Products & Solutions
We create agentic interfaces between domain systems and end-to-end agentic solutions for edge and custom use cases.
Your industry’s expertise.Built into AI.
At DataObserve, we put the world's hardest-won knowledge aiming at your industry problems to shape them & help you scale
// The DO Stack
Rebuilding AI from the ground up.
DataObserve develops AI applications for industry workflows. Domain models support those applications, with infrastructure configured around workload and deployment requirements.
Models & Algorithms
Domain-specific models with inference, fine-tuning and reinforcement learning grounded in domain data. Specialized deep learning, ML and custom algorithms address individual use cases.
Infra & Hardware
The environment that serves the models and, through them, the solutions. Tuned to our algorithms and workloads, configured to the governance and security of each domain, with custom hardware that speeds workloads and reduces latency.
// What it compounds
Shared context across our interfaces
All the work gets done in our system so scope and outcome stay aligned.
Work becomes training
Customer work improves any model that only the customer owns.
One complete stack
Once a user buys, the full system belongs to them. Solutions, Algos, Infra & Hardware.
// Leap today withDataObserve
Pick your Industry and see Dataobserve at work
Healthcare
Clear clinical and claims paperwork in minutes, so care teams stay with patients.
- Clinical Documentation
- Prior Authorization
- Claims Processing
- Patient Intake
Finance
Underwrite, reconcile and report at machine speed, every decision traceable.
- Credit Underwriting
- KYC & Onboarding
- Fraud Detection
- Regulatory Reporting
Real Estate
Turn acquisition and asset data into faster, better-underwritten investment decisions.
- Deal Analysis
- Underwriting
- Lease Abstraction
- Portfolio Reporting
Energy & Utility
Forecast demand, maintain assets and meet regulation across the entire grid.
- Demand Forecasting
- Asset Maintenance
- Outage Response
- Compliance Filings
// Leap today withDataObserve
Get your whole team using AI. Today.
From frontier models to out-of-the-box tools, discover everything you need to build and deploy secure, scalable AI that accelerates growth and results.
// Products
AI applicationsfor your industry’s work.
Applications that power through business and edge cases. Deploy them where you choose, and enjoy the control over your code, collaboration, metrics, workflows, and compute.
Q3-claims.pdf
renewals.xlsx
// Models
Models for every part of the work.Generate, search and understand.
Proprietary reasoning, coding, and medical models paired with an open-weights training library. Integrate them natively into your apps across cloud, VPC, or on-premises.
// Model Training
Adapt modelsto your domain.
Use your domain data to shape model behavior, then evaluate it against the tasks your teams need to complete.
// Leap for Intelligence
Train models on your own data and ship them this quarter.
- LoRA fine-tuning
- RLHF gating
- Domain adaptation
- LLM-as-judge evaluation
- Checkpoint promotion gates
- DPO alignment
- On-prem deployment
- On-prem distillation
- Fine-tuning (SFT)
- Domain adaptation
- Experiment tracking
- Checkpoint gates
- Model serving
LoRA fine-tuning// Leap for Efficiency
Turn slow, manual processes into automated workflows your team controls.
- Agent workflows
- Prompt-to-flow builder
- AI bug fixing
- Workflow health
- Visual data pipelines
- Process automation
- Flow export
- On-prem deployment
// Leap for Resilience
Catch data problems and resolve them on the spot without breaking your customer's or report's schema.
- Data observability
- Pipeline monitoring
- Freshness alerts
- Schema change detection
- Data lineage
- Data catalog
- Access governance
- Table format sync
// Leap for Productivity
Give every employee an AI assistant that knows your company's work.
- Enterprise chat
- Answers with sources
- Coding assistant
- Notebook support
- GPUs on demand
- No-code data apps
- Document search
