Production-grade NLP training, evals, and safety.
ALGONLP builds NLP training pipelines, evaluation harnesses, and safety layers so your models ship with measurable quality.
Training, eval, and safety
Focused on model quality, reliability, and compliance. Built with eval harnesses, data ops, and guardrails.
Domain-tuned training with safety conditioning.
Eval harnesses with golden sets and red-team checks.
Serving, monitoring, and rollback paths.
Our companies
Results from recent launches
Response time reduction by routing + structured QA checks.
Automation with guardrails and human escalation paths.
Improved regression score after data curation and fine-tuning.
A focused path to production
Discovery
Define the use case, success metrics, and constraints.
Data + evals
Curate data, build golden sets, and set evaluation gates.
Training
Fine-tune and align the model with safety conditioning.
Launch
Deploy with monitoring, guardrails, and rollback paths.
From intake to production launch
A live view of the agent delivery pipeline, built for speed and reliability.
Experience the concierge flow
See how the agent confirms details and escalates when needed.
Auto-summary for human escalation when needed.
Web, WhatsApp, and voice with the same logic.
Captures details and confirms next steps.
PII filtering and policy-safe responses.
Model training
Fine-tuning, LoRA, and safety conditioning for your domain.
Data ops
Curation, augmentation, and labeling workflows with QA.
Evaluation
Golden sets, red-team checks, and regression tracking.
Serving & monitoring
Latency, cost, drift detection, and rollback paths.
Guardrails
Policy filters, PII scrubbing, and escalation design.