AI Solutions

AI and automation for
your investment firm

From LLM-assisted research workflows to customer chatbots and internal copilots.

What We Do

Service overview

AI quant analytics platform

Reproducible portfolio analysis, backtesting, and investor reporting using a catalog of deterministic methods with LLM-assisted planning.

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Custom AI workflows

LLM-assisted workflows for research, compliance, KYC, and internal knowledge management.

Chatbots & assistants

Investor-facing website bots and intranet Q&A assistants for staff knowledge retrieval.

Agentic AI

AI workflows & agentic solutions

We design and deploy LLM-assisted workflows on Azure OpenAI to automate complex, multi-step processes across your organization.

Our agentic solutions combine reasoning, tool use, and human-in-the-loop controls to handle research tasks, compliance checks, and internal knowledge retrieval.

  • Research assistants that summarize papers and generate memos
  • KYC and compliance workflow automation
  • Internal copilots for analysts and portfolio managers
  • Document processing and data extraction pipelines
Data layer
Documents, databases, APIs
AI Agents
Reasoning, tools, orchestration
End Users
Analysts, managers, clients
Interfaces

Chatbots & digital assistants

Investor-facing website bots

Answer common questions, provide fund information, and guide prospects.

Intranet Q&A for staff

Help employees find policies, procedures, and institutional knowledge.

RAG knowledge retrieval

Search across internal documents, research, and records securely.

Secure & Azure-hosted

Enterprise security, audit logs, and compliance controls built-in.

Timeline

Engagement examples

6-week PoC

Prototype one AI workflow or chatbot to demonstrate value and gather feedback.

6 weeks

Business unit rollout

Deploy and refine AI solution for a single team or department with training and iteration.

3 months

Global rollout pattern

Scale proven solution across multiple regions and business units with governance.

6-12 months