Professional services that make AI actionable, aligned, and trusted
Galorath AI Solutions Services help clients transform AI potential into real-world planning and estimation performance. Our services support the full lifecycle of SEERai™ deployment, from secure data preparation and LLM customization to agent development and governance.
Overview of AI Solution Services
AI solutions are only as effective as their implementation
Our services are structured into four modular tiers that align with your AI journey, from pilots to full-scale deployment:
- AI Kickstart – Rapid SEERai readiness: data prep, tagging, and vectorization
- Integration Studio – LLM training, domain adaptation, and estimation-tuned agent development
- Governance & Monitoring – Ongoing model validation, bias detection, audit trail setup, and performance tuning
This tiered structure ensures every client can start where they are and grow into more advanced AI estimation capabilities over time.
AI Kickstart
Data Preparation & Readiness Services
Build a strong foundation for SEERai adoption with curated, compliant, and secure training data.
- Data Curation and Labeling – Identify and label the right estimation artifacts to support accurate model training
- Data Structuring - Convert unstructured sources (e.g., spreadsheets, historical reports) into vector-ready formats
- Secure Data Segmentation - Apply role-based access controls and tenant-specific separation for sensitive datasets
- Federated Learning Setup - Configure distributed training strategies for privacy-preserving environments
Integration Studio
LLM Training & Estimation-Tuned Customization
Align SEERai agents with your estimation processes, language, and modeling standards through secure and structured tuning.
- Estimation-Focused Model Training - Fine-tune SEERai using historical cost models, business rules, and domain-specific terminology
- Agent Training & Refinement - Adapt prompt libraries and response logic to your workflows and decision-making patterns
- Reinforcement Loops - Enable ongoing learning cycles using feedback from estimation teams and model users
- Privacy-Compliant Training Protocols - Ensure all customization aligns with internal data policies and audit standards
Governance & Monitoring
Ongoing Model Oversight & Risk Management
Sustain trusted AI performance with structured monitoring, audit support, and compliance safeguards.
- Audit Trail Design - Capture estimation logic, source data lineage, and agent decisions for traceability
- Bias & Drift Detection - Identify and respond to model anomalies that impact accuracy or fairness
- Model Health Monitoring - Maintain consistent outputs across evolving datasets, prompts, and users
- Support & Adaptation - Continuously update models and agents as business requirements change
Key Benefits
Accelerated Estimation with Embedded AI
Reduce planning cycle time by integrating estimation-tuned agents into cost workflows
Domain-Aligned Model Performance
Fine-tune LLMs and SEERai agents using estimation logic, cost taxonomy, and historical structure
Responsible AI & Governance
Ensure traceability, compliance, and bias detection with structured audit trails and monitoring support
Scalable Architecture for Growth
Start small with SEERai pilots or data prep, then scale agentic workflows across business units or programs
“The SEER tools are equally strong at estimating both software and hardware costs. When you use a parametric model like SEER, you reduce uncertainty by deconstructing the project into smaller, well-defined components, the cost estimate of which can be more readily critiqued by the technical and program management staff. SEER is easy [to use] and intuitive.”
Ready to Operationalize AI for Estimation?
Whether you’re preparing SEERai for launch, building custom agents, or ensuring AI compliance, Galorath can meet you where you are.
Start with the solution that fits your needs:
- Just getting started? Begin with AI Kickstart
- Need model tuning and integration? Engage Integration Studio
- Require audit and bias control? Use Governance & Monitoring
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