Tech solutionswith deep thoughts.

We help teams take AI and software from strategy to production—across cloud, on-premises, on-device, and mobile environments.

AI strategy & architecture Enterprise AI & automation Private & on-premises systems On-device & mobile products

Selected work

Products we build and operate.

Selected work across AI, data, operations, and consumer software.

Public-record legal research

02

deep.legal

Searchable Ontario lawyer data with transparent sources and limitations.

  • Data product
  • Evidence-led research
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Membership management software

03

DeepClub

Membership operations for clubs, associations, alumni networks, and hospitality groups.

  • Operations software
  • Member experience
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Bounty marketplace

04

BountyGuy

Post a result and reward, or find a bounty worth completing.

  • Marketplace
  • Mobile product
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Character & companion app

05

Gagaguga

A cheerful parrot character spanning a companion app, community, and plush.

  • Consumer AI
  • Character brand
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Local text encryption

06

Deep Talk

Encrypt, decrypt, and remix text locally in the browser — no account or uploads.

  • Local-first
  • In-browser cryptography
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AI strategy, engineering & deployment

Turn AI plans into working systems.

We define the right use case, build the system, deploy it in your environment, and support adoption.

01 / Decide

AI strategy and architecture

Set priorities, define success, and choose the right technical path.

  • Use-case priorities
  • Business case and success measures
  • Build, buy, model, and vendor choices
  • Architecture and delivery roadmap

02 / Build

AI products, agents, and automation

Build reliable tools around your data, systems, controls, and users.

  • AI agents and system integrations
  • Enterprise data and retrieval architecture
  • Evaluation, safeguards, and human review
  • Observability, cost, and performance controls

03 / Deploy

Cloud, on-premises, and on-device deployment

Deploy to fit your security, latency, connectivity, and data requirements.

  • Cloud, VPC, and private infrastructure
  • On-premises and local deployment
  • On-device, edge, and mobile AI
  • Identity, security, and existing-system integration

04 / Operate

Delivery and team enablement

Work directly with your team through launch, with clear systems and operating knowledge at handover.

  • Scope and delivery planning
  • Architecture decisions and production code
  • Adoption, governance, and operations
  • Documentation and maintainable systems

How we deliver

From plan to production.

We define the outcome, build and test the system, integrate it with your operations, and support launch.

  1. 01

    Define the outcome

    Agree on the users, business goal, constraints, and success measures.

  2. 02

    Build and test

    Test value, feasibility, risk, and usability with a working system.

  3. 03

    Integrate and launch

    Connect data, identity, security, and existing systems, then deploy.

  4. 04

    Operate and improve

    Track use and performance, improve the system, and prepare your team to run it.

How we work

Remote-first. Senior-led.

We work remotely with leadership and engineering teams worldwide. The people advising you also contribute to architecture and delivery.

  • 01 Senior involvement throughout
  • 02 Direct collaboration with your team
  • 03 Works with your existing technology stack
  • 04 Clear documentation and handover

Experience spans Google, YC startup engineering, browser platforms, AI products, and complex cross-platform delivery.

Common questions

Before we work together.

01 Where can you deploy?

Public or private cloud, your VPC, on-premises infrastructure, browsers, desktop and mobile apps, and on-device or edge environments. We choose the architecture around your security, latency, connectivity, and data requirements.

02 Do you provide strategy and implementation?

Yes. We can advise on a decision, design and build the system, support deployment, or stay involved as an ongoing technical advisor.

03 Are you vendor-neutral?

Yes. We work with commercial and open-weight models, major cloud platforms, and private infrastructure. Recommendations follow your requirements, not a vendor relationship.

04 How do we get started?

Send a short project note or book a 30-minute call. We will clarify the objective and recommend a practical next step.

Start a conversation

Move your next AI initiative into production.

Tell us what you are deciding or building. We will help define the scope, technical path, and next step.