Operational data engineering & AI · Calgary, AB
SCADA readings, alarms, CMMS work orders, dispatch tickets and field PDFs sit in separate tools. We connect them into one validated operational view, add AI where it is safe, and keep the judgement calls with your people.
YOUR SYSTEMS TODAY
How it runs in practice
Six systems hold a piece of the answer—and senior engineers burn mornings acting as human copy-paste between them.
One operational view—and one judgement call left with an engineer by design, not because nobody connected the pipes.
Services & transparent CAD pricing
Every step is quoted as a fixed fee in Canadian dollars once scope is clear. Most teams begin with Step 01 because proving the fix on exported sample files requires zero live firewall or SCADA changes.
Send exported sample logs, tickets or field PDFs—no live IT/OT access required. In 10 business days, we map where data breaks, quantify lost hours, run a working proof on your files, and quote a fixed-fee build.
From $2,500 CAD · 10 business daysCredited toward Step 02/03 within 30 days · Multi-site live audits up to $12k
Connect historians, SCADA exports, CMMS work orders, dispatch tools and field records into one trusted view—with automated checks that catch missing, stale or mismatched data before reporting.
From $7,500 CAD · 3–8 weeksFocused two-system pilots from $7.5k · Multi-system builds scoped via Step 01
Field-sheet and lab-report extraction, technician-note structuring, alarm correlation and sensor anomaly flags—built on clean data, with engineer sign-off before anyone acts.
From $5,000 CAD / workflow · 3–6 weeksFixed fee per workflow · Human-in-the-loop exception review built in
Monthly pipeline monitoring, connector updates, new field data sources and validation/model tuning so your operational layer keeps pace as assets and crews change.
From $2,000 CAD / month10–35 hours/month · Explicit SLA, hours & deliverable boundaries
Who we work with
Twenty-plus years inside carrier, producer and contractor environments—structured for fast, practical delivery with mid-market operations leaders as well as enterprise teams.
Production, SCADA/historian, volume reconciliation and Petrinex regulatory data validated before reports go out.
Field tickets, inspection sheets, lab PDFs and client billing packages reconciled without manual re-keying.
Asset histories, sensor trends, inline inspections and CMMS work orders combined for risk-ranked maintenance.
Alarms, site inventory, outage tickets and performance metrics unified into one NOC and engineering view.
Dispatch records, crew closeout notes and equipment updates structured cleanly at the point of capture.
Site specs, compliance records and maintenance documents turned into searchable operational data.
Systems, architecture & governance
No rip-and-replace platform pitches. We bridge operational field systems, modern data pipelines, and strict enterprise delivery governance.
Ingesting, aligning and validating time-series readings, polling feeds and equipment alarms across sites.
Linking asset hierarchy, maintenance history and field dispatch so tickets carry complete site context.
Turning messy PDFs, scanned tickets, lab certificates and free-text crew notes into validated tables.
Automated schema checks, stale-sensor alerts, cross-system reconciliation and self-refreshing operational views.
AI handles grouping, ranking and field extraction—with confidence thresholds and engineer sign-off before action.
PMP-led scope control, written acceptance criteria, clean team handover, and Canadian privacy compliance.
Selected principal experience
Representative telecom and energy workflows delivered by our principals across carrier, producer and field-service environments.
Integrated network alarms, site and equipment inventory, outage tickets and maintenance history into a shared operational layer, with AI-assisted alarm grouping for engineer review.
What it fixed: NOC engineers stopped alt-tabbing across four tools during outages. Related alarm bursts arrive grouped with site and repair context attached.
Connected dispatch, work-order and asset records. Extracted fault codes, affected gear and repair actions from free-text technician notes with automated completeness checks.
What it fixed: Unsearchable free-text closeout notes became clean repeat-fault and asset-reliability data, catching missing fields before ticket closure.
Combined RF and network performance counters with site change logs and maintenance schedules to flag abnormal shifts in drop rates, throughput and availability.
What it fixed: Degrading sites get surfaced early for engineering review instead of hiding inside weekly summary spreadsheets.
Consolidated SCADA and historian feeds, daily production logs and field allocations with automated validation rules for frozen sensors, missing intervals and out-of-range spikes.
What it fixed: Bad or stale readings get quarantined before morning production and regulatory reports go out—not retracted afterward.
Unified equipment histories, sensor trends, inspection findings and CMMS work orders into a single risk-scored backlog for maintenance planners.
What it fixed: Maintenance teams plan turnarounds and crew dispatches from one transparent risk list instead of disconnected spreadsheets.
Built an automated ingestion pipeline for contractor field sheets, inspection forms and lab PDFs using structured AI extraction, range validation and exception queues.
What it fixed: Eliminated hours of manual PDF-to-spreadsheet re-keying; Coordinators only review low-confidence or out-of-spec lines.
The team
You don’t get handed off to junior analysts. Every diagnostic, pipeline and rollout is architected and governed directly by the two partners.
20+ years in telecom and energy data across TELUS, Suncor, Ericsson and MTN. Architects operational data integrations across SCADA, historians, CMMS, alarms and field documents—adding anomaly detection and structured AI extraction where data quality supports it.
20+ years leading technology delivery, digital transformation and managed services across North America, Europe and Africa. Former Ericsson Program Manager and Automation Lead; MBA (Henley Business School), PMP and CSM certified. Owns scope discipline, vendor governance, operational adoption and SLA execution.
Where to start
Twenty core questions—plus dedicated Telecom and Energy (Petrinex, volumes, emissions, SLA) sections—to find where scattered data is costing your team the most time. Instant fillable 4-page PDF + interactive scorer on submit.
Walk us through one operational reporting, alarm, historian or field-document bottleneck. We’ll tell you straight which step fits—including when a simple internal fix means you don’t need us yet.
Before you book
No. Most engagements begin with our $2,500 CAD Sample-Data Proof using static exported files—such as 30 days of historian CSVs, 50 anonymized tickets, or 25 field/lab PDFs. That proves value on your real data in 10 business days without waiting months on corporate IT or OT firewall approvals.
Yes. Our work connects what your teams already run (historians, SCADA exports, CMMS, ticketing, dispatch tools and spreadsheets) rather than selling a new software subscription or forcing a rip-and-replace.
Both. Even Step 01 delivers a working validation or extraction proof on your sample files alongside a priced build roadmap—and 100% of a $2,500 proof fee is credited toward Step 02 or Step 03 when you proceed within 30 days.
AI comes only after the underlying data is validated. Models group noisy alarms, flag unusual sensor shifts and extract structured fields from free-text notes or PDFs; your engineers confirm exceptions before anything is dispatched, billed or reported.
Every engagement runs under a signed scope and confidentiality agreement with least-privilege access, explicit retention/deletion rules, Canadian cloud residency options where required, zero-training API configurations, and Alberta PIPA privacy safeguards.
All work is quoted as a fixed fee in Canadian dollars once scope is agreed. A 10-day Diagnostic & Sample-Data Proof starts at $2,500 CAD (credited toward build within 30 days; multi-site live-system audits run up to $12,000). Focused two-system integration pilots start at $7,500 CAD (larger multi-system builds run up to $60,000 over 6–16 weeks). AI and anomaly workflows start at $5,000 CAD per workflow, and monthly operations retainers run $2,000 to $8,000 CAD for 10 to 35 hours. Third-party cloud/licensing costs and 24/7 on-call coverage are scoped separately.
Twenty minutes on how your data flows today, and a straight answer on the fastest, lowest-risk first step.