We develop custom Retrieval Augmented Generation (RAG) systems, integrated into your platforms through plugins and agents we build specifically for your business.
- RAG pipelines
- multi-LLM support
- custom plugin development
- agent orchestration
02 · Knowledge Base & Company Knowledge Bank
Turn your company's scattered data into one searchable brain.
We vectorize and organize your company's data (files, Google Drive, Dropbox, Slack, WhatsApp, email and other correspondence, local databases and BI tools) into a single, unified knowledge base. Search it semantically or by keyword, plug it into your AI pipelines, or access it through an MCP server.
- Chroma vector search
- custom replicator/vectorizer engine
- dedicated S3 buckets
- management dashboard
- semantic + text search
03 · AI Systems Integration
Connect AI to the tools you already use.
Fast AI integration with the chat platforms, email providers, calendars, and management tools your team already runs on, backed by a custom library of interfaces for popular platform APIs and a unified MCP server.
- chat platform connectors
- email & calendar integration
- unified MCP server
- custom API interfaces
04 · Data & Privacy Protection
Keep control of your documents and data.
Closed source LLMs give you direct API access to their models. We build a custom data management layer around that API, so you (not the model provider) stay in control of your documents and data.
- custom data management layer
- self-hosted options
- full control over training data
Every repetitive task in your professional workflow is a candidate for automation via LLM integration.
- Automate Scrum process
- Automate copywriting and content creation
- Automate digital media posting
- Automate and organise accounting
- Get sales and lead generation done for you
- Integrate automated code generation into your workflows
- Get designs by prompting
- Integrate fast document and image analysis
- Video transcription
- Create your digital sales persona
06 · IaaS: Model Provisioning
Run your own models, without running your own infrastructure.
Small Language Model provisioning, fine-tuning, and training. Embedding model provisioning and hosting.
- SLM provisioning
- fine-tuning & training
- embedding model hosting
We put AI researchers and engineers (backend, frontend, DevOps, AI/ML) directly inside your team, working in your tools and your sprints, not sending you a report and leaving.
- What we do
- Embed AI and engineering specialists into your existing team to hire, build, and ship, not just recommend.
- Why us
- Cross functional AI and full stack expertise, delivered through the same standardized protocols we use internally (Product Dev Protocol, Project Handoff Protocol, Project Setup Protocol) instead of ad hoc onboarding.
- Process
- Discovery. Scoping. Embedded delivery.
- Engagement
- Custom scoped, starting from a discovery call.
- Proof
- Process rigor and protocol driven delivery: Product Dev Protocol, Software Development Protocol, Project Handoff Protocol, Project Setup Protocol, Prototype Protocol, MVP Protocol.