AI-Driven Agency
Your AI Sprint Team
on Demand
From discovery to deployment, we plug into your stack to prototype,
validate, and launch AI experiences your users actually love.
Scroll for more
AI-Driven Agency
Your AI Sprint Team
on Demand
From discovery to deployment, we plug into your stack to prototype, validate, and launch AI experiences your users actually love.
Scroll for more
About
Human-Centered AI,
Built for Production
Available for worldwide project
Based in Montréal, Canada
Trusted by 120+ clients across 4 industries -shipping AI from idea to production in 8–10 weeks
Trustpilot
120+
Good AI feels obvious—because the hard work is hidden.
Ava Collins
AgenAI’s Design Lead
Services
End-to-End
AI Services
We turn ambiguous AI ideas into production features your users trust—combining strategy, design, engineering, and rigorous evaluation.
AI Strategy & Mapping
(01)
Identify high-ROI use cases and define a realistic, measurable AI roadmap.
Stakeholder discovery
Value model & KPI definition
Data readiness assessment
AI UX & Product Design
(02)
LLM / Agent Development
(03)
Data Engineering & Pipelines
(04)
Services
End-to-End
AI Services
We turn ambiguous AI ideas into production features your users trust—combining strategy, design, engineering, and rigorous evaluation.
AI Strategy & Mapping
(01)
Identify high-ROI use cases and define a realistic, measurable AI roadmap.
Stakeholder discovery
Value model & KPI definition
Data readiness assessment
AI UX & Product Design
(02)
LLM / Agent Development
(03)
Data Engineering
(04)
Services
End-to-End
AI Services
We turn ambiguous AI ideas into production features your users trust—combining strategy, design, engineering, and rigorous evaluation.
AI Strategy & Mapping
(01)
Identify high-ROI use cases and define a realistic, measurable AI roadmap.
Stakeholder discovery
Value model & KPI definition
Data readiness assessment
AI UX & Product Design
(02)
LLM / Agent Development
(03)
Data Engineering & Pipelines
(04)
Featured Works
Support Copilot for SaaS
DESCRIPTION
Draft replies and pulls account context; reduced first-response time by 38%.
DELIVERABLES
AI strategy, AI UX flows, LLM agent, RAG
INDUSTRY
SaaS
Support Copilot for SaaS
DESCRIPTION
Draft replies and pulls account context; reduced first-response time by 38%.
DELIVERABLES
AI strategy, AI UX flows, LLM agent, RAG
INDUSTRY
SaaS
View Project
Support Copilot for SaaS
DESCRIPTION
Draft replies and pulls account context; reduced first-response time by 38%.
DELIVERABLES
AI strategy, AI UX flows, LLM agent, RAG
INDUSTRY
SaaS
Underwriting Risk Copilot
DESCRIPTION
Built a triage assistant to summarize claims; cut manual review time by 42%.
DELIVERABLES
Use-case mapping, Prompt & UI patterns
INDUSTRY
Fintech
Underwriting Risk Copilot
DESCRIPTION
Built a triage assistant to summarize claims; cut manual review time by 42%.
DELIVERABLES
Use-case mapping, Prompt & UI patterns
INDUSTRY
Fintech
View Project
Underwriting Risk Copilot
DESCRIPTION
Built a triage assistant to summarize claims; cut manual review time by 42%.
DELIVERABLES
Use-case mapping, Prompt & UI patterns
INDUSTRY
Fintech
Clinical Note Summarizer
DESCRIPTION
Clinic-lobby assistant answering pre-visit questions; decreased front-desk calls by 28%.
DELIVERABLES
AI strategy, AI UX flows, LLM agent, RAG
INDUSTRY
Healthcare
Clinical Note Summarizer
DESCRIPTION
Clinic-lobby assistant answering pre-visit questions; decreased front-desk calls by 28%.
DELIVERABLES
AI strategy, AI UX flows, LLM agent, RAG
INDUSTRY
Healthcare
View Project
Clinical Note Summarizer
DESCRIPTION
Clinic-lobby assistant answering pre-visit questions; decreased front-desk calls by 28%.
DELIVERABLES
AI strategy, AI UX flows, LLM agent, RAG
INDUSTRY
Healthcare
Catalog Engine Intelligence
DESCRIPTION
Launched a shopping copilot that understands attributes; raised add-to-cart by 12%.
DELIVERABLES
Data cleaning & embeddings
INDUSTRY
Ecommerce/Retail
Catalog Engine Intelligence
DESCRIPTION
Launched a shopping copilot that understands attributes; raised add-to-cart by 12%.
DELIVERABLES
Data cleaning & embeddings
INDUSTRY
Ecommerce/Retail
View Project
Catalog Engine Intelligence
DESCRIPTION
Launched a shopping copilot that understands attributes; raised add-to-cart by 12%.
DELIVERABLES
Data cleaning & embeddings
INDUSTRY
Ecommerce/Retail
Process
From Idea
to Production
Discover & Scope
Align on problems, data reality, and success metrics. Opportunity brief, KPI model, phased roadmap, effort/cost ranges.
3-7 DAYS
0
1
/03
Prototype
De-risk unknowns and validate value quickly. Clickable UX, tech spike repo, initial eval rubric, demo.
1-2 WEEKS
0
2
/03
Validate & Evals
Prove accuracy, usability, safety, and cost. Eval dashboard, acceptance thresholds, decision to iterate/ship.
1 WEEKS
0
3
/03
Process
From Idea
to Production
Discover & Scope
Align on problems, data reality, and success metrics. Opportunity brief, KPI model, phased roadmap, effort/cost ranges.
3-7 DAYS
0
1
/03
Prototype
De-risk unknowns and validate value quickly. Clickable UX, tech spike repo, initial eval rubric, demo.
1-2 WEEKS
0
2
/03
Validate & Evals
Prove accuracy, usability, safety, and cost. Eval dashboard, acceptance thresholds, decision to iterate/ship.
1 WEEKS
0
3
/03
Benefits
Why Choose Us
Why Choose Us
Accuracy
Accuracy
Latency
Latency
Safety
Safety
Cost
Cost
Outcome over Output
We measure what matters - accuracy, latency, safety, and cost - so every sprint ships business value, not just features.
Eval-First Reliability
From day one, we run offline/online evals, canary tests, and tracing. You see how models perform - and why.
Secure by Design
PII handling, SSO/SAML, RBAC, encryption, and audit trails -built in, not bolted on. Enterprise-ready from the start.
Design-Led AI Experiences
We craft prompts, interfaces, and guardrails that feel intuitive - so adoption rises and support tickets fall.
Features
All Features in One
Agent-Powered Workflows
Turn repetitive tasks into autonomous flows—agents plan, execute, and report with guardrails, audit trails, and clear handoff to humans.
Agent-Powered Workflows
Turn repetitive tasks into autonomous flows—agents plan, execute, and report with guardrails, audit trails, and clear handoff to humans.
Agent-Powered Workflows
Turn repetitive tasks into autonomous flows—agents plan, execute, and report with guardrails, audit trails, and clear handoff to humans.
Eval-First Quality
Measure accuracy, latency, safety, and cost from day one. Our evals and dashboards keep models reliable and budgets predictable.
Eval-First Quality
Measure accuracy, latency, safety, and cost from day one. Our evals and dashboards keep models reliable and budgets predictable.
Eval-First Quality
Measure accuracy, latency, safety, and cost from day one. Our evals and dashboards keep models reliable and budgets predictable.
Private Knowledge RAG
Make your docs, tickets, and wikis instantly useful with retrieval augmented generation—freshness, citations, and explainability built in.
Private Knowledge RAG
Make your docs, tickets, and wikis instantly useful with retrieval augmented generation—freshness, citations, and explainability built in.
Private Knowledge RAG
Make your docs, tickets, and wikis instantly useful with retrieval augmented generation—freshness, citations, and explainability built in.
AgenAI
Human-Centered AI UX
Interfaces, prompts, and error states designed for trust and adoption—so the smart thing is also the obvious thing to do.
Human-Centered AI UX
Interfaces, prompts, and error states designed for trust and adoption—so the smart thing is also the obvious thing to do.
Human-Centered AI UX
Interfaces, prompts, and error states designed for trust and adoption—so the smart thing is also the obvious thing to do.
Secure by Design
PII handling, SSO/SAML, RBAC, secrets management, and compliance workflows—ship AI that’s safe, auditable, and enterprise-ready.
Secure by Design
PII handling, SSO/SAML, RBAC, secrets management, and compliance workflows—ship AI that’s safe, auditable, and enterprise-ready.
Secure by Design
PII handling, SSO/SAML, RBAC, secrets management, and compliance workflows—ship AI that’s safe, auditable, and enterprise-ready.
Seamless Integrations
Plug into your stack (CRM, helpdesk, ERP, data warehouse) with webhooks and APIs to turn insights into action—fast.
Seamless Integrations
Plug into your stack (CRM, helpdesk, ERP, data warehouse) with webhooks and APIs to turn insights into action—fast.
Seamless Integrations
Plug into your stack (CRM, helpdesk, ERP, data warehouse) with webhooks and APIs to turn insights into action—fast.
Tools
We work with
powerful AI tools
We design, build, and evaluate with a modern AI stack—LLMs, vector
search, orchestration, and observability—so your features are fast,
reliable, and secure.
We design, build, and evaluate with a modern AI stack—LLMs, vectorsearch, orchestration, and observability—so your features are fast,
reliable, and secure.
Team Members
The Squad Shipping
Your AI
The Squad Shipping Your AI
Ava Collins
AgenAI’s Design Lead
Noah Reed
ML/Agent Lead. Builds domain agents
Noah Reed
ML/Agent Lead. Builds domain agents
Noah Reed
ML/Agent Lead. Builds domain agents
Lucas Hayes
Solutions Architect. Connects AI to your stack
Lucas Hayes
Solutions Architect. Connects AI to your stack
Lucas Hayes
Solutions Architect. Connects AI to your stack
Jordan Brooks
Data Engineer. Secure access policies
Jordan Brooks
Data Engineer. Secure access policies
Jordan Brooks
Data Engineer. Secure access policies
Erin Park
MLOps Engineer. Productionizes with CI/CD
Erin Park
MLOps Engineer. Productionizes with CI/CD
Erin Park
MLOps Engineer. Productionizes with CI/CD
Statistic
Human-centered AI, built for production
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
OUR GROWTH
230
K
UPTIME FOR KEY FLOWS
95
%
ON TIME DELIVERY
99
%
OUR GROWTH
230
K
UPTIME FOR KEY FLOWS
95
%
ON TIME DELIVERY
99
%
OUR GROWTH
230
K
UPTIME FOR KEY FLOWS
95
%
ON TIME DELIVERY
99
%
OUR GROWTH
230
K
UPTIME FOR KEY FLOWS
95
%
ON TIME DELIVERY
99
%
OUR GROWTH
230
K
UPTIME FOR KEY FLOWS
95
%
ON TIME DELIVERY
99
%
OUR GROWTH
230
K
UPTIME FOR KEY FLOWS
95
%
ON TIME DELIVERY
99
%
OUR GROWTH
230
K
UPTIME FOR KEY FLOWS
95
%
ON TIME DELIVERY
99
%
OUR GROWTH
230
K
UPTIME FOR KEY FLOWS
95
%
ON TIME DELIVERY
99
%
Awards
Innovation in AI
Underwriting Risk Copilot (Fintech)
/ 2025
Innovation in AI
Underwriting Risk Copilot (Fintech)
/ 2025
Best AI Product Design
Support Copilot (SaaS)
/ 2025
Best AI Product Design
Support Copilot (SaaS)
/ 2025
Data & AI Excellence
Clinical Note Summarizer (Healthcare)
/ 2024
Data & AI Excellence
Clinical Note Summarizer (Healthcare)
/ 2024
Risk Intelligence
Lumina Labs
/ 2023
Risk Intelligence
Lumina Labs
/ 2023
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
01
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
02
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
03
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
01
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
02
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
03
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
01
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
02
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
03
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
01
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
02
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
03
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
01
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
02
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
03
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
01
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
02
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
03
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
01
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
02
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
03
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
01
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
02
/03
We shipped our first copilot in 7 weeks and cut support tickets by 31%. The eval dashboards made every decision obvious.
Elena Ruiz
Cantos SaaS’s VP Product
03
/03
Testimonials
What Our Clients Says
Pricing Plans
From pilot to enterprise
clear scope, transparent costs
annually
Starter Plan
For startups
$9,900
/ year
What’s included
Prove value in two weeks with a clickable UX, tech spike, and a clear go/no-go roadmap.
Discovery workshop
Opportunity brief
Clickable UX
1 data source & 1 integration
Enterprise Plan
For organisations
$19,900
/ year
What’s included
Compliance-ready delivery for complex orgs—multi-env releases, canaries, and change management.
Everything in Starter
CI/CD, tracing, alerts, guardrails
Full eval dashboard
3 data source & 3 integration
Pricing Plans
From pilot to enterprise
clear scope, transparent
annually
costs
Starter Plan
For startups
$9,900
/ year
What’s included
Prove value in two weeks with a clickable UX, tech spike, and a clear go/no-go roadmap.
Discovery workshop
Opportunity brief
Clickable UX
1 data source & 1 integration
Enterprise Plan
For organisations
$19,900
/ year
What’s included
Compliance-ready delivery for complex orgs—multi-env releases, canaries, and change management.
Everything in Starter
CI/CD, tracing, alerts, guardrails
Full eval dashboard
3 data source & 3 integration
Pricing Plans
From pilot to enterpriseclear scope, transparent
costs
annually
Starter Plan
For startups
$9,900
/ year
What’s included
Prove value in two weeks with a clickable UX, tech spike, and a clear go/no-go roadmap.
Discovery workshop
Opportunity brief
Clickable UX
1 data source & 1 integration
Enterprise Plan
For organisations
$19,900
/ year
What’s included
Compliance-ready delivery for complex orgs—multi-env releases, canaries, and change management.
Everything in Starter
CI/CD, tracing, alerts, guardrails
Full eval dashboard
3 data source & 3 integration
FAQs
Frequently Asked Questions
What’s the typical timeline from idea to v1?
Typically 3–8 weeks depending on scope and complexity. We move from discovery to deployment with regular check-ins.
What do we need to start?
A clear problem statement, success metrics, access to sample data, and a stakeholder who can make decisions. We’ll run a kickoff workshop to align scope.
Which models/stack do you use?
Modern, scalable stacks like React, Node.js, and cloud services. We choose models/APIs based on the use case, performance, and cost.
Are model/API costs included in pricing?
Model and API costs are usually billed separately based on usage. We share estimates upfront and help optimize costs.
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