Arkimetrix

AI Enablement: Secure Copilots & Automated Narratives

Unlock the power of your unstructured data. We design and deploy document intelligence, retrieval-augmented search, and automated reporting—built for enterprise governance and integrated into your Microsoft data stack.

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    Faster decisions

    Generate KPI commentary, summaries, and briefs in minutes.

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    Less manual work

    Extract fields from PDFs, emails, and forms with review loops.

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    Governed adoption

    Citations, permissions, logging, and evaluation to reduce risk.

The Shift: Traditional ML vs. Generative AI

Predictive ML finds patterns in structured data. Generative AI accelerates knowledge work by summarizing, drafting, and answering questions over documents—best when paired with strong data foundations and human review.

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Traditional ML

  • close Requires structured numerical data
  • close Outputs probabilities & classifications
  • close Requires large labeled datasets
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LLM & GenAI

  • check_circle Ingests unstructured text, PDFs, code
  • check_circle Outputs human-readable narratives
  • check_circle Rapid adaptation via prompting & examples

Why LLMs Change the Game

Transform your business operations with AI-powered solutions that use context, citations, and guardrails to deliver reliable outcomes.

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Unstructured Data Processing

Ingest PDFs, emails, contracts, and technical docs directly without manual data entry. We turn pixels into meaning.

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Contextual Retrieval (RAG)

Chat with your data. Our RAG pipelines ground answers with citations to the source documents and enforce access controls.

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Automated Narratives

Generate compliance reports, executive summaries, and audit findings instantly in your brand's voice.

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Governance & Evaluation

Guardrails, quality evaluation, and review workflows to keep outputs auditable.

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Workflow Automation

Turn answers into action with approvals, human-in-the-loop review, and tool integrations.

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Microsoft Integration

Connect to Fabric, Power BI, SharePoint, and SQL so outputs land where teams already work.

Use Cases Across Teams

From document-heavy workflows to analytics storytelling, we help teams ship practical GenAI that fits governance requirements.

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KPI Commentary

Auto-generate variance explanations and executive summaries from dashboards.

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Policy & SOP Copilot

Answer questions with citations, with role-based access to sensitive content.

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Contract Review

Extract clauses, surface risks, and draft summaries for faster legal triage.

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Reports & Briefs

Generate board packs, audit narratives, and compliance summaries in your brand voice.

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Support Agent Assist

Draft responses, summarize tickets, and suggest next steps from your knowledge base.

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RFP Responses

Draft answers grounded in approved content, with citations for fast review.

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Document Digitization

Extract fields from PDFs and emails into structured records with validation.

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Incident Summaries

Summarize incidents and draft postmortems from tickets, notes, and logs.

Don’t see your use case? We’ll build a shortlist for your team.

Get a Use-Case Shortlist arrow_forward

Send a 60-second brief

Get a tailored shortlist of high-ROI AI use cases, plus a recommended architecture and a fast path to pilot.

Pick a starting point

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What you’ll get

  • check_circlePrioritized use-case shortlist with effort vs. impact
  • check_circleRecommended architecture (RAG, governance, integrations)
  • check_circlePilot plan with milestones, risks, and success metrics
Prefer a call? Book time arrow_forward

Architecture

From Raw Data to Insight

Our delivery approach is designed for enterprise privacy and governance: controlled access, auditable outputs, and evaluation to reduce risk.

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Ingest

PDF, Docx, SQL

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Vectorize

Embeddings DB

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LLM Orchestration

LLM Inference

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Report

Automated Narrative

Client Impact

Financial Services arrow_outward

Automating Investment Memos

Reduced analyst research time by up to 85% (pilot) by summarizing earnings call transcripts into structured investment memos for review.

Legal Tech arrow_outward

Contract Risk Analysis

Built a RAG pipeline to ingest 50,000+ legacy contracts and surface key liability clauses in seconds—reducing review cycles from months to weeks.