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Formatix AI

AI document & candidate-intelligence platform for executive search

Public overview — source code is private. This repo describes what the product does and how it's built.


The problem

Executive search firms spend hours turning raw candidate material — CVs, Hogan/psychometric reports, interview notes — into beautifully formatted, on-brand client deliverables (assessment reports, executive profiles, shortlists). It's high-skill, repetitive, error-prone work.

What Formatix does

Formatix turns that raw material into client-ready, brand-perfect documents in minutes, while keeping the consultant's judgment at the centre:

  • Notes-driven reports — consultants own the assessment; Formatix formats it faithfully and fits each section to a consistent length, with no AI "drift" or invented content.
  • Multi-format generation — pixel-accurate PPTX, DOCX and XLSX output that matches each firm's exact template, fonts and branding.
  • Document intelligence — OCR of scanned inputs, face-aware profile-photo extraction, psychometric chart rendering, and automatic section selection.
  • Per-run tailoring — role, report voice (1st/3rd person), and key criteria configurable per candidate.
  • MCP server — an @formatix-ai/mcp integration lets Claude, ChatGPT, Perplexity and Cursor drive the platform directly.

Status: Live in production with paying customers.

Architecture (high level)

Uploads (CV · Hogan · notes)  ─►  Extraction (multi-LLM, schema-validated JSON)
                                        │
            multi-model routing + fallback (Claude · Gemini · GPT)
                                        │
   Template fill engine (PPTX/DOCX/XLSX)  ─►  brand post-processing  ─►  client-ready file
                                        │
                          MCP server · REST API · web app

Tech

Python · Django · Django REST Framework · MySQL · multi-LLM (Anthropic Claude · Google Gemini · OpenAI GPT) with routing & fallback · python-pptx / python-docx / openpyxl · OpenCV (OCR & face detection) · Pillow · 2FA & OAuth · Azure · Apache · GitHub Actions CI/CD · Model Context Protocol server.


Built by Dominic Gonsalves · formatix.ai · open to contract / fractional AI roles

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Formatix AI — AI document & candidate-intelligence platform for executive search (public overview; code private)

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