Task-Driven Builders with Local Roots

We turn bottlenecks into running systems. Four partners. One cohesive delivery unit.

We tailor scope based on discovery. Everything below is illustrative until we confirm fit together.

Mission and Vision

Mission: Deliver measurable business value through pragmatic automation, data, and AI. Ship the smallest slice that works, then scale it safely.

Vision: A trusted Atlantic Canadian studio known for clear outcomes, durable capability transfer, and respectful collaboration.

Team collaboration

The Partnership

Four senior professionals with complementary skills. We plan together, build together, and stand behind the result together.

Robert MacDonald
Robert MacDonald

Partner – Data & AI Architecture

Automation pipelines, secure data platforms, and enterprise AI integrations. Reproducible build and run books.

tag_faces Calm pipeline wrangler.
Karl Stewart
Karl Stewart

Partner – Automation Engineering

Process automation and orchestration. Human-in-the-loop flows that remove rework and deliver quick wins.

tag_faces Flowchart whisperer.
Dennis Lirette
Dennis Lirette

Partner – Cloud & Infrastructure

Secure, scalable deployments. Reliability, observability, and cost control.

tag_faces Uptime minimalist.
David Comeau
David Comeau

Partner – Automation Development

Translates complex business rules into reliable code. Usability, testing, and auditability.

tag_faces Edge-case collector.
Explore Our Services

How We Work: Our Methodology

A pragmatic, MVP-first approach that delivers value incrementally while building your team's capabilities

1 search

Discovery

1-2 weeks

Assess processes, define metrics, scope MVP

2 engineering

Design & Build

2-6 weeks

Architecture, prototype, IaC

3 analytics

Pilot & Validate

2-4 weeks

Deploy, measure ROI, iterate

4 trending_up

Scale & Govern

Ongoing

Expand, govern, monitor

5 support_agent

Operate & Optimize

Optional

Continuous improvement

1

Discovery

Duration: 1-2 weeks

We assess your processes, define success metrics, and scope the minimum viable solution that delivers measurable value.

Deliverables:
  • Automation candidates ranked by impact
  • Baseline metrics agreed with stakeholders
  • Technical feasibility assessment
  • Risk analysis and mitigation plan
  • MVP scope and timeline estimate
search

"We don't build anything until we understand your pain points and success criteria"

engineering

"Architecture first, then rapid prototyping with real data"

2

Design & Build

Duration: 2-6 weeks

We draft the architecture, configure automation workflows, and instrument comprehensive telemetry for observability.

Deliverables:
  • System architecture diagrams
  • Working prototype with real data
  • Audit trails and logging framework
  • Human-in-the-loop interfaces
  • Infrastructure as code (IaC)
3

Pilot & Validate

Duration: 2-4 weeks

Run the solution side-by-side with existing processes. Measure actual ROI, train users, and refine based on real feedback.

Deliverables:
  • ROI dashboard with live metrics
  • User training sessions completed
  • Performance benchmarks vs. baseline
  • Exception handling playbooks
  • Go/no-go decision readout
analytics

"Proof with data, not promises—we measure every claim"

trending_up

"Expand confidently with patterns that already work"

4

Scale & Govern

Duration: Ongoing

Expand to new use cases, additional teams, and higher volumes. Establish governance, security guardrails, and change processes.

Deliverables:
  • Governance framework and policies
  • Security audits and compliance docs
  • Scaled infrastructure (auto-scaling)
  • Runbooks for common scenarios
  • Change management procedures
5

Operate & Optimize

Duration: Optional ongoing support

Continuous improvement, enablement, and optional managed support. Your team owns the system—we're here when you need us.

Deliverables:
  • Performance monitoring dashboards
  • Monthly optimization recommendations
  • Team enablement sessions
  • Incident response playbooks
  • Clear exit/handoff documentation
support_agent

"You own the system—we provide the safety net"

Our Core Principles

speed
MVP First

Ship the smallest solution that delivers value. Validate with real data before scaling.

school
Capability Transfer

Build your team's skills throughout. You should be self-sufficient when we're done.

insights
Measure Everything

Baseline metrics, pilot data, ROI dashboards. Decisions backed by evidence, not opinions.

lock_open
No Lock-In

Full source code, documentation, and exit plans. Your infrastructure, your control.