01AI & Intelligent Transformation
Predictive Analytics & ML
Short answer
Machine learning, NLP and predictive analytics that turn data into decisions and alerts.
- Department
- AI & Intelligent Transformation
- Type
- AI-powered
- Related product
- Floush, LLM Router
What this service actually does
02Capabilities
Capabilities in the order they are usually built in a project.
01
Forecasting and classification models
02
Market monitoring and threshold alerts
03
Dashboards and executive report cards
Where it has been used
03Work examples
Projects and products where this service was delivered.
From discovery to scale
04Process
Every engagement starts with a clear problem and a success metric.
01
Discovery
A discovery session that defines the problem and a clear success metric.
02
Scope
Define the pilot, data, roles and phased plan.
03
Build
Design, build, test and deploy with a results report.
04
Scale
Phased expansion after results, with long-term support.
In the same department
05Related services
Services that usually go alongside this one.
01 / 04
Enterprise LLM & Fine-tuning
On-premise deployment of language models on your infrastructure, training and fine-tuning on your data, and RAG knowledge bases — without data leaving the organisation.
- On-premise setup, quantization and serving with vLLM and Ollama
- Data preparation, SFT, LoRA/QLoRA, DPO and evaluation for Persian
- Document indexing, vector databases and Persian Q&A
- Access control and audit logging
01 / 04
Enterprise LLM & Fine-tuning
On-premise deployment of language models on your infrastructure, training and fine-tuning on your data, and RAG knowledge bases — without data leaving the organisation.
- On-premise setup, quantization and serving with vLLM and Ollama
- Data preparation, SFT, LoRA/QLoRA, DPO and evaluation for Persian
- Document indexing, vector databases and Persian Q&A
- Access control and audit logging
02 / 04
AI Agents & Assistants
Autonomous agents and multi-agent systems that plan, search, call tools and report automatically — built with LangGraph, CrewAI and MCP.
- Enterprise Q&A assistants and smart search
- Tool use via MCP and multi-agent orchestration
- Trading Q&A assistant
03 / 04
Consulting and R&D
Feasibility, prototyping, intelligence pilots and phasing — advice before building.
- Feasibility and proof of concept
- Pilots with a clear success metric
- Enterprise architecture
04 / 04
Digital & Intelligent Transformation
An intelligence roadmap for the organisation: from a pilot on real data to phased expansion.
- Assessment and AI opportunities
- Pilot and phasing
- Team training
FAQ
Predictive Analytics & ML — what is it?
Machine learning, NLP and predictive analytics that turn data into decisions and alerts.
Predictive Analytics & ML: what does it include?
Forecasting and classification models; Market monitoring and threshold alerts; Dashboards and executive report cards
Predictive Analytics & ML: where has it been used?
Market Monitor
Where do we start?
With a discovery session and a small pilot that has a clear success metric; once results are in, the work expands in phases.
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