What We've Built
We don't just consult — we build and ship products. Our engineering tools power our client work. Our AI platforms serve enterprise customers. Our incubated startups are growing into independent businesses. Everything here runs in production.
Engineering Tools
Rust and TypeScript tools that power our development workflow and client engagements.
CogniGraph
Rust — Knowledge Graph Engine
Document storage, graph relationships, and vector embeddings in a single service. Pluggable backends (ArangoDB, CozoDB). Four search modes: vector, semantic, hybrid BM25+RRF, graph-augmented. Sandboxed Lua scripting. Async Tokio/Axum. Single binary.
IronFlow
Rust — Workflow Automation Engine
DAG-based orchestration with 96 built-in nodes. HTTP, files, S3, databases, AI embeddings/chat, MCP client, document extraction, image processing. Lua scripting. REST API. Single binary, zero dependencies. The open-source alternative to n8n and Airflow.
IronCrew
Rust — Multi-Agent Runtime
Compiled multi-agent runtime with Lua-defined crews. Parallel task execution, agent-to-agent MessageBus, shared memory with TTL, collaborative discussions, structured JSON output, REST API. Provider-agnostic (OpenAI, Groq, Ollama, Azure).
TinyCrew
TypeScript — Multi-Agent Framework
Bun-native agent orchestration for web applications. Shared memory, structured output via Zod, multi-model routing, agent-to-agent messaging, conversation history with auto-summarization, response streaming. OpenAI Responses API.
Cognitive-OCR
Rust — Document Extraction Engine
Cognition-aware extraction that triages documents before processing. Semantic map pipeline, local ONNX models for layout detection (25 classes) and OCR, VLM for complex pages. PDF, DOCX, PPTX, Markdown, images.
CogniGraph Chunker
Rust — Text Chunking Toolkit
Four strategies: fixed-size, delimiter, semantic, and cognition-aware with 8-signal boundary scoring. 70+ languages. Graph export for knowledge bases. CLI, REST API, Python bindings, Docker.
AI Persona Platform Suite
Products built on the Behavioral DNA Architecture for behaviorally authentic AI personas with 92%+ accuracy.
PersonaForge Enterprise
AI Persona Platform
4-layer Behavioral DNA Architecture creating personas from real interview data. RAGAS validation scores exceeding 0.8. Live enterprise deployment.
BehaviorSync
Behavioral DNA Extraction
Extract 50+ behavioral dimensions from transcripts (VTT, SRT, DOCX, Deepgram, Whisper). 92%+ pattern recognition. Batch processing of 100+ files.
TrueCoach
AI Training Simulations
Replace human role-players with AI personas. Sales, healthcare, customer service scenarios. Adaptive difficulty, competency scoring, LMS integration.
InsightFlow
AI Market Research
Persona-driven interviews, message testing, concept validation. 24-48 hour turnaround. Managed service or self-service SaaS.
PersonaCloud
Persona API-as-a-Service
On-demand validated personas via REST, GraphQL, WebSocket. SDKs for Python, JS, Java, .NET. Free sandbox tier. SOC 2 / GDPR compliant.
DomainPersonas
Pre-Built Persona Library
140+ curated personas: healthcare (45+), patients (30+), payers (25+), B2B decision-makers (40+). Quarterly expert-reviewed updates.
Data Analytics & Intelligence Suite
Advanced analytics, compliance, and evidence platforms for regulated industries.
TranscriptIntel
Conversation Intelligence
Interview and qualitative research analysis. Speaker diarization, sentiment analysis, behavioral pattern extraction, 25+ languages. Executive reports with evidence trails. 80% reduction in manual analysis time.
SyntheticForge
Synthetic Data Generation
Privacy-preserving synthetic datasets for ML training. Differential privacy, k-anonymity. Multi-modal (text, tabular, time-series). GDPR/HIPAA/SOX.
ComplianceForge
Regulatory Compliance
Automated compliance monitoring for FDA, EMA, ICH, GDPR, SOX. Predictive risk detection. Audit-ready documentation. 80% reduction in audit prep time.
SimilarityEngine
Precedent Analysis
Situational similarity across institutional knowledge. Multi-method search (vector, structural, temporal, contextual). Sub-2s across 1M+ documents.
EvidenceForge
Real-World Evidence
Evidence generation from EHR, registries, claims. Causal inference, survival analysis. CDISC/FHIR compliant. 95%+ regulatory acceptance rate.
QualityGuard
RAG System Validation
RAGAS evaluation (faithfulness, relevancy, precision, recall). CI/CD integration. Production monitoring. 98%+ quality issue detection rate.
Standalone Products
Independent products and incubated startups.
Vidifo
Visual Digital Forensics — Patent Pending
Multi-LLM video and image analysis for law enforcement. Edge-based processing on mobile hardware — no cloud upload of sensitive footage. Cryptographically verifiable, tamper-evident processing chain. Patent Filing #20252007063831.
PLU Finder
Incubated — Produce Intelligence Platform
1,540+ PLU codes with AI-enriched profiles. api.plufinder.com for REST access, mcp.plufinder.com for AI applications. Thousands of monthly users across .com, .nl, .pt, .es domains. Trademark pending (EUIPO).
Zeento.Cloud
Incubated — Cold Chain Intelligence
Prevention-first cold chain platform. Commodity intelligence layer with Codex standards. Guardrails that prevent damage, not just report it. Universal sensor compatibility. Semantic search for operational guidance.
Interested in our products?
Contact us to discuss licensing, integration, or how our products can power your own solutions.
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