The Compliance Challenge
in AI Development

Regulated enterprises face challenges with AI ranging from safety, privacy, security and governance to compliance.

Lack of Auditability: No clear source attribution or decision traceability
Data Privacy Risks: Sensitive information exposed to third-party AI providers
Regulatory Non-Compliance: Agentic systems performing actions that fail to harmonize with SOC 2, HIPAA, GDPR, or EU AI Act
Vendor Dependencies: Expensive subscriptions with no ownership or control
Accuracy Uncertainties: No guarantees on output quality or reliability 40% project failure rates

We get you quality results

How We Build

01 Strategy & Goals

Goals, desired state, benefits realized

02 Discovery, Process, Control Mapping

Map to your policies, SoD and workflows

03 Next Day Prototype

2 hour private instance configuration with open-
source Odyssey AI, agent integrations and MCP tools

04 Design Governed Agents

Design logic, roles, configure guardrails, risk scoring, HITL approvals, integrations, outputs

05 Bind to trusted data

Curated data or synthetic, Dataset Targeting, versioning,
explainability, audit trails, citations

06 Build, Validate, Fine Tune

Sandbox runs, eval sets, red-team tests, acceptance criteria, 97% accuracy SLA

07 Hand-off, Production & Own it

Source code, runbooks, knowledge transfer and control tower monitoring. Deployable on-prem, VPC or cloud options (GCP, AWS, Azure, Grok, OVH Cloud)

Have use cases in mind? Let's scope them live.

Get a Next-Day Prototype

Week 1. Discovery

Goals, Use Cases, Market, Stakeholders (People, Process, Technology, Data)

Week 2. Design & Analysis

Sandbox Private AI, Training Data, Agent Workflow Configuration, Evals, AI Readiness, Gaps & Risk ID Compliance

Week 3. Fast Track

Fine Tune, Train, Refine Test AI Results, Demos, Iterations

Week 4. Proof of Concept

Demo Day, Refine, Validate Go-Live Plan

Week 5-6. Launch and Training

Acceptance Guarantees, Evaluations, Knowledge Transfer, Move into production environment

About us

Accelerate AI Development and Launch Faster with Odyssey AI APIs

API-first architecture
Everything you can do in the UI is available via APIs for provisioning agents, policies, datasets and evals.
150+ connectors via secure MCP
Connect to ECM, GDrive/OneDrive, DBs, Tools in minutes. No more data silos.
Developer docs & samples
Try the Odyssey AI APIs with runnable examples and Postman collections.
GenAI Open Source ready in 2 hours Save 70% vs. Build-and-License Models

View API Docs

"As a leading tumor specimen provider, Bio-Options required an accurate solution for classifying tumors. We tried mainstream AI models like GPT and Gemini but they fell short and privacy is critical. InteliGems Labs' process quickly advanced us from concept to a pilot customized to our needs. The results are amazing: $400,000 in annual savings, 80% faster order fulfillment, and a 20% increase in orders."
‍

Larry Blocher

M.D., J.D., CEO, Bio-Options

"We tried commercial LLMs such as GPT and Gemini, but they proved inadequate as zero-hallucination, in-line source citation and accuracy were critical to us. InteliGems Labs undertook R&D activities to invent new algorithms and ML designs to solve data extraction, augmentation and retrieval challenges at scale. I am confident the resulting technology will enable Harmony to deliver 10x value to our clients."

Leticia Lazaridis Goldberg

COO, Harmony Analytics

Committed to Private AI and Secure Data

Your data is encrypted, isolated and stored in dedicated instances.

Private AI Model Engineering
Odyssey AI (custom small LMs), Gemma/Llama bases, PEFT (LoRA/QLoRA), SFT/DPO, and safe quantization (AWQ/GPTQ) for private, domain-tuned models.

Orchestration & Agents
Odyssey Agent Fleet & Control Tower (MCP), LangChain/LangGraph, Ray; n8n for workflow automation and system triggers.

Inference & Serving
vLLM, Triton, TGI, ONNX Runtime, TensorRT-LLM, Groq (LPU) with autoscaling and safe rollbacks.

MLOps & Governance
K8s (GKE/EKS), Docker, Terraform, CI/CD (GitHub Actions/Azure DevOps), Vertex AI (Pipelines/Registry/Monitoring), Prometheus/Grafana, OpenTelemetry; SoD/RBAC, PII redaction, audit-ready evidence packs.

Security & Compliance

Save 70% on TCO: Technology Behind Our Solutions

We design and build governed, private AI systems from data pipelines to deployment in your VPC.

We integrate open-source (Odyssey AI + Others) and enterprise MLOps stacks into compliant, auditable systems.
Evidence and audit trails are by default, enabling ISO/SOC2 aligned governance.