Engineering Frontier Intelligence
Valens AI Studio builds AI systems for real-world work — from document intelligence and legal assistants to enterprise automation and drone analytics — and supports research in computer science and data science.
VAULT 2 · PII SCRUB
"[WORKER] called from [PHONE] re: [BUYER] order"
01Flagship Deployment
The WhatsApp-native AI operations brain deployed across Bangladesh's Ready-Made Garment (RMG) manufacturing sector.
Real-time Chain-of-Thought classification across Bengali (বাংলা), Banglish, and English chatter.
Customer data isolation (Vault 1) combined with in-flight PII sanitization to build de-identified training flywheels (Vault 2).
100% WhatsApp-native. Zero app downloads for factory supervisors; critical machine breakdown alerts delivered in private DMs.
Hands-free voice notes transcribed and classified on the fly — Bengali, Banglish, and English speech understood even on noisy factory floors.
Line Supervisor · Floor 2
Machine 4 needle broken, production stopped
09:41
Line Supervisor · Floor 2
09:43
"মেশিন চার নম্বরের needle ভেঙে গেছে, production থেমে আছে…"
02AI Services
From unstructured information to connected decisions. Purpose-built AI solutions for teams, enterprises, and ambitious technical projects.
Turn scans, PDFs, handwriting, and complex tables into validated, searchable data. Connect extraction to your business systems with confidence checks and human review.
Multilingual OCR · Layout understanding · Evidence-linked extraction
Give legal teams source-cited answers across contracts and case files, clause comparisons, obligation tracking, and review-ready summaries. Built to assist professionals, not replace legal advice.
Private legal Q&A · Clause analysis · Review workflows
Build assistants that reason over approved company knowledge and carry out scoped tasks across your tools, with permission-aware retrieval and approval gates for consequential actions.
Retrieval-augmented generation · Tool integration · Human oversight
Connect finance, procurement, HR, and operations through intelligent workflows that reconcile records, handle exceptions, and route decisions to the right people.
ERP / CRM integration · Process orchestration · Audit trails
Develop forecasting, anomaly detection, and optimization models for demand, maintenance, and resource planning, with interpretable outputs and uncertainty-aware evaluation.
Time-series forecasting · Anomaly detection · Scenario modeling
Transform camera and sensor data into inspection, object detection, and asset-monitoring systems. Optimize models for on-device inference where latency and connectivity matter.
Visual inspection · Video analytics · Edge deployment
Convert voice messages, calls, and meetings into transcripts, searchable knowledge, and structured actions, with support for Bengali, English, and code-switched speech.
Speech-to-text · Speaker segmentation · Voice-to-workflow
Support drone projects with aerial image analysis, mapping workflows, inspection models, telemetry integration, and edge perception. Mission planning remains subject to local flight rules and operator approval.
Aerial analytics · Geospatial processing · Simulation & integration
Prepare reliable foundations for AI: data pipelines, governed datasets, semantic search, and knowledge graphs that connect fragmented enterprise information.
Data quality · Vector search · Knowledge graphs
Move from a scoped pilot to a maintainable system with use-case discovery, model selection, safety testing, deployment support, and monitoring for quality, drift, and cost.
AI readiness · LLM evaluation · MLOps & governance
Scope the use case. Validate a pilot. Integrate and evaluate. Support the system in production.
Discuss Your Project03Research & Development
Technical research support for researchers, academic teams, and industry R&D — from a well-defined question to rigorous experiments and reproducible findings.
Collaborate on research questions, algorithm design, implementation, and experiment planning across machine learning, intelligent systems, and applied computing.
Problem formulation · Prototypes · Computational experiments
Support dataset preparation, exploratory analysis, statistical testing, predictive modeling, and interpretation with leakage-aware validation and transparent assumptions.
Study design · Statistical analysis · Reproducible notebooks
Organize relevant literature, compare methods, and develop evidence maps that help teams identify research gaps. Sources and claims remain traceable for researcher verification.
Literature synthesis · Method comparison · Citation verification
Investigate low-resource languages, speech understanding, retrieval systems, and vision-language models through dataset curation, adaptation, and task-specific evaluation.
Bengali & code-switching · RAG experiments · Model adaptation
Build baselines, ablation studies, error analyses, and documented experiment pipelines. Support replication and technical reporting without fabricated results or publication guarantees.
Baseline comparison · Ablation studies · Research artifacts
Explore aerial perception, sensor fusion, navigation algorithms, and edge learning through simulation, proof-of-concept development, and evaluation against real-world constraints.
Simulation studies · Sensor fusion · Research-to-prototype
Collaborative support with transparent methods, responsible data use, and researcher ownership of findings and authorship.
Discuss Research04Contact
Collaborate with us on enterprise AI, document and legal intelligence, computer and data science research, or drone systems.
