Checkout-free retail
A store that knows what you picked up. Walk in, shop, walk out.
- Computer vision
- Sensor fusion
- Real-time systems
Intelligence, put to work.
From possibility.
To production.
AI systems and software built around your business,
connected to your tools, and ready for the real world.
Built in parts.
Built to last.
Purposeful pieces.
Powerful together.
Brands served through the TripVlog platform
The potential is extraordinary.
Making it work is what we do.
We connect AI to the systems, decisions, and people that make your business work. From the first question to the system you run on.
- Portfolio systems
- 11
- High-stakes sectors
- 6
- Scope & price
- Fixed
Selected work
Real complexity.
Remarkable outcomes.
Explore systems our engineering team has designed, built, and shipped into the real world.
LEO AI
Canadian legal research, with citations you can follow and confidence you can inspect.
- Retrieval-augmented generation
- LangGraph
- Citation grounding
KnowFace
Facial liveness and document reading, built into the banking onboarding journey.
- Liveness detection
- Document OCR
- KYC
Fleck
Contactless fingerprint verification, using the camera already in your customer’s phone.
- Computer vision
- Biometrics
- Mobile integration
Four selected projects. Many more possibilities.
Genesys & LabelRx
Coordinated agents for finance, legal and operations, with a person in control.
- LangGraph
- Multi-agent systems
- Human oversight
TripVlog
From short-form travel video to a hotel booking, with an AI concierge along the way.
- LangGraph
- Multi-agent concierge
- Mobile commerce
N3XUS
Operational signals turned into verifiable evidence for carbon and compliance decisions.
- IoT data
- Cryptographic verification
- AI
VisionGuard
Real-time video analytics for critical infrastructure, without relying on biometrics.
- Object detection
- Anomaly detection
- Video analytics
Althea AI
Patient verification and appointment scheduling by phone, connected to clinical operations.
- Ultravox
- QLoRA
- Google Cloud
ProvBot
Email extraction and order management, coordinated across the tools your teams use.
- Gmail
- Jira
- Google Workspace
Allah-u-Alam
Theological research grounded in scholar-validated sources.
- Claude
- Embedding models
- Retrieval-augmented generation
Capabilities
The right pieces.
One complete system.
Strategy, intelligence, and engineering. Everything your next chapter needs, working together.
Start with a problem worth solving.
Find the work that needs to change. Agree what success looks like, then choose the right place to begin.
- AI strategy & readiness
- Work inventory, use-case ranking by return, roadmap and governance.
How we work
A clear path.
At every step.
See it work before you commit to the build. Each stage has a fixed scope and a deliverable you keep.
Understand the parts.
Stage 012 weeks
Diagnose
We map one function’s work, find the bottleneck, and deliver a ranked shortlist with a fixed-price proposal. The fee is credited to the build.
You keep
A ranked roadmap & fixed scope
Inside the work
The system does the task inside your workflow, rather than in a separate chat window.
Stage 022-4 weeks
Prove
A working system is tested on your past cases. You see its accuracy, and where it defers to a person, before go-live.
You keep
A working proof on your data
Measured before go-live
Accuracy is reported on your own history, with the threshold agreed in advance.
Stage 034-8 weeks
Deploy
Built into your systems of record at a fixed price, with audit logs, access controls and weekly demos on real data.
You keep
An integrated production system
Every decision traceable
Actions are logged, capped and ranked by how easily they can be reversed.
Stage 04Ongoing
Run & adopt
We monitor accuracy, handle exceptions, train your teams and measure use against the numbers you already watch.
You keep
Monitoring, training & ownership
You own the system
Code, data and models belong to you. No lock-in to us or to a single model vendor.
Start with a working session. Leave with a clearer direction.
Book a working sessionSectors
Made for the work
that matters.
Where accuracy, security, and accountability are part of the job.
Explore our sectors
01 — 06
In practice · Infrastructure security
2026VisionGuard
Real-time video analytics for critical infrastructure, without relying on biometrics.
- Object detection
- Anomaly detection
- Video analytics
Global presence
Different perspectives.
One shared standard.
San Francisco leadership. Global engineering and research.
One team, one US contract, and a named lead accountable to you.
Headquarters37.77° N · 122.42° W
San Francisco
Client leadership & delivery
One US contract. One accountable lead.
Security architecture
Trust is part
of the architecture.
Built to pass your security review. The controls are there from the first module.
Your environment, your data
Deploy in your cloud or on-premises. Your data is not used to train shared models.
Contracts that protect you
NDA and full IP assignment as standard, under a US contract.
Least-privilege access
Role-based access, audit logs on every action, and named engineers on your account.
Model-agnostic by design
We work with OpenAI, Anthropic, Google and open-source models, and choose per task.
Let’s build what’s next
Big possibilities.
One conversation.
Bring us one workflow. We’ll explore what it could look like in production, with a senior member of our team.
Prefer a direct conversation?harvard.venture@reechout.com