Services · AI / ML Development
AI & ML development,governed ML in production.
Custom models, LLM orchestration, RAG, agents, and MLOps — shipped with evaluation, guardrails, and product surfaces.
01 / Products shipped
250+
02 / Countries
30+
03 / Active clients
200+
04 / Building
8+ yrs
AI & ML development MLOps, evals, safe deployment.
Our ai / ml development team ships in weekly increments with demos your stakeholders can evaluate — scoped to outcomes, not open-ended hours.
What we typically ship for ai / ml development.
- 01
LLM integration
LLM integration scoped to your roadmap, instrumented in staging, and documented for handover.
- 02
RAG & search
RAG & search delivered in demo-ready increments with monitoring hooks your team can extend.
- 03
Agents & automation
Agents & automation built against agreed acceptance criteria — not open-ended scope creep.
- 04
Computer vision
Computer vision integrated with your repos, environments, and release process from week one.
- 05
Forecasting models
Forecasting models scoped to your roadmap, instrumented in staging, and documented for handover.
- 06
MLOps & monitoring
MLOps & monitoring delivered in demo-ready increments with monitoring hooks your team can extend.
Intelligence for ai / ml development when it earns its place.
- 01 · AI
Prompt & eval pipelines
Prompt & eval pipelines with evaluation, fallbacks, and operational metrics — designed alongside your core product.
- 02 · AI
Bias & safety review
Bias & safety review with evaluation, fallbacks, and operational metrics — designed alongside your core product.
- 03 · AI
Human-in-the-loop
Human-in-the-loop with evaluation, fallbacks, and operational metrics — designed alongside your core product.
- 04 · AI
Cost controls
Cost controls with evaluation, fallbacks, and operational metrics — designed alongside your core product.
Tools we ship withevery week.
Production-grade ai / ml development delivery — with a sample of engagements that show the same engineering standard.
Platforms & tools
- Python
- PyTorch
- OpenAI
- LangChain
- Vector DBs
- AWS SageMaker
Selected engagements
A glimpse of what we ship
AISports Technology
Bet365 | Sports Automation Platform
Bet365 is a real-time sports operations platform that ingests Telegram publisher feeds, parses structured event signals, and executes actions on the Bet365 platform with full auditability.
BackendAutomationBot
Retail & E-commerce
Global Diamond Montreal | Fine Jewelry E-Commerce
Premium jewelry e-commerce for engagement, wedding, and gift collections — live at globaldiamondmontreal.com.
Web ApplicationUI UX DesignE-commerce
Finance
Capium 365 | Business Accounting App
SMB accounting workspace for invoices, expenses, and reporting.
Mobile AppUI UX Design
Offshore speed, onshore clarity for ai / ml development.
- 01 · Edge
Outcomes over output
We measure sprints against activation, latency, and revenue — not story points alone.
- 02 · Edge
AI wired in early
Intelligence is part of architecture, not a phase-two add-on when budgets tighten.
- 03 · Edge
Transparent delivery
Demos, written decisions, and risk flags every week — no black-box offshore handoffs.
- 04 · Edge
You own the stack
Code, models, docs, and infra transfer at close — no hostage licensing.
Common questions about ai / ml development
Discovery calls happen within one business day; most engagements kick off inside a week after scope and access alignment.
Both. We can run a retained squad for ongoing roadmap work or a fixed-scope delivery for a defined release.
Yes. Mutual NDAs and IP assignment to your company at close are standard across all engagements.
Turn your roadmap into living AI products.
Tell us what you want to launch — we’ll outline a practical path from first prototype to production, with milestones you can track and no forced long-term contract.
Response time
Under 1 business day
Confidentiality
NDAs on request
First prototype
Often within a week