What We Build

Choose what should improve. We will build the system behind it.

We build AI-powered tools, systems and products for banking, insurance, investment and advisory teams. Start with the business problem; we handle the design, software, integrations, testing and deployment needed to make the result useful.

Three ways to work with us

Start with the kind of change your business needs.

Automate recurring work, build an internal or customer-facing product, or add software and AI engineering expertise to your team. We choose the approach around your users, systems and expected result.

AI workflows and automation

Replace slow, expensive, or fragmented internal work with agents and applications connected to the systems your business already uses.

  • Internal agents and workflow orchestration
  • Document, knowledge, and decision systems
  • Integrations, controls, and production support

AI-powered tools and products

Build internal tools and customer-facing applications that combine software, AI, your data and business rules around a useful task.

  • Product discovery and user experience
  • AI, application, and data engineering
  • Launch, evaluation, and iteration

Software and AI engineering

Work with senior software and AI engineers alongside your team, from architecture and integrations through testing, launch and handover.

  • Embedded product and technical leadership
  • Architecture, engineering, and delivery acceleration
  • Team enablement and knowledge transfer

Start with the change you want

Your users should not have to adapt to the AI.

We learn what people need to accomplish, how they work today, and what could go wrong. Then we design the experience, AI behavior, software, data connections, and safeguards around them.

Know how it performs

Test the system against real work before relying on it.

We agree on expected results, test realistic situations, study failures, and show you where the system is ready and where people should remain involved.

Our products

Products built around real work.

Explore document workflows, business-data answers, sensitive-data discovery, regulatory intelligence, and controlled financial reporting. We help you assess product fit and identify where a custom build is needed.
Document and workpaper automation

Underlying

Analyze diligence files, policies, contracts, and workpapers with supporting sources and human review.

Answers from business data

SemeLabs

Query approved ERP, finance, and operating data with visible SQL and checks on the results.

Sensitive-data discovery and review

Pelestra

Discover sensitive data, inspect exposure and lineage, and record review decisions across connected sources.

Regulatory publication↳ Reviewed guidance
Regulatory intelligence

Regoscope

Follow regulatory publications, compare editions, inspect cited evidence, and prepare interpretations for review.

Approved workbook↳ Reviewed report
Controlled Financial Reporting

Repdate

Connect approved workbook figures to recurring financial reports in Word, with source evidence, material changes, and independent checking in view.

Why AI projects lose momentum

The business problem, user experience, data, software, security, and launch plan often sit with different teams. Progress slows when no one connects the whole result.

  • A promising demo with no path into daily work
  • AI behavior disconnected from the user experience
  • Integration and evaluation postponed until late in the project

What we bring together

A complete product that connects the user experience, AI behavior, application software, data, integrations, safeguards, measurement, and support after launch.

  • Working releases with representative users
  • Evaluation tied to the real use case
  • Deployment, documentation, and knowledge transfer

Examples of what we can build

From internal agents to customer-facing AI products.

The right result depends on the problem. It may be an agent for your team, a new customer experience, a knowledge system, or a decision tool built on trusted business data.

Internal operating agent

A role-aware agent works across approved business systems to prepare work, coordinate actions, surface exceptions, and leave consequential decisions with the right people.

  • Scoped tools and permissions
  • Observable actions and exceptions
  • Human approval where the risk requires it

Customer-facing AI experience

An AI-native product helps customers answer, decide, create, or complete a task that standard software leaves slow or difficult.

  • Designed around a real customer job
  • AI behavior integrated into the product experience
  • Usage and quality signals after launch

Document and knowledge system

Complex material becomes a searchable, source-visible, and reviewable system for analysis, preparation, reporting, or decision support.

  • Retrieval and structured extraction
  • Source references and confidence signals
  • Interfaces designed for the people doing the work

Governed data and decision product

Business users get useful answers and actions from approved operational data without losing visibility into logic, scope, and responsibility.

  • Approved data access and business context
  • Visible logic or SQL where appropriate
  • Validation and operating controls

Choose a focused product or a custom build.

Explore products for document work, business data, sensitive-data discovery, regulatory intelligence and financial reporting. We help you assess the right fit for your processes and systems.

OpenAI Select Partner

Technology partnership

Build with an OpenAI Select Partner.

We design and integrate OpenAI services within your approved architecture.
See how we approach security

Have something in mind?

What could your business do better with AI?

Tell us about the problem, product, or customer experience you want to improve. We will help you choose a useful first release.