Read the documents you actually receive
Turn scans and document images into usable text before analysis begins. The document vision service runs within the engine’s hosting boundary; Justinian’s foundation was built for Arabic, French and English.

HAQQ’s AI engine for governments and enterprises
Put your organization’s knowledge to work.
Caesar gives your applications an AI engine that works with your organization’s records, instructions and software. It retrieves the right material, coordinates the tools and uses approved models to research, compare, draft and carry out permitted actions. Your teams get work they can check, in a deployment you control.
Caesar is the software around the AI model. HAQQ builds the knowledge structure, document processing, retrieval, memory, tool coordination and access controls. The selected model reasons over the material and generates the result. Together, they turn a request into work based on the information and rules of your institution.
Building directly on a model means your team also builds and maintains the retrieval, integrations, permissions and review logic around it. With Caesar, HAQQ supplies the common engine so your team can focus on its own data, applications and workflows.
A supplier may appear in a contract, an invoice and an inspection report. Linking those records lets Caesar retrieve the history behind a question about that supplier. The structured map of people, organizations, assets, documents and their relationships is the ontology. Your deployment defines what belongs in it.
Turn scans and document images into usable text before analysis begins. The document vision service runs within the engine’s hosting boundary; Justinian’s foundation was built for Arabic, French and English.
Bring earlier records and decisions into the current task, with their dates and workspace boundaries. A supplier’s previous review can inform the next one without being treated as a current fact.
Search connected records and approved external sources for information relevant to the request. Return references so the reviewer can open the material and check the answer against it.
Prepare and revise documents using the task’s sources, instructions and templates. Keep version history so the team can see how the document developed.
Connect document stores, databases and enterprise software through their available interfaces. Define what each connection can read or change; configure the integrations the workflow requires.
An agent is the part of the system that plans the work and uses tools to complete it. It can retrieve records, compare findings and prepare a draft, checking intermediate results and pausing for human approval where required.
The architecture
A request starts with a job to do. Caesar identifies the relevant records, the user’s permissions and the tools the job requires. It brings that context to an approved model, coordinates the work and returns the result for review. The ten decisions below explain what the engine resolves along the way.
What people use.
SovereignYour people work in HAQQ’s apps or your own, under your access rules.
Laws, regulations and your own documents, structured for the engine.
SovereignYour data never reaches the frontier models.
Checks, reasons and governs every request.
SovereignCaesar routes each task to the models you approve, and you can bring your own API key.
Where data and compute sit.
SovereignCaesar runs in HAQQ Cloud or on your own infrastructure.
The power behind every deployment.
SovereignYour deployment runs on the power of the site you choose.
Enable the local or external models your institution approves. Caesar retains the knowledge map, source connections and workflow rules around them. Changing a model means configuring and testing the new route while keeping that investment in the engine.
Model examples. Enabled integrations and API credential options are defined for your deployment.
Turn the request into a task the system can execute.
Establish what the user wants to achieve.
Select the relevant language, jurisdiction or domain framework.
Identify the people, organizations, assets and records involved.
Bring forward the relevant matter, case or workflow state.
Choose the permitted tools and sources needed for the work.
Choose an approved model for the task and deployment policy.
Match the level of work to the request.
Apply access boundaries, tool permissions and safety rules.
Keep the request associated with the right conversation and workflow.
Caesar prepares the task and retrieves the relevant material before asking a model to reason. Locally hosted services handle the agreed document and context work. Measure the resulting cost against your actual request volume, model mix and infrastructure; a useful comparison includes all three.
Applications and integration / Early access
Caesar is the engine; an application is how people use it. Connect an existing application, build a new one with your developers, or work with HAQQ on the experience your team needs. The interface, integrations and availability are agreed as part of the deployment.
An API lets your software send a task to Caesar and receive the result. Your developers can put research, document comparison or drafting inside the application your team uses.
MCP is a standard through which a compatible assistant can use external tools and sources. Discuss the supported connection and permissions for your deployment with HAQQ.
Define how users submit work, inspect sources, revise drafts and approve the next action. Select an appropriate HAQQ application or scope a custom interface around those steps.
Generations
Justinian powers HAQQ’s legal products. It was built to work with a matter’s facts, governing law, sources and professional review. Caesar is the next, industry-agnostic generation: the same architectural foundation applied to other records, procedures and work.
Generation 1 · Legal intelligence
The legal generation connects laws, matters, documents and precedent to research and drafting workflows.
Generation 2 · Intelligence across industries
Caesar connects the records and rules of other industries to research, analysis, drafting and approved actions. Each deployment defines the relevant knowledge, software connections and review responsibilities.
Agree a task, a representative set of records and a reviewer who knows the work. Check whether the sources support the result, whether important details are missing and how much correction the output needs. Measure time and cost alongside quality.
HAQQ publishes its own legal benchmark results on the Justinian product page. Those results concern legal tasks. A Caesar deployment needs an evaluation of the work your team will actually do.
Tell us the task your team needs to improve and the information it relies on. We’ll work through how Caesar could fit, what needs connecting and what a useful first deployment would involve.
A 30-minute conversation with the HAQQ team.
What we’ll cover
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