[ What we build ]
Core disciplines. One accountable lead.
Every engagement is engineered like a product: scoped, instrumented, and shipped to production.
[ Capabilities ]
Autonomous multi-step AI workflows with guardrails, human-in-the-loop, and full audit trails.
Guardrails by design
Policy checks and human-in-the-loop approvals wrap every autonomous step.
Full audit trails
Every agent decision is logged, replayable, and explainable to your auditors.
Tool-using agents
Agents that call your APIs, databases, and internal tools — not just chat.
OCR + NLP extraction for invoices, contracts, and reports — structured data from messy documents.
Layout-aware parsing
Tables, checkboxes, handwriting, and signatures detected on every page.
Confidence scoring
Low-confidence fields are flagged for review before they reach production.
Any format in
PDFs, scans, emails, and photos normalised through one pipeline.
Modelled metrics and executive dashboards your team can actually trust and act on.
Modelled metrics
One governed definition per KPI — no more duelling spreadsheets.
Executive-ready
Dashboards designed for decisions, not decoration.
Warehouse-native
Built on your BigQuery, Snowflake, or Postgres — your data stays home.
Productionise and operate ML systems reliably — monitoring, retraining, and safe deploys.
Safe deploys
Canary releases and instant rollback for models and pipelines.
Drift monitoring
Data and model drift caught before your users notice.
Automated retraining
Pipelines that retrain, evaluate, and promote models on schedule.
[ Built with proven technology ]
Engineered on an open, battle-tested stack
- OpenAI
- Anthropic
- Hugging Face
- LangChain
- PyTorch
- TensorFlow
- BigQuery
- Snowflake
- PostgreSQL
- dbt
- Airflow
- Kubernetes
- Docker
- AWS
- Google Cloud
- Vercel
Industries we serve
Deep experience in regulated, data-intensive sectors where accuracy and accountability matter.
AI services that ship to production
End-to-end AI capabilities with senior-led delivery.
Agentic Automation
Autonomous multi-step AI workflows with guardrails, human-in-the-loop, and full audit trails.
Learn moreDocument Intelligence
OCR + NLP extraction for invoices, contracts, and reports — structured data from messy documents.
Learn moreGenerative AI & LLMOps
LLM applications you can measure, release and trust.
Learn moreMLOps & Model Deployment
Productionise and operate ML systems reliably — monitoring, retraining, and safe deploys.
Learn moreAI Platform Engineering
A platform your teams can build on.
Learn moreModel Monitoring & Observability
Know a model is drifting before your users do.
Learn moreData & Feature Management
Reproducible from raw data to prediction.
Learn moreSQL Dashboards
Modelled metrics and executive dashboards your team can actually trust and act on.
Learn moreAI-Powered Websites
Fast, SEO-first sites with AI built in — crawlable by search engines and AI agents alike.
Learn more[ How we engage ]
From first workshop to running in production.
One accountable lead through four phases — each with fixed deliverables, so you always know what's next.
- 01
Discover
We scope the highest-ROI use case with your team and prove it's feasible before you commit.
- Opportunity & feasibility assessment
- Success metrics agreed up front
- Prioritised backlog with ROI estimates
- 02
Build
Working software in weeks — with guardrails, evaluations, and your data kept in your infrastructure where required.
- Weekly demos on your real data
- Guardrails & human-in-the-loop by design
- Evaluation harness before any rollout
- 03
Ship
Production deployment in your cloud with CI/CD, monitoring, and your team trained to own it.
- Deploy to your VPC or on-prem
- CI/CD, observability & rollback wired in
- Handover docs & team enablement
- 04
Operate
We keep it healthy: drift monitoring, retraining, and continuous improvement against the agreed metrics.
- Data & model drift monitoring
- Scheduled retraining & evaluation
- Quarterly ROI review & roadmap
Why clients choose Algorythmos
Senior engineering, no hand-offs
You work directly with the people who build your systems — no hand-offs to juniors.
Compliance-first
GDPR (EU) and Australian Privacy Principles considered from day one, not bolted on.
Outcome-based delivery
Scoped to measurable business results, with working software shipped in weeks, not quarters.
Bilingual, two regions
Delivery and support in English and French, across Sydney (APAC) and Paris (EU).
[ Outcomes we design for ]
Targets from our representative case studies
99%
reporting accuracy — financial services compliance automation
60%
faster ML deployments — healthcare MLOps platform
50%
less manual effort — manufacturing document intelligence
15%
revenue uplift — retail SQL dashboards
Senior-led, hands on your problem
No hand-offs to juniors, no black boxes. You work directly with the people who design, build and ship your AI systems — from the first workshop to production.
Meet Algorythmos
[ Trust & compliance ]
Enterprise-grade rigour for your data.
GDPR & EU AI Act by design
European engagements are built to GDPR and the EU AI Act from day one — not retrofitted at the end.
Australian Privacy Principles
Australian work aligns with the Privacy Act and the APPs, with data residency respected throughout.
Your data stays home
We can build inside your cloud and your warehouse — so documents and models stay in your infrastructure when your obligations require it.
Ready to put AI to work — properly?
Book a free discovery call. We'll map the highest-leverage AI opportunity in your business and how to ship it.