Bitwise Lab

Four Guarantees for Records That Have to Hold Up

We are engaged by the companies whose software produces records someone may later question: a regulator, an auditor, a court, a board or a client. We do not own those products and we do not operate them. We guarantee four things inside them.

The product is secure by design. It fits the regulations its owner answers to. Its AI runs where the data already lives. The records that matter can be proven unaltered.

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Private AI and blockchain systems running on your own infrastructure
What We Guarantee

Four Properties, Inside Someone Else's Product

These are the four things an engagement is accountable for. Each one has a mechanism behind it, not an adjective. If we cannot name the mechanism, we do not claim the property.

Security by Design

Tenant isolation, encryption in transit and at rest, and least-privilege access are properties of the architecture, decided before the first line of code. They cannot be switched off later because nothing was bolted on.

How We Prove It

Regulation as Engineering

Rules are versioned data, never code. A banking supervisor and an insurance supervisor of the same market impose the same obligation with different arithmetic, one counting in working days and the other in calendar days. Hardcode either and you are wrong for half your users.

Jurisdiction and Scope

Private AI

The model runs where the data already lives. Nothing is sent to a third-party API. Under the United States CLOUD Act a provider can be compelled to hand over data wherever the servers sit, which is why some buyers cannot use a public service at all.

What an Engagement Covers

Immutable Records

Security keeps the wrong people out. Immutability proves that what was written was not changed afterwards, including by the right people. Closed permissioned ledgers, energy-efficient consensus, no cryptocurrency and no public chain.

How a Ledger Proves It
Why Choose Us

The Product Stays Yours

We are not a consultancy that writes a report and leaves, and we are not a vendor that takes your product over. You keep the product, the roadmap and the customer relationship. We answer for four properties inside it, and we build the components that deliver them, so the advice arrives already implemented.

  • Increased Efficiency

    Streamline operations with AI-driven tools.

  • Enhanced Collaboration

    Seamlessly connect teams and data.

  • Robust Security

    Protect sensitive information with state-of-the-art encryption.

  • Scalable Solutions

    Adaptable tools for businesses of any size.

Products we have secured carry the mark Secured by Bitwise Lab, which links to a page stating exactly what was reviewed, built or guaranteed. The mark comes off when the engagement ends.

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Our Services

Turnkey Services, End to End

Everything needed to take a private AI or blockchain system from assessment to production, available across all our solutions.

Security Audits

We evaluate your IT infrastructure to identify vulnerabilities and implement corrective measures to protect your data.

Private AI

Run large language models on hardware you control, with no document ever sent to a third-party API.

On-Premises & Private Cloud

Deploy on your own servers or your private cloud, with the hosting model chosen to fit the regulations you answer to.

AI & ML Development

Build intelligent applications with machine learning, designed from the start to run inside your own infrastructure.

Private Blockchain

Permissioned networks and tamper-proof ledgers, including energy-efficient voting systems.

Data Privacy & Compliance

Data residency, GDPR alignment and access control designed into the architecture rather than bolted on afterwards.

How It Works

How We Deliver

Every engagement follows the same path, from understanding the constraints you work under to handing over a system your own team runs.

1

Assess

We start with your requirements and constraints: what data is involved, how sensitive it is, and which regulations you answer to.

2

Design the Architecture

We design for where the system will actually live, whether that is your own servers, your private cloud, or fully on-premises.

3

Build

We develop with open-source and proprietary components chosen for what you are permitted to run, not for what is convenient.

4

Deploy on Your Infrastructure

The system goes live inside your perimeter. Your data stays on your infrastructure at every stage, including during deployment.

5

Audit and Harden

We test the deployment for vulnerabilities and verify that access controls behave the way the architecture says they should.

6

Hand Over

You receive documentation, deployment guidance, and the knowledge to operate and extend the system without depending on us.

Questions

What People Ask First

  • Q1. What does Bitwise Lab actually do?

    We are engaged by the companies whose software produces records someone may later question, to guarantee four properties inside them: security by design, fit with the regulations the product answers to, AI that runs where the data already lives, and immutability for the records that must not change silently.

  • Q2. Do you build and sell your own products?

    No. We do not own the products we work on and we do not operate them. The product, the roadmap and the customer relationship belong to the company that owns it.

  • Q3. Are you a consultancy or a development partner?

    Both, and that is the point. We advise on all four guarantees, and where building is the surest route we produce the core components that deliver them. The advice arrives already implemented rather than as a report.

  • Q4. Who do you work with?

    Companies whose records someone may later question: a regulator, an auditor, a court, a board, a client or an investor. The common thread is not the industry, it is that being unable to prove what a record says would cost you something.

  • Q5. We already have a development team. What would you do?

    Work alongside it, not instead of it. Your team knows the product and the domain better than we ever will. What we bring is the part they should not have to specialise in: the architecture that keeps four guarantees true while they keep shipping features.

  • Q6. Do you only work on new products, or existing ones too?

    Both, and existing ones are the harder and more common case. On a product already in production the question is not how to design it, but which guarantees it currently cannot make and what it costs to change that. The assessment says so before anything is built.

  • Q7. How is this different from a security audit?

    An audit tells you what is wrong and stops there. We stay for the part that fixes it, and we ship the components that carry the fix into your codebase. An audit is also a moment in time, while security by design is a property that survives the next release.

  • Q8. Our product is not regulated. Is this for us?

    Often yes. A regulator is the sharpest reason to need these guarantees, not the only one. Only one of the four, regulatory fit, depends on there being a supervisor at all. The better test is whether it would matter if one of your records were altered and nobody could prove it, or if a document reached a third party you did not choose. Trade secrets, client confidentiality, contested approvals and investor scrutiny all create that need without a regulator anywhere near it.

Internships

Student Projects and Internships

We host students and early-career engineers on real Private AI and Blockchain work, mentored by the team that builds these systems.

See Open Projects