Enterprise RAG & knowledge assistants
Help teams find answers across approved SOPs, manuals and internal documents, with source references and an agreed approach to access and evaluation.
Explore enterprise RAGMore solutions.Built around your business.
Explore our full range of AI, immersive technology and software solutions. From a support assistant to a virtual lab or business application, start with a clear problem and an agreed scope.
Request a discovery callAI for everyday business work.
Knowledge, documents and voice: our established solution areas, available as custom implementations with a scoped pilot.
Document processing for warehouse receiving
Connect delivery-document intake, quantity checks, discrepancy review and receipt preparation. Keep staff approval before an update reaches the business system.
Explore document processingVoice-to-Form Automation
Turn a voice conversation into a structured form. Ask follow-up questions, handle corrections and check required fields before staff confirm the final record.
Explore voice-to-formSolutions for your daily operations
Business workflows
we automate
Apply AI, LLM and RAG capabilities to a recurring business task. We review your existing tools, agree the workflow and define a measurable first engagement.
Consulting, accounting & BPO operations
Client Intake & Follow-up Assistant
Organize incoming client documents, check them against a required-item checklist and flag missing or inconsistent information. Prepare follow-up drafts for staff to review.
- A focused starting point
- One intake checklist, up to two document types and one agreed destination.
- What we measure
- File readiness, missing-item detection and follow-up effort.
B2B support & service teams
Customer Support Copilot
Use RAG to find answers in approved product and policy documents. Draft replies with source references, summarize cases and suggest escalation for a support agent to review.
- A focused starting point
- One product line, one approved knowledge collection and one support queue.
- What we measure
- Answer correctness, source support and total handling time.
Manufacturers & distributors
RFQ-to-Quotation Assistant
Read requests for quotation, identify items and quantities, and match them to an approved catalogue and price source. Flag ambiguous matches and prepare a quote for sales review.
- A focused starting point
- One product family, agreed request formats and one approved price source.
- What we measure
- Item-match accuracy, correction effort and quote preparation time.
Sales, presales & bid teams
RFP & Proposal Response Assistant
Extract proposal requirements, retrieve approved answers and draft responses with references. Highlight unanswered questions and sections that need a subject expert’s review.
- A focused starting point
- One proposal template or questionnaire family and an approved content library.
- What we measure
- Requirement coverage, factual correctness and review time.
Procurement & supply-chain teams
Supplier Follow-up Assistant
Identify purchase orders awaiting confirmation, summarize supplier replies and flag proposed changes. Prepare reminders and exception reports for the buyer to approve.
- A focused starting point
- One purchase-order register, one shared inbox and agreed follow-up rules.
- What we measure
- Follow-up effort, unresolved exceptions and status accuracy.
Sales & account-management teams
Call-to-CRM Assistant
Turn approved call recordings or transcripts into structured notes, next actions and proposed CRM updates. Let the account owner check commitments and confirm the record before handoff.
- A focused starting point
- One meeting type, selected CRM fields and one sandbox destination or export.
- What we measure
- Record completeness, action accuracy and post-call administration time.
Start with a paid assessment and a separately scoped pilot. Agree data security, data integrity, access and review responsibilities before implementation. Integration, delivery timing and fees depend on the agreed scope.
Broader engineering capabilities.
AI agents, LLM applications, immersive experiences and the software that connects them to your business. Agree the use case, delivery scope and evaluation criteria before implementation.
AI agents & LLM applications
Use RAG (retrieval-augmented generation) to connect AI assistants to your internal documents, SOPs, and knowledge bases.
- Relevant knowledge retrieval with source references
- Permission-aware agent tools and integrations
- LLM fine-tuning and multi-agent orchestration
Voice AI & conversational systems
Build voice and chat experiences around defined tasks, including interactive form filling, agreed languages, and staff handoff.
- Voice-to-form capture, clarification and review
- Language and environment evaluation
- Call-handling integrations and human handoff
LLM evaluation & benchmarking
Compare models on representative tasks before choosing and maintaining an implementation.
- Task-specific evaluation datasets
- Correctness, latency, and cost comparison
- Failure analysis and regression checks
AR/VR training & simulations
Create interactive environments for learning, procedure practice, and product demonstrations.
- Manufacturing safety and healthcare procedure simulations
- Product visualization, virtual labs and spatial experiences
- Unity-based AR, VR, and simulations
Web, mobile & business software
Build applications, dashboards, and approval workflows around the systems your team uses.
- Web and mobile applications
- Inventory, invoices, and operational reporting
- APIs, microservices and system integration
- Cloud migration, DevOps and legacy modernization
Game & interactive application development
Develop games and interactive experiences with an agreed platform, content scope, and release plan.
- Unity and mobile game development
- Interactive learning and simulations
- Cross-platform product delivery
Applications across our engineering work.
Explore application areas featured in our earlier portfolio. Discuss current availability or a related custom project with our team.
3D Engineering Simulation
Interactive 3D environments for engineering demonstrations, product visualization and simulation workflows. Agree the required models, behavior and validation with your team.
Discuss engineering simulationMetaverse Real Estate Platform
Virtual property tours and interactive spatial experiences for real-estate presentation. Scope the environments, navigation and sales interactions around the intended audience.
Discuss virtual property experiencesKlip It — Digital Billing Platform
Digital billing, mobile invoice management and blockchain-backed transaction records. Discuss a similar application or integration, with transaction controls and system requirements agreed for your business.
Discuss billing softwarePhysics VR Lab
Immersive laboratory experiences for exploring physics concepts and interactive experiments. Define the learning goals, simulation behavior and supported devices before development.
Discuss a virtual laboratoryRoyelles — Gaming for Girls
Mobile gaming experience with character customization and interactive gameplay. Discuss Unity development, content scope and cross-platform delivery for a related game.
Discuss game developmentAR Painter
Augmented-reality learning experiences that bring digital content into a physical setting. Discuss an interactive educational AR application for your audience and devices.
Discuss an AR experienceData security
Agree access, hosting and retention for camera feeds, documents and model providers before implementation.
Data integrity
Preserve source evidence, validate outputs and review exceptions before records reach your business systems.
Human oversight
Keep important decisions with your team, with defined review steps for AI alerts and generated outputs.