Deep-Tech AI · Researchers & Engineers
We're the researchers and engineers who build the AI others only advise on —
self-learning agents and production-grade systems for finance, government, and healthcare.
Why Us
We don't write decks.
We write the code.
Most AI firms hand you a strategy and walk away. We're not them. Flaredog is run by PhD researchers and senior engineers who build, ship, and stand behind production AI — the kind that learns, scales, and holds up in the most regulated environments on earth.
Researchers, not advisors
PhDs in deep tech who get their hands dirty in the model and the codebase — not consultants reading from a playbook.
Frontier AI only
Self-learning agents, LLMOps, and model fine-tuning. We work at the edge of what's possible — never chatbots or no-code wiring.
Built to hold
Every system we deliver is engineered for reliability and scale — and proven in the products already running in production today.
Researchers & engineers at the helm
Built in-house, end to end
Black boxes shipped
Est. 2024 — Research-led, builder-owned
Our Expertise
Built for the demands
of regulated industries.
Flaredog partners with enterprises in finance, government, and healthcare to design, implement, and secure AI and machine learning systems — delivering sector-specific regulatory knowledge and production-grade performance.
We don't just advise. We build, deploy, and stand behind every system we deliver.
Learn how we work →Where We Operate
The Industries
We Serve.
Finance
Risk modeling, fraud detection, algorithmic trading systems, and regulatory compliance automation — built for the speed and precision that institutional finance demands.
Government
Secure AI for public sector — smart city infrastructure, emergency response systems, and intelligent citizen services built to the strictest compliance and sovereignty requirements.
Healthcare
Clinical decision support, imaging AI, and HIPAA-compliant ML systems — transforming legacy health data into a living, queryable asset that improves outcomes at scale.
Smart Manufacturing
Predictive maintenance, computer-vision quality inspection, and process-optimisation AI — engineered to run on the factory floor with the reliability manufacturing operations demand.
Logistics
Route and fleet optimisation, warehouse automation, and demand forecasting — AI that moves inventory and vehicles with the precision modern supply chains require.
"We don't just implement AI —
we make it compliant, resilient, and yours."
Our Process
From discovery
to deployment.
Discover
We map your business requirements, run a technical feasibility study, assess data readiness, and audit existing infrastructure — before a single line of code is written.
Design
Architecture is chosen deliberately — technology stack, integration strategy, and a security framework designed for your compliance environment from day one.
Build
Agile development with continuous integration. Every sprint ships tested, production-ready code — performance-optimised and auditable at every commit.
Deploy
Production deployment, team training, knowledge transfer, and full documentation. We don't hand over a black box — we hand over understanding.
Our Portfolio
Built by Flaredog.
Running for real users.
Beyond providing solutions — we build and spin off products that solve the problems we see in the field.
In Their Words
Teams that don't
settle for slideware.
“They didn't hand us a strategy and leave. They shipped the system. The agent we run today retrains itself on our data — and hasn't missed since.”
“Most vendors talk about AI. Flaredog showed up with researchers who understood our compliance constraints better than we did, then built around them.”
“We'd been burned by consultancies before. This was the opposite — a team that writes the code, owns the outcome, and is still there after launch.”
Trusted by teams across finance, government & healthcare
Let's Talk
LET'S BUILDSOMETHING REAL.
Tell us what you're working on — we'll tell you, honestly, whether we can help.