an interactive map
An interactive map connects Salesforce records to locations and gives users a direct path back to the underlying record.
- Implementation and migration16Archive objectsTechnical schema count. Transaction values and financial findings are confidential.
Legacy history connected to Salesforce
Historical records belong in dedicated archive objects, linked to current records without triggering operational automation.
- Implementation and migrationValidationAt the integration boundaryTechnical capability. Client accounting data is confidential.
An accounting integration with explicit validation
A two-way accounting integration validates record mappings and data precision at the boundary between systems.
- Implementation and migrationAudit trailOn stock changesTechnical capability. Stock quantities, valuations and production volumes are confidential.
Inventory movement with an audit trail
Inventory workflows connect receiving, transfers, field use and replenishment with a traceable record of each change.
- Custom development5 to 6Systems a field technician checked each morningThe recorded before state. No after count was measured, so we do not publish one.
Five to six systems every morning, and a flow that logged nothing
Field crews were opening five or six systems before starting work, and a logging flow was telling them it had saved data when it had saved nothing.
- AI and Agentforce3Telephony feeds connectedTechnical implementation only. Client operating costs are confidential.
Call summaries connected to Salesforce records
Three telephony feeds joined on one key, and every answered call turned into a speaker-labelled transcript with owned action items with source references.
- Architecture and consultingLedgerAppend-only event historyTechnical capability. Client deposits, balances and billing outcomes are confidential.
Billing workflows with traceable ledger entries
Billing workflows connect ledger events, document generation and review controls without exposing client account data.
- AI and Agentforce87Findings anchored to a file and a line, overnightNine agent result blocks from one audit of a live org. They condensed to five root causes, all fixed the same day.
An overnight audit that names the file and the line
Point agents at an org overnight and get back findings anchored to a file and a line, a costed backlog, and the exact click path to verify each item as the real user.
Your org has a version of one of these.
The systems are public. Client financial information is confidential.
These case studies describe technical capabilities and implementation methods. Client financial figures, ratios and findings are withheld under NDA.
Illustrations use fictional demonstration data. They do not represent client results.
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