Aiinfox logo
AI Agent Development · Canada

AI agent development for Canadian teams that need agents to actually work.

Aiinfox builds production AI agents for Canadian organisations — typed tool calls, refusal layers, audit logs. PIPEDA, Quebec Law 25, and BC PIPA aligned. AWS ca-central-1 ready, bilingual delivery, senior engineers, fixed-price six-week target.

50+

AI systems shipped to production

12

industries served end-to-end

<2s

average voice-agent p95 latency

99.95%

production uptime across deployments

Overview

Production agents for the Canadian market — not autonomy theatre.

Most Canadian teams calling Aiinfox about AI agent development have already lived through one failed attempt. A Toronto consultancy shipped an agent that browsed the web in the demo and hallucinated a tool call in production, a Montreal vendor priced a Bay Street rate card against a Series A budget, or an internal experiment stalled when the privacy officer asked where the personal information was being processed. The buyers we work with — VPs of Engineering at Toronto SaaS scale-ups, CTOs at Montreal fintechs subject to Quebec Law 25, heads of operations at Calgary energy operators, founders at Vancouver healthtechs — do not need another demo of an agent that can summarise a PDF. They need an agent that calls the right tool, with the right arguments, against their production CRM, EHR, or core banking system, and refuses to act when it is unsure. Across 50+ shipped production AI systems, we have built multi-step agents embedded inside live SaaS products, voice agents handling inbound and outbound calls at sub-second latency, and document agents triaging claims and invoices under PIPEDA scope.

What separates an Aiinfox agent build from a typical Toronto or Montreal consultancy engagement is the engineering discipline around the agent, not the LLM behind it. Every tool call is typed against a JSON schema and validated before execution — a malformed argument is rejected, not coerced into something the agent guesses. Every agent ships with a refusal layer that fires when retrieval confidence drops, when input matches a red-team pattern, or when the requested tool is outside the user's role allowlist. Every model call, tool call, and tool result is audit-logged with timestamps and operator identity, exportable for a Privacy Commissioner inquiry or an internal compliance review. We pin LLM inference to AWS ca-central-1 (Montreal), Azure Canada Central (Toronto), or GCP northamerica-northeast1 / northeast2 when PIPEDA, Quebec Law 25, or your privacy officer requires Canadian data residency, and we will run the entire build inside your Canadian cloud account when your security team prefers to own the runtime. Self-hosted Llama 3 on vLLM is supported for engagements that cannot route to third-party inference endpoints. We default to Claude Sonnet or GPT-4o for tool-calling reliability — chosen against your eval bar on your data, not against a public benchmark.

Time-zone overlap with Canada is the question every buyer asks, and we will not pretend it is solved by a stock answer. Eastern Canadian hours (Toronto, Montreal, Ottawa) get a native two-to-three-hour late-afternoon overlap with our Mohali IST day. For Eastern clients that need full Bay Street business-hours coverage, we route a dedicated overlap pod through our Frisco, TX office — Frisco runs Central Time, which is one hour behind Toronto but covers the same workday. Western hours (Vancouver, Calgary) are thinner; we cover them async-first with twice-weekly demos in Pacific morning and a tech-lead-on-call rotation for incident response. Bilingual delivery is supported end-to-end — English and Quebec French for voice agents and chatbots facing the Montreal and Quebec City market, with Deepgram for Quebec French STT and ElevenLabs or Azure Neural TTS for Quebec French voices tuned on Quebecois conventions rather than Parisian French. Six-week target from kickoff to a working agent v1, fixed-price scope in 72 hours, overrun cost on us if we miss for reasons on our side.

Why teams pick Aiinfox

  • Typed tool calls — JSON-schema-validated before execution
  • Refusal layers on confidence drop and red-team patterns
  • PIPEDA + Quebec Law 25 + BC PIPA aligned audit logs
  • AWS ca-central-1 / Azure Canada Central / GCP northamerica-northeast1 supported
  • Bilingual delivery — English and Quebec French
  • Frisco TX overlap pod for Eastern Canadian business hours
About the team
Industries

Where this work has shipped.

Fintech and banking

KYC automation, FINTRAC-aware transaction monitoring, fraud signal agents, and compliance copilots for OSFI-supervised banks, neobanks, and digital lenders.

Healthcare and medtech

PIPEDA + PHIPA + HIA-aligned clinical and patient-inquiry agents. BAAs signed where applicable; ca-central-1 inference; audit logs on every PHI touchpoint.

SaaS and B2B platforms

In-product agents that hold context across turns, call tools against your APIs, and degrade gracefully when the model is wrong — for Toronto, Vancouver, and Montreal SaaS scale-ups.

Insurance and claims

Outbound voice agents for policy renewals and missed-claim follow-ups. 1,400 staff-hours saved per month on the European insurance reference deployment.

Legal and professional services

Citation-grounded research agents, contract intelligence, and document automation for Canadian law firms and corporate legal teams under provincial law society rules.

Retail and e-commerce

Shopify-native shopping agents (Shopify is Canadian — we work with their stack natively), catalogue enrichment, and Quebec French voice ordering.

Energy and resources

Document intelligence for permits and compliance filings, predictive analytics for asset reliability, AI copilots for Calgary and Edmonton field operations.

Govtech and bilingual public sector

Citizen-facing bilingual chatbots, document intelligence, and policy-grounded RAG agents — deployable inside customer-controlled Canadian cloud with full audit trails.

Process

How we ship.

01

Discover

30-minute scoping call in Toronto, Montreal, or Vancouver business hours. Problem, tool surface, PIPEDA / Law 25 scope, success metric. No NDA gatekeeping.

02

Scope

Fixed-price one-pager in 72 hours: agent design, tool schemas, eval set, six-week timeline, CAD or USD price. DPA and PIA signed before any personal information is processed.

03

Build

Senior engineers, twice-weekly demos in Eastern Canadian business hours via the Frisco overlap pod. Eval harness, refusal layer, audit logs wired in week one — not retrofitted.

04

Ship and operate

Launch with real users. Hand over runbooks and red-team suite. 30-day production warranty. Optional retainer for tuning and on-call from the Frisco overlap pod.

Proof

Agents that ship for Canadian workloads. Audit-grade.

98.4% citation accuracy on a regulated medical-inquiry agent with zero policy-violating answers in 90 days of production traffic. 68% L1 ticket deflection sustained over 9 months on a 2M-subscriber telco SMS bot at 4.6/5 CSAT. Sub-1-second p95 on an outbound insurance voice agent saving 1,400 staff-hours per month. Documented engagements, not adjectives.

FAQ

Questions teams actually ask.

Can an India-based AI agent team really cover Canadian business hours?

Honest answer: Eastern Canadian hours (Toronto, Montreal, Ottawa) get a native two-to-three-hour late-afternoon overlap with our Mohali IST day. For Eastern clients that need full Bay Street business-hours coverage, we route a dedicated overlap pod through our Frisco, TX office — Frisco runs Central Time, one hour behind Toronto but covering the same workday. Western Canadian hours (Vancouver, Calgary) are thinner; we cover them async-first with twice-weekly demos in Pacific morning and a tech-lead-on-call rotation for incident response. Daily written updates with eval-run numbers land before your standup. If your engagement genuinely cannot survive without same-zone synchronous coverage at all hours, we will tell you on the first call so you can pick a Canadian-only consultancy instead.

Is Aiinfox PIPEDA and Quebec Law 25 compliant for AI agents?

Our engagement defaults are aligned with PIPEDA federally and Quebec Law 25 for any agent processing Quebec-resident personal information. DPAs are signed before any personal information is shared, and we run a Privacy Impact Assessment (PIA) for engagements processing personal information at scale or involving sensitive categories. For Law 25 specifically, we support the obligations on consent transparency, automated decision-making disclosure (Article 12.1), data portability, and the right to de-indexation. Every agent model call, tool call, and tool result is audit-logged so the responsible person under Law 25 has the evidence to demonstrate compliance during a Commission d'acces a l'information review. For British Columbia clients, BC PIPA controls layer on top; for Alberta, PIPA-AB.

Where will my agent's data and inference physically run?

Your call. We default to AWS ca-central-1 (Montreal) for Eastern Canadian clients and for Quebec Law 25 cohorts that want in-province residency, Azure Canada Central (Toronto), or GCP northamerica-northeast1 (Montreal) and northamerica-northeast2 (Toronto). For LLM inference, we pin Claude or GPT-4o to a Canadian or US region depending on what your privacy officer approves — or we self-host Llama 3 on vLLM inside your Canadian VPC for zero third-party inference. Tool calls hit your APIs, not a vendor proxy. No Canadian personal information silently crosses the border unless your DPA explicitly permits it under PIPEDA's accountability principle.

What contracts does Aiinfox sign for Canadian agent engagements?

DPAs aligned with PIPEDA and Quebec Law 25 obligations on processors, NDAs (mutual, before any technical detail is shared), MSAs for ongoing relationships, and per-project SOWs for fixed-price agent builds. For healthcare engagements, BAAs or provincial-equivalent agreements are signed before any PHI is shared. International transfers of personal information are covered by Schedule 4 of the DPA spelling out the safeguards in place. Legal turnaround is usually one to two weeks depending on your DPO's review cadence; we work from your legal team's MSA template or provide ours. Aiinfox Pvt. Ltd. is a registered Indian entity invoicing Canadian clients in CAD or USD via wire transfer — no T4A entanglement because we are a foreign corporation.

How does cost compare to a Toronto AI agent consultancy?

Most v1 agent engagements at Aiinfox land between CAD $40,000 and CAD $180,000 fixed-price for a focused build — a multi-step SaaS agent, a bilingual voice agent, a healthcare patient-inquiry agent, or a fintech compliance copilot. Larger multi-quarter engagements with custom evals, Law 25 documentation, and integration into a regulated platform typically reach CAD $220,000 to CAD $380,000. The cost difference versus a Toronto or Montreal AI consultancy lands roughly 30 to 50 percent lower on senior rates — but the headline is the delivery model: senior engineers only, fixed-price six-week scopes, overrun cost on us if we miss. Most Bay Street shops bill timesheets, run discovery-then-discovery-then-build phases, and either burn a junior pool behind a senior nameplate or churn senior staff mid-engagement.

Can you take over a stalled AI agent project from a Toronto or Montreal vendor?

Yes — agent takeover audits are routine. Step one is reading the agent code, the tool schemas, the prompt stack, the eval results (if any), and the cost telemetry. Step two is shipping the smallest valuable change to prove we understand the system — usually adding the refusal layer or the eval harness the previous vendor skipped. Step three is the longer-term rebuild plan if one is needed. Most agent takeovers we see did not need a rewrite; they needed typed tool calls, evals, a refusal layer, and a senior engineer on the build. We will be honest on the first call about which category your project lands in.

Do you build bilingual (English plus Quebec French) AI agents for Quebec-facing products?

Yes. We have shipped voice agents and chatbots in English and Quebec French. For voice agents specifically, we route Deepgram for Quebec French STT and ElevenLabs or Azure Neural TTS for Quebec French voices, with prompt tuning on Quebecois conventions rather than Parisian French. RAG retrieval is multilingual by default — the agent's knowledge base can mix English and French documents and retrieve from both. For Law 25 consent and transparency notices, we draft in both languages with a translator review where the engagement touches automated decision-making obligations. The agent's tool-calling layer is language-agnostic; the user-facing turn is what we localise.

How do you stop an AI agent from taking an action it should not?

Three layers, none of them optional. First, every tool is typed against a JSON schema and the agent's call is validated before execution — a malformed argument is rejected, not coerced. Second, a refusal layer fires when retrieval confidence drops below threshold, when input matches a red-team injection pattern, or when the tool call falls outside the agent's allowlist for the current user role. Third, destructive actions (write to EHR, charge a card, send a regulated communication) require either a human-in-the-loop approval or a second-model verification step. Every model call, tool call, and tool result is audit-logged with timestamps and operator identity — exportable for a Privacy Commissioner inquiry or an internal compliance audit.

Let's build it

Ready to ship an AI agent that works in production for Canada?

30-minute discovery call in Toronto, Montreal, or Vancouver business hours. No pitch deck. Fixed-price six-week scope in 72 hours. PIPEDA and Law 25 aligned, deployable inside your Canadian cloud.

Book a discovery call

Reply within 1 business day · India & USA

Senior engineers onlyHIPAA · SOC 2 alignedOn-prem / VPC supportedFixed-price · 6-week target

Aiinfox is also referenced as an AI agent development company in Canada, Toronto AI agent vendor, Montreal agentic AI consultancy, hire AI agent developers Canada, PIPEDA-aligned agent partner, and a Quebec Law 25-aware agentic AI builder. Explore the parent service AI agent development, the country pillar AI development company Canada, and the India HQ at AI development in India. Related practices: RAG development, generative AI, fintech AI, and healthcare AI.