Software Development Company Edmonton

AI development, automation, and custom software for Edmonton businesses, built by a team that treats a system's real-world feedback as seriously as its launch day.

Automation reliability

Every automated system tracked for real-world performance after launch

Monitored for drift
Software-Development-Company-Edmonton-Skyline

AI-Powered Solutions

Intelligent, scalable, and future-ready software built for modern businesses.

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110+ Happy Clients trust Akoode globally
⭐ 5/5 on Clutch

180+

Projects Delivered

Across global markets

97%

Client Retention

Long-term technology partnerships

30+

AI-Powered Solutions Built

Scalable AI systems for modern businesses

15+

Industries Served

From FinTech to HealthTech and SaaS

Built the Way Reinforcement Learning Actually Works

Edmonton is where reinforcement learning, the branch of AI built around learning from experience rather than a fixed dataset, became a real field of study. That idea shaped how we think about delivery generally, not just AI work: a system that only gets evaluated once, at launch, is a system nobody's actually watching. Here's what building around real feedback looks like in practice. 

Every Sprint Is a Feedback Loop, Not Just a Deadline

We treat each two-week sprint as a chance to check whether the last one's assumptions actually held up, the same way a reinforcement learning system updates on real experience rather than sticking to its original plan.

Automated Systems Get Monitored for Drift, Not Just Uptime

A model or automation pipeline that quietly starts performing worse than it did on day one is a common, expensive failure mode. We build monitoring specifically to catch that, not just whether the server is up.

Decisions Get Documented as We Learn Them, Not After

Architecture and technical decisions get written down as they're made, so the reasoning is still there months later when someone asks why the system works the way it does.

We'll Say When a Problem Doesn't Need a Learning System

Not every automation problem needs machine learning. If a simpler rules-based system solves it better and cheaper, we'll say so, even though a research-grade solution sounds more impressive. 

Platform Ratings

What our clients say across leading platforms.

Google, 4.9 out of five stars
Google
4.9
Clutch, 5.0 out of five stars
Clutch
5.0
GoodFirms, 4.8 out of five stars
GoodFirms
4.8

What clients love about working with us

Automation That Kept Improving

Systems that got measurably better months after launch, not just on demo day.

Caught Drift Before a Customer Did

Monitoring that flagged a degrading model before it became a support ticket.

Talked Out of Unnecessary AI

Clients who ended up with a simpler, cheaper system because we said the fancy version wasn't needed.

One Build Became a Long-Term Partnership

Several Edmonton engagements that started as a single build are still active well past launch.

Where AI Learned to Learn From Experience, Not Just Data

Richard Sutton, a University of Alberta professor since 2003 and Chief Scientific Advisor at the Alberta Machine Intelligence Institute, won the 2024 Turing Award for work that laid the mathematical foundations of reinforcement learning, the branch of AI focused on learning from experience rather than a fixed training set. Amii itself, founded in 2002 and headquartered in Edmonton, is one of three institutes in Canada's national AI strategy alongside Toronto's Vector Institute and Montreal's Mila, and has worked with more than 300 companies to bring that research into real products. 

That specific lineage matters for what 'AI automation' means in Edmonton. Reinforcement learning is fundamentally about systems that improve through feedback and interaction, which is a different engineering problem from a model trained once on a static dataset. Edmonton's technical community tends to expect that distinction to be understood, not glossed over.

Edmonton is also Alberta's provincial capital, home to the legislature and much of the province's government-adjacent technology work, sitting alongside a long-standing industrial and energy sector centred on Alberta's Industrial Heartland petrochemical corridor. We build for that combination: real automation engineering, and the compliance awareness a provincial government and energy-sector client base expects. 

The Birthplace of Modern Reinforcement Learning

Richard Sutton's 2024 Turing Award recognised decades of foundational reinforcement learning research done largely at the University of Alberta, a genuinely distinct AI specialty from Toronto's or Montreal's research base.

Part of Canada's National AI Strategy

Amii, founded in 2002 and based in Edmonton, is one of three institutes in the Pan-Canadian AI Strategy alongside Vector and Mila, and has worked with 300-plus companies on applied AI. 

Alberta's Provincial Capital

As the seat of Alberta's legislature, Edmonton carries a share of government-adjacent technology work distinct from Calgary's private-sector energy and finance focus.

A Real Industrial Automation Base

Alberta's Industrial Heartland petrochemical corridor gives Edmonton genuine, longstanding demand for automation and operational data systems, not just AI research. 

Edmonton-Skyline-River-Valley

Software Development Services for Edmonton Companies

A good share of what reaches us here is genuinely about automation, not a generic software request with 'AI' added to the brief. Here's what we actually spend our time on. 

01 / 06Artificial Intelligence
Service 01

AI Development and Automation for Edmonton Companies

Edmonton is where reinforcement learning was built into a real field, not just a research topic, through decades of work at the University of Alberta and Amii. That lineage is specifically about systems that learn from experience and improve through feedback, which is a different discipline from a static model trained once and shipped. We build AI automation systems in that spirit: models that get better from real operating feedback, evaluated against your actual data, not a one-time demo. 

  • Automation systems that improve from real operating feedback, not a static, one-time model
  • Retrieval and search systems built on your own data, evaluated against real edge cases
  • AI automation with a defined human fallback, not a black box that fails silently
  • Model evaluation documented well enough to explain a decision months later
  • AI systems built with PIPEDA and Alberta's PIPA in mind from the first schema draft
OpenAILangChainHuggingFacePyTorchVector DatabasesFastAPI
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02 / 06Software Development
Service 02

Custom Software Development for Edmonton Businesses

Edmonton software development work spans everything from provincial-government-adjacent systems to petrochemical and energy operations software to a growing AI-native startup scene spun out of the university's research base. We build custom software with architecture decisions documented as they happen, so the system holds up whether it's being reviewed by a procurement officer or an investor's technical advisor. 

  • Architecture decisions documented as they're made, not reconstructed under deadline pressure
  • Multi-tenant SaaS builds with role-based access and billing handled properly from day one
  • CI/CD from the first sprint, so releases don't depend on one person's laptop
  • Deployment across AWS, Azure, or Google Cloud, matched to what your team already runs
  • Decision logs clean enough to support an SR&ED claim, should your accountant pursue one
Next.jsReactNode.jsPythonPostgreSQLAWS
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03 / 06Mobile App Development Services
Service 03

Mobile App Development for Edmonton Companies

Edmonton's mobile app needs range from field-operations tools for energy and industrial sites to consumer apps out of the city's growing AI startup scene. We build React Native and Flutter apps that work as well on a job site with patchy connectivity as they do in a downtown office, with the offline handling and crash monitoring built in from the start.

  • Cross-platform builds in React Native or Flutter, native only where it earns its cost
  • Offline-first handling for field and industrial-site use cases with patchy connectivity
  • App Store and Play Store submissions handled end to end, including the parts nobody enjoys
  • Crash monitoring and analytics configured before launch, not added after a bad week
  • Post-launch iteration planned into the timeline, not treated as a separate negotiation
React NativeFlutterSwiftKotlinFirebaseREST APIs
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04 / 06Cloud & DevOps Solutions
Service 04

Cloud Infrastructure and Automation for Edmonton Enterprises

Automation only holds up if the infrastructure underneath it is actually reliable, and a lot of Edmonton companies are running automation logic on top of infrastructure that was never built to support it. We set up CI/CD, containerised deployments, and monitoring designed for automated systems specifically, with the observability to catch a model or a pipeline drifting before it causes a real problem.

  • CI/CD pipelines that make deployment routine instead of a risky manual event
  • Containerised builds with Docker and Kubernetes, sized for what you actually run
  • Infrastructure as code, so your environment is documented by definition, not by memory
  • Monitoring built to catch automation and model drift before it becomes a real incident
  • Data residency guidance for Alberta's PIPA and PIPEDA-relevant workloads
AWSAzureGoogle CloudDockerKubernetesTerraform
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05 / 06Big Data Analytics Services
Service 05

Data Analytics for Edmonton's Energy and Enterprise Sector

Edmonton's industrial and energy sector generates a lot of operational data that rarely gets used to its full potential, since the pipeline to make it usable is often the missing piece. We build data platforms and analytics systems that turn production, sensor, and operational data into something a decision-maker can act on, evaluated with the same rigor an Amii-adjacent researcher would expect.

  • Production and sensor data pipelines built to handle real-world gaps and outages
  • Predictive models tuned against your actual operating history, not an industry benchmark
  • Data lineage tracked so you can answer where a number came from, months later
  • Dashboards built for the people who act on the numbers, not just the people who requested them
  • Analytics architecture that scales from a single site to a full operation
PythonSparkAirflowSnowflakedbtKafka
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06 / 06IT Staff Augmentation Services
Service 06

IT Staff Augmentation for Edmonton Engineering Teams

Edmonton's AI and automation talent pool is genuinely deep thanks to decades of University of Alberta and Amii-trained researchers, and also genuinely hard to hire from quickly, since a lot of that talent is absorbed by research roles and the companies already competing for it. Staff augmentation fills the gap without a lengthy hiring process: senior developers embedded directly into your sprint on short notice. 

  • Senior engineers embedded directly into your existing sprint cadence
  • Full integration with your existing tools, repos, and workflows from week one
  • Scale the team up for a project surge, scale down once it's stable
  • No recruitment fees, benefits overhead, or notice period when the engagement wraps
  • Direct access to engineers, not account managers relaying messages
GitJiraSlackGitHub ActionsLinearFigma
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Six Stages, Built Like a Feedback Loop, Not a Fixed Plan

A plan that never gets checked against what actually happened isn't a plan, it's a guess. Each stage below is built to feed back into the next one, not just execute a brief written in week one. 

Automation That Kept Learning After Launch

A spotlight build plus more, chosen for systems that improved over time, not just ones that worked on day one.

80% Time ReductionReal Estate - Canada

AI-Powered Quantity Takeoff Desktop Application

Built for Qualis Construction Ltd., a Canadian estimator whose manual blueprint counting process was too slow, too error-prone, and too exposed to data risk.

80%
Time Reduction
3 OS
Platforms Supported

Industries We Serve as an Edmonton Custom Software Development Company

Fifteen sectors, several of them running real automation and operational data systems, not just dashboards. 

Healthcare

Healthcare

Healthcare

Alberta PIPA-aware patient platforms built for the province's mandatory breach reporting regime
Interoperability work with existing EHR and EMR systems rather than a rip-and-replace
Virtual care platforms designed around real clinical intake, not a generic telehealth shell
Research data platforms for teams working alongside Edmonton's academic hospitals
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Retail and E-Commerce

Retail and E-Commerce

Retail and E-Commerce

Marketplace platforms built for multi-vendor payout complexity
Inventory systems that stay accurate across warehouses serving Northern and Central Alberta
Recommendation logic tuned to your actual catalogue, not a generic plug-in
Headless commerce builds your content team can update without filing a dev ticket
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Media and Entertainment

Media and Entertainment

Media and Entertainment

Content management systems built for editorial teams, not just engineers
Streaming and content platforms with proper rights and access handling
Audience analytics that show what people actually watched, not just what loaded
Subscription and paywall logic that survives a pricing change without a rebuild
Explore Now
Finance and Banking

Finance and Banking

Finance and Banking

Payment integrations built for Canadian processors and card networks
Fraud detection tuned to cut false declines, which cost more than the fraud they prevent
PCI-DSS-aligned architecture from the first design review
KYC and onboarding flows that get an applicant through without losing them
Explore Now
Automotive

Automotive

Automotive

Fleet tracking systems built for Northern Alberta's operating conditions
Connected vehicle apps with offline handling for rural and industrial coverage gaps
Predictive maintenance models trained on your fleet's actual failure history
Dealer and service network platforms that sync in near real time
Explore Now
Agriculture

Agriculture

Agriculture

Field monitoring systems built for Central Alberta's growing season
Equipment and yield tracking that works without constant rural connectivity
IoT sensor integration for soil and irrigation data at scale
Reporting formatted for the specific programs Alberta agricultural operations report into
Explore Now
Telecommunication

Telecommunication

Telecommunication

Provisioning and billing systems that handle plan changes without manual cleanup
Real-time usage tracking and alerting across customer and internal teams
Self-service portals that actually reduce inbound support volume
Network operations dashboards built for the people who get paged overnight
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Manufacturing

Manufacturing

Manufacturing

Production monitoring with alerts routed to the right person, not everyone on shift
Automation systems tuned to real sensor data from Alberta's Industrial Heartland petrochemical corridor
Supply chain visibility for operations tied to Alberta's industrial base
Quality tracking that makes root cause analysis possible after the fact
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Public Sector and Government

Public Sector and Government

Public Sector and Government

Systems built for Alberta's provincial government context, since Edmonton is the seat of the provincial legislature
Citizen-facing service portals built to meet accessibility standards from day one
Case management systems designed around audit trails, not just workflow speed
Data residency architecture that satisfies a procurement requirement before the RFP asks
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Real Estate

Real Estate

Real Estate

Listing and CRM platforms built for Edmonton's growing residential market
Property management systems for landlords running large multi-unit portfolios
Market analytics drawing on public land registry and MLS-style data
Automated lease renewal and maintenance workflows for high-turnover buildings
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Energy and Utilities

Energy and Utilities

Energy and Utilities

Production optimisation and predictive maintenance platforms for oil sands and petrochemical assets
Automation pipelines that turn sensor feeds into decisions, not just dashboards
Emissions tracking and reporting systems built for evolving regulatory requirements
Outage management systems that route information to field crews fast
Explore Now
Travel and Hospitality

Travel and Hospitality

Travel and Hospitality

Booking systems that handle overbooking and cancellation logic correctly
Loyalty platforms built to survive a points devaluation event
Guest experience apps that work on hotel wifi, which rarely performs well
Itinerary platforms that sync across web, mobile, and a front desk terminal
Explore Now
Education

Education

Education

Learning management systems built around how instructors at the University of Alberta actually teach
Live class infrastructure that survives a laptop dying mid lecture
Progress tracking that gives instructors something useful, not a percentage bar
Assessment platforms with academic integrity checks built in from the start
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Insurance

Insurance

Insurance

Policy administration systems that handle mid-term changes without breaking billing
Claims workflows with fraud flags built into intake, not bolted on after the fact
Onboarding flows that collect what underwriting needs and nothing more
Risk models trained on your book of business, not an industry-wide average
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Logistics and Supply Chain

Logistics and Supply Chain

Logistics and Supply Chain

Fleet tracking built for freight moving through Alberta's northern and industrial corridors
Route optimisation accounting for weather and seasonal road restrictions
Warehouse management systems sized to your actual SKU count
Shipment visibility customers can check themselves, cutting support call volume
Explore Now

We Won't Call It Reinforcement Learning Unless It Actually Is

Four honest positions about building AI and automation in a city that knows the difference.

Awards & Recognitions

Recognised by leading platforms, startup ecosystems, and global technology communities.

Top US-Based IT Services Firm 2026
Clutch
Outlook
Ai Automation
Business Standard
YourStory
Good Firms
Top Machine Learning Companies - Goodfirms
Top eCommerce Development Company
Entrepreneur
ZBusiness
Times of India
Hindustan Times
Top US-Based IT Services Firm 2026
Clutch
Outlook
Ai Automation
Business Standard
YourStory
Good Firms
Top Machine Learning Companies - Goodfirms
Top eCommerce Development Company
Entrepreneur
ZBusiness
Times of India
Hindustan Times

We Use the Right Term for the Right System

Reinforcement learning, supervised learning, and rules-based automation solve different problems, and in a city with Edmonton's research pedigree, calling any of them by the wrong name gets noticed. We'll tell you plainly which one your problem actually needs.

Your Codebase Doesn't Pass Through a Third Party

Every project stays inside Akoode's own team from kickoff through deployment. No subcontracted shop doing the actual work, no discovering months in that the people building your system changed without anyone mentioning it.

Accountability Sits With Whoever Wrote the Estimate

A senior engineer quotes your timeline and stays hands-on through architecture, sprint reviews, and deployment rather than handing off once the contract's signed. We keep the management layer thin, since a dollar spent relaying messages is a dollar not spent on the engineering that determines whether the system actually works.

Alberta's PIPA Gets Built In From the Start

The same breach notification standard that shapes how we build for Calgary applies here too, worked into the architecture from day one rather than treated as a checklist item before launch. 

Akhilesh K Verma, Founder of Akoode Technologies

Talk Directly with Our Founder

Discuss your software vision, AI roadmap, and delivery strategy with the team leading product engineering at Akoode.

How Edmonton Teams Structure a Project With Us

Every model comes with the same baseline: dedicated engineers, full IP ownership, and automation that gets monitored, not just shipped and forgotten.

Frequently Asked Questions, Software Development Company Edmonton

Including what makes AI automation in Edmonton genuinely different from other Canadian cities.

It designs, builds, and maintains digital products: AI and automation systems, custom software, mobile apps, internal tools, all of it. Akoode covers the full path from discovery through post-launch support. We work with Edmonton startups building a first product and enterprise or energy-sector teams automating systems that have run on manual processes for years.
Edmonton's AI reputation centres on reinforcement learning specifically, the branch of AI focused on learning from experience and improving through feedback, largely due to decades of work at the University of Alberta and Amii, including Richard Sutton's 2024 Turing Award for foundational reinforcement learning research. That's a different specialty from Toronto's deep learning research base or Montreal's Mila, and it shapes what 'AI automation' actually means to a technically literate Edmonton buyer.
AI development and automation, custom software development, mobile app development, cloud infrastructure with DevOps, data analytics, and IT staff augmentation. Each one covers the full lifecycle rather than stopping at handoff.
You do, fully, from the point final payment clears. No carve-outs, no quiet reuse rights. Your codebase and data models are yours, written into the agreement before work starts, not negotiated afterward.
Maybe, depending on whether there's genuine technical uncertainty in what's being built rather than routine feature work. We're not accountants and won't file anything for you, but we keep discovery and architecture documentation clean enough that if your accountant finds you're eligible, the paperwork already exists.
Yes. Our Dedicated Team model gives you engineers working exclusively on your product, plugged into your tools and roadmap. It suits companies needing steady development velocity without competing for Edmonton's contested AI and automation talent pool.
Ask to see an actual delivery process, not a portfolio. Ask directly how they handle Alberta's PIPA, since it's not interchangeable with PIPEDA or BC's version of the law. Ask how they think about automation systems that need to keep learning from real feedback rather than a one-time trained model. Check whether they subcontract to a shop you'd never meet.
Yes, and we're upfront that the gap is real. Edmonton sits roughly eleven and a half hours from where our team works, so there's no honest way to promise daily live overlap. What you get instead is written updates every day, a recorded demo each week, and fast async responses. We schedule live calls for kickoff and anything that genuinely needs real time discussion.
Always, before any real technical or commercial detail gets discussed. We use a standard mutual NDA reviewed by counsel, or we'll work from yours. Usually signed within a day of the first call.
Six stages: Discovery and Strategy, System Architecture, UX Design, Agile Development, QA and Security Review, and Deployment with Post-Launch Support. Each has a defined output and a sign-off point before we move on. For automation or AI components, we plan the feedback and monitoring loop during architecture, not as an afterthought once something's already live.
Fair question, and the honest answer is that Amii and the University of Alberta are extraordinary at foundational research, not necessarily at shipping a production automation system for a company that isn't a research lab. We're not trying to out-research Amii. We build the practical automation pipeline, the monitoring, and the feedback loop that keeps a system working in production, and we'll tell you plainly when a problem doesn't actually need a learning system at all.
Cost is the obvious one. Our rates reflect the Indian market, meaningfully below a comparable Edmonton team, while our senior engineers carry the same level of experience you'd expect locally. The time difference is real and we don't dress it up. What we build around that instead is documentation and async communication solid enough that a missed call never actually costs you anything.

Tell Us What You're Trying to Automate

Whether it's a genuine machine learning problem or something a simpler system would solve better, tell us the actual problem. A senior engineer, not a salesperson, will give you a straight answer on which one it is.

Reply Time
< 30 working minutes
NDA-Friendly
Signed before kickoff
IP Ownership
100% yours from day one
Security check *
= ?

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