Hyper-Tuned Precision
Domain-specific results on a dense Chemistry & Pharmacology English–Russian dataset. LexaForte significantly outperforms standard global providers on strict, complex domain testing.
Commercial baseline
Custom trained baseline
Hybrid NMT + LLM · Domain-sniped
Your bespoke model intrinsically knows your corporate language. Commercial-grade quality from as few as ~13 000 high-density client segments.
Scores measured with SacreBLEU on held-out domain data. LexaForte engines are fully private, tag-safe, and deployable on your infrastructure or ours.
Why LexaForte
Every component exists to eliminate the chronic failure modes of commercial black-box engines — data leakage, tag corruption, hallucination, and slow iteration cycles.
100% Stateless infrastructure. Data lives in RAM for milliseconds and is instantly wiped post-execution.
Competitors: Silently harvest data or store payload histories for training and optimization.
Architectural sterilization. We repair tags, eliminate artifacts, and balance small datasets for flawless output.
Competitors: Require massive, perfectly balanced corpora, otherwise models hallucinate or fail.
Style tweaks, terminology updates, or formatting corrections are hot-fixed statelessly via routing scripts within 24–48 hours without system offline.
Competitors: Require costly, unpredictable, and slow full-model core re-training cycles to fix repetitive translation errors.
Placeholders, tags and localized string formats (e.g. complex chemical subscripts or technical formatting) are natively hardcoded into the neural registry.
Competitors: Frequently corrupt code strings, placeholders, and XML/HTML formatting tags.
Dual-layer system. NMT core enforces terminology while fine-tuned LLM shapes humor and brand voice.
Competitors: Rigid, sentence-by-sentence “black-box” engines unable to capture brand style.
~150 MB INT8 quantized models optimized in C++. Runs on isolated, high-speed architecture or deploys natively in private cloud.
Competitors: Shared public cloud servers prone to rate-limiting, shared bandwidth bottlenecks, and high latency.
Flexible Deployment
Choose the path that matches your technical landscape — drop-in engine weights or a complete turnkey pipeline.
Option 1
For companies with existing TMS infrastructure
Option 2
For companies requiring an end-to-end solution
Value-Aligned Investment
We design, train, and deploy your custom hybrid prototype in 2–3 business days at $0 upfront cost. Localization teams receive a 14-day optimization window for validation.
Projected Volume: ≥ 8M characters / month
Then $50 per million characters
Projected Volume: < 8M characters / month
Then $50 per million characters
Transparent Maintenance Included: Two (2) hot-fixes per month + full core model rebuild every six (6) months.
Onboarding Roadmap
Secure, guided, and fully transparent — from first file to live production.
Days 1–3
Days 3–7
& Tier Selection
& Go-Live
Bespoke prototype engine delivered within 1–3 business days.
Send your sample files. Receive production-ready translations + full telemetry.
No credit card required · Full data sovereignty · 14-day optimization window