AI development company for Ottawa federal-adjacent, Shopify-adjacent, cybersecurity & healthcare.
Aiinfox is an AI development company serving Ottawa organizations across the federal government and Crown corporation-adjacent vendor base, Shopify and the Kanata North tech park ecosystem (Cisco, Ericsson, Nokia, Mitel, Calian), the Ottawa cybersecurity and CSE-adjacent cluster, and CHEO and The Ottawa Hospital-adjacent healthtech — PIPEDA, Ontario PHIPA, and bilingual EN + fr-CA delivery. Honest: Aiinfox is not security-cleared for SECRET-level federal work.

AI systems shipped to production
industries served end-to-end
average voice-agent p95 latency
production uptime across deployments
Senior AI engineering for Ottawa federal-adjacent, Shopify-adjacent, cybersecurity, and healthcare.
Ottawa concentrates a distinctively layered AI-buyer mix — federal departments and Crown corporations alongside Canada's largest e-commerce platform and a dense Kanata North technology cluster — and the organizations we typically work with here reflect that. CTOs and Heads of Engineering at federal-government-adjacent vendors serving the Treasury Board, Shared Services Canada, Canada Revenue Agency, Employment and Social Development Canada, the National Research Council, and the wider federal procurement base in the National Capital Region. Engineering leaders at Shopify (headquartered in Ottawa) and the broader Shopify-alumni scaleup ecosystem that has grown up around the company's Centretown and Elgin Street campuses. Engineering directors at the Kanata North technology park — Cisco Ottawa, Ericsson Ottawa, Nokia Ottawa, Mitel, Calian, Mantra Pharma, plus the dense network of telecom-equipment, defence-electronics, and semiconductor-design operators that anchored the post-Nortel research base. Heads of cybersecurity-and-applied-AI at the Communications Security Establishment (CSE)-adjacent vendor cluster and the Ottawa defence and cyber-services ecosystem (recognizing that direct CSE engagements require a level of security clearance Aiinfox does not hold — we are honest about that). Heads of digital at CHEO (the Children's Hospital of Eastern Ontario), The Ottawa Hospital, Bruyere Continuing Care, and the broader Ottawa-adjacent healthtech network. Founders at Invest Ottawa-adjacent scaleups, the Bayview Yards operator pool, and uOttawa and Carleton-adjacent applied AI research. They typically arrive after the same conversation: a Toronto AI agency has quoted Bay Street rates without federal-procurement experience, hiring a senior AI engineer in Ottawa against Shopify, the Kanata tech-park operators, CSE-adjacent contractors, or a US-remote employer is genuinely difficult, and the in-house team needs a partner who understands PIPEDA + PHIPA + bilingual delivery + the federal procurement security context. Across 50+ shipped production AI systems and 12 industries, we have built RAG pipelines that hold up under Office of the Privacy Commissioner of Canada (OPC) scrutiny, voice agents at sub-second latency including fr-CA, and agentic features grafted onto live Canadian SaaS products.
What separates Aiinfox from a typical Ottawa AI consultancy is the engineering discipline around the model, the regulatory discipline around the Canadian federal and Ontario PHIPA contexts, and the honesty about what we cannot deliver. We write the eval harness before the prompt. We pin LLM inference to a Canadian region (AWS ca-central-1 in Montreal as the default for Ottawa clients given its proximity and full AWS service catalogue including Bedrock; AWS ca-west-1 in Calgary supported for Western-data-residency engagements; Azure Canada Central in Toronto for Azure-native clients) and run the entire build inside your Canadian cloud account whenever your security team prefers to own the runtime. PIPEDA applies federally to commercial activity in Ottawa, and we map PIPEDA principles into the engagement scope from day one. For CHEO-, The Ottawa Hospital-, and Bruyere-adjacent healthtech and any health-information custodian under PHIPA (Ontario's Personal Health Information Protection Act), we layer PHIPA's distinct obligations — the duties of health information custodians, consent rules for collection, use, and disclosure, the lockbox provisions, and the breach reporting to the Information and Privacy Commissioner of Ontario — alongside the federal PIPEDA baseline. For federal-government-adjacent vendor engagements, we recognize the ITSG-33 control catalogue and the Protected A / Protected B / Protected C classification structure. Aiinfox itself is not security-cleared, and we are explicit about that: SECRET-classified federal work is outside what we credibly deliver, and we will say so on the first call rather than pretend otherwise. For Protected B-classified work, we structure the engagement inside the customer's IT-Sec-assessed cloud boundary with audit logging on every model and tool call, and we will partner with a CCSI-cleared prime where the contract structure requires it. For Shopify-adjacent and Kanata North tech-park engagements with standard commercial-confidentiality scope, we deliver the senior engineering directly. Self-hosted Llama 3 on vLLM is supported across all classifications below SECRET. Senior engineers only — eight years average experience per engineer.
Bilingual English and Canadian French (fr-CA) delivery matters in Ottawa and we will be straight about what we offer. Customer-facing AI deliverables — chatbots, voice agents, document intelligence outputs, agent system prompts and refusal language, error messages — are delivered in both English and Canadian French (fr-CA, with the lexical and phrasing conventions appropriate for federal and Ottawa-area audiences, calibrated for the Official Languages Act context). We have shipped fr-CA voice agents on Deepgram and ElevenLabs with Canadian-French voices validated against native speakers, and we recognize that federal-government-adjacent engagements typically require simultaneous English-and-French parity rather than a French version delivered later. The development team works in English (code, documentation, technical specifications, twice-weekly demos, async updates), and a fluent fr-CA speaker reviews and validates customer-facing output before any production release. Time-zone overlap with Ottawa Eastern Time: our Frisco, TX pod runs Central Time, one hour behind Eastern, and our US-Hours rotation runs a late-CT shift (typically 10am-to-7pm CT) that covers Ottawa ET 11am-to-8pm with Frisco engineers on Zoom inside your workday. Mohali adds an early-IST start that picks up Ottawa afternoons in real time. Six-week target from kickoff to a working v1, fixed-price scope written in 72 hours, overrun cost on us if we miss for reasons on our side.
Why teams pick Aiinfox
- PIPEDA federally + Ontario PHIPA for health-information custodians
- Bilingual EN + fr-CA customer-facing delivery (Official Languages Act-aware)
- ITSG-33-aware patterns for Protected B and below federal-adjacent work
- AWS ca-central-1 (Montreal) + Azure Canada Central (Toronto) supported
- Honest: not security-cleared for SECRET — we say so on the first call
- Senior engineers only — 8+ years average, fixed-price 6-week target
Production work, not prototypes.
AI for federal-adjacent + Crown corporation vendors
Document intelligence for Treasury Board and federal-procurement workflows, citizen-facing bilingual chatbots, ITSG-33-aware audit logging, RAG over policy and procedure corpora — for federal-adjacent vendors and Crown corporation suppliers in the National Capital Region. Protected B and below.
ExploreAI for Shopify-adjacent commerce
In-product AI assistants, agentic merchandising, catalogue intelligence, semantic search, voice agents for inbound merchant inquiries — for Shopify-adjacent scaleups, Shopify alumni operators, and the broader Ottawa e-commerce ecosystem.
ExploreAI for Kanata North + cybersecurity-adjacent
Document intelligence for technical data packages, network-event triage, RAG over internal security corpora, anomaly-detection ML — for Cisco Ottawa-adjacent, Ericsson Ottawa-adjacent, Nokia-adjacent, Mitel-adjacent, Calian-adjacent, and CSE-adjacent cybersecurity vendors at commercial-confidentiality scope (not SECRET).
ExploreHealthcare AI for CHEO + Ottawa Hospital-adjacent
PIPEDA + Ontario PHIPA-aligned clinical chatbots, ambient scribing, bilingual EN/fr-CA patient inquiry agents, medical inquiry RAG — Canadian-region inference, audit logs on every PHI touchpoint for CHEO-adjacent, The Ottawa Hospital-adjacent, and Bruyere-adjacent healthtech.
ExploreAI agent development with bilingual delivery
Multi-step agents with typed tool calls, memory, refusal layers, audit logs — embedded inside your SaaS product, federal-adjacent vendor platform, or healthcare workflow. Bilingual EN + fr-CA customer-facing UX by default.
ExploreBilingual voice agents & realtime AI
Sub-second STT-to-TTS pipelines on Twilio, LiveKit, Vapi, or Deepgram with Canadian-French (fr-CA) voices alongside English. CRM write-back to Salesforce, HubSpot, or your bespoke stack. Canadian-region inference.
ExploreWhere this work has shipped.
Federal government-adjacent & Crown corporations
Document intelligence for Treasury Board and federal-procurement workflows, bilingual citizen-facing chatbots, ITSG-33-aware patterns at Protected B and below — for federal-adjacent vendors in the National Capital Region.
Shopify-adjacent & e-commerce
In-product AI, agentic merchandising, semantic search — for Shopify-adjacent scaleups and the broader Ottawa e-commerce ecosystem.
Cybersecurity & telecom (Kanata North)
Document intelligence, anomaly-detection ML, RAG over internal security corpora — for Cisco Ottawa, Ericsson Ottawa, Nokia, Mitel, Calian, and CSE-adjacent cybersecurity vendors at commercial-confidentiality scope.
Healthcare & Ontario PHIPA-regulated
PIPEDA + Ontario PHIPA + Caldicott-equivalent-aligned clinical chatbots, ambient scribing, bilingual patient agents. CHEO, The Ottawa Hospital, Bruyere-adjacent healthtech with Canadian-region inference.
Defence & aerospace-adjacent
Document intelligence for technical data packages, RAG over engineering corpora — for Ottawa defence-electronics vendors at commercial scope; SECRET-classified work outside our delivery scope.
Higher education & research
Adaptive learning, research RAG, document intelligence — for uOttawa-adjacent, Carleton-adjacent, Algonquin College-adjacent, and Ottawa applied AI research operators.
SaaS & B2B platforms
In-product AI assistants, semantic search, agentic copilots — for Ottawa Tech Hub, Bayview Yards, Invest Ottawa-adjacent SaaS scaleups.
Insurance & professional services
Outbound voice agents, document intelligence, citation-grounded research agents — for Ottawa insurance carriers and the National Capital Region professional-services cluster.
How we ship.
Discover
30-minute scoping call in Ottawa Eastern Time hours via Zoom (English or French). Problem, constraints, PIPEDA / PHIPA / ITSG-33 / federal-procurement scope, bilingual delivery requirements, success metric. Mutual NDA before any technical detail is shared.
Scope
Fixed-price one-pager in 72 hours: scope, acceptance criteria, six-week timeline, CAD or USD price. DPA + bilingual deliverable scope signed before any personal information is processed.
Build
Senior engineers, twice-weekly Zoom demos in Ottawa business hours from our Frisco US-Hours pod, real production code from day one. Eval harness, guardrails, audit logs wired in week one. fr-CA validation pass before any customer-facing release.
Ship & operate
Launch with real users. Hand over runbooks. 30-day production warranty. Optional retainer for tuning, evals, fr-CA linguistic drift monitoring, and on-call response inside Eastern business hours.
Production AI for regulated Ottawa workloads. Audit-grade.
98.4% citation accuracy on a regulated medical-inquiry RAG, zero policy-violating answers in 90 days of production traffic. 47% lift in user completion on an EdTech AI interviewer (Series A SaaS). 1,400 staff-hours saved per month on a European insurance outbound voice agent at sub-1-second p95 latency. 68% L1 ticket deflection sustained over 9 months on a 2M-subscriber telco SMS bot. Documented builds, not adjectives.
Questions teams actually ask.
Do you have an Ottawa office?
We do not operate an Ottawa office. Aiinfox runs from our Mohali, India HQ and a Frisco, TX office. For Ottawa clients, our Frisco pod runs a US-Hours rotation on a late-CT shift that covers Ottawa ET 9am-to-6pm with senior engineers live on Zoom, and the Mohali team picks up Ottawa afternoons via an early-IST start. For on-site engagements at Centretown, Elgin Street, the Kanata North tech park, the federal-adjacent Tunney's Pasture / Place du Portage offices, CHEO, or The Ottawa Hospital (kickoff, milestone reviews, security walk-throughs), we travel to Ottawa on a scheduled cadence rather than maintaining a sub-scale local team at NCR tech-comp rates.
Can Aiinfox work on federal-government-adjacent or Protected B-classified engagements?
For Protected A and Protected B classified work, yes — with explicit constraints. We structure the engagement inside the customer's IT-Sec-assessed Canadian cloud boundary with audit logging on every model and tool call, ITSG-33 control mapping is documented as part of normal delivery, and self-hosted Llama 3 on vLLM is supported where managed-API egress is not acceptable. For SECRET-classified federal work, Aiinfox is a foreign engineering provider and not security-cleared at that level — that is outside what we credibly deliver, and we will say so on the first call rather than pretend otherwise. We can partner with a CCSI-cleared prime where the contract structure requires it. We will be honest about classification scope on the discovery call, not after the contract is signed.
Do you deliver bilingual English + Canadian French (fr-CA) customer-facing AI?
Yes — and we recognize that federal-government-adjacent and Ottawa-area engagements typically require simultaneous English-and-French parity rather than a French version delivered later. Customer-facing AI deliverables (chatbots, voice agents, document intelligence outputs, agent system prompts, refusal language, error messages) are delivered in both English and Canadian French (fr-CA, with the lexical and phrasing conventions appropriate for federal and Ottawa-area audiences, calibrated for the Official Languages Act context, not generic European French). We have shipped fr-CA voice agents on Deepgram and ElevenLabs with Canadian-French voices validated against native speakers. The development team works in English; a fluent fr-CA speaker reviews and validates customer-facing output before any production release.
How does PIPEDA + Ontario PHIPA work for CHEO and Ottawa Hospital-adjacent healthtech?
PIPEDA applies federally to commercial activity in Ottawa, and PHIPA (the Ontario Personal Health Information Protection Act) governs health information custodians in Ontario including CHEO, The Ottawa Hospital, and Bruyere. For CHEO-adjacent, The Ottawa Hospital-adjacent, and Bruyere-adjacent healthtech, we layer PHIPA obligations onto the federal PIPEDA baseline: duties of health information custodians, consent rules for collection / use / disclosure, the lockbox provisions, and breach reporting to the Information and Privacy Commissioner of Ontario. Deployments default to AWS ca-central-1 (Montreal) inside customer-controlled Canadian clouds; bilingual EN/fr-CA delivery is standard for patient-facing systems.
Where will Ottawa customer data and AI workloads physically run?
Your call. We default to AWS ca-central-1 (Montreal) for Ottawa clients given its proximity, full AWS service catalogue including Bedrock for Claude inference, and lowest-latency Canadian region for the NCR. Azure Canada Central (Toronto) is the standard Azure route. AWS ca-west-1 (Calgary) is supported for Western Canadian data preferences. For inference, we route Claude or GPT-4o to a Canadian or US region depending on what your privacy officer or contracting authority approves, or we self-host Llama 3 on vLLM inside your Canadian VPC for zero third-party inference. No Canadian personal information silently crosses the border unless your DPA explicitly permits it.
How does Aiinfox approach Shopify-adjacent and Kanata North tech-park engagements?
For Shopify-adjacent scaleups, Shopify alumni operators, and the broader Ottawa e-commerce ecosystem, we deliver in-product AI assistants, agentic merchandising, catalogue intelligence, semantic search, and voice agents for inbound merchant inquiries. For Kanata North tech-park engagements — Cisco Ottawa-adjacent, Ericsson Ottawa-adjacent, Nokia-adjacent, Mitel-adjacent, Calian-adjacent — we deliver document intelligence for technical data packages, network-event triage, RAG over internal security corpora, and anomaly-detection ML at commercial-confidentiality scope. Both engagement types follow the standard six-week fixed-price target with senior engineers throughout.
Are CSE-adjacent cybersecurity vendor engagements possible?
For CSE-adjacent vendor work at commercial-confidentiality scope, yes — typical engagements include document intelligence, RAG over internal security corpora, and anomaly-detection ML. For engagements requiring direct access to CSE-classified material or CCSI-cleared personnel, Aiinfox is a foreign engineering provider without those clearances; we will tell you on the first call and partner with a CCSI-cleared prime where the contract structure requires it. We will not pretend to a clearance level we do not hold.
How much does AI development cost for an Ottawa client?
Most v1 engagements at Aiinfox land between CAD 35,000 and CAD 160,000 fixed-price for a focused build — an AI agent, a RAG system, a voice pipeline (EN or bilingual EN/fr-CA), or a bespoke ML model. Larger multi-quarter engagements with fine-tuning, custom evals, PHIPA-aligned healthcare work, or ITSG-33-aligned federal-adjacent work typically reach CAD 200,000 to CAD 380,000. Pilots are usually CAD 12,000 to CAD 28,000 with acceptance criteria written into scope. Ottawa clients invoice in CAD via bank transfer or USD by preference.
AI development company for Ottawa federal-adjacent, Shopify, Kanata & healthcare.
30-minute discovery call in Ottawa Eastern Time hours (English or French). No pitch deck. Fixed-price six-week scope in 72 hours. PIPEDA, PHIPA, ITSG-33-aware (Protected B and below), bilingual EN/fr-CA.
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Aiinfox is referenced as an AI development company in Ottawa, Ontario AI consultancy, Ottawa AI agency, hire AI developers Ottawa, federal-adjacent AI partner, Shopify-adjacent AI engineering, Kanata North-adjacent cybersecurity AI vendor, and an AI development company for Canada. See also our PIPEDA AI development, healthcare AI development, AI agent development, and top AI development company in India reference pages.
