MIL Team Engineering

MIL Team Engineering

We introduce Artificial Intelligence into business processes: process metrics are growing and the ROI of implementation is positive

Enterprise projects with unclear requirements

Starting work without specifications, in short increments, flexibly changing the backlog and team composition. We solve problems from UX to ML with proactive hypothesis formation and expert support

Full Stack AI Services

Working with strict deadlines and changes in requirements in the process. Packaging complex AI models into end-to-end turnkey services and technical support with support for an agreed SLA

Working with data: from crawling to markup

Collection of data from open sources, generation of sets of samples and tasks in Toloka, preparation of data marts for the target task

AI transformation
Human-in-the-Loop

Business process analytics taking into account the automation of AI models, output of the ML model to the business process in the first sprints and ensuring positive ROI

Requirements and architecture analytics

Formation of a vision for strategic goals, working with sensitive data and taking into account the wishes of the Security Council, technical architecture based on market trends

ML Ops infrastructure

Building continuous integration of models, systems for tracking their quality, debugging data flows and setting up prototyping, testing and production circuits/

MVP development crisis management

Crisis management of MVP development Research of requirements and validation of hypotheses based on a series of prototypes, crisis management after the failure of the previous team and high-quality SLA service

ML competencies of the engineering team

DOCUMENT MANAGEMENT AUTOMATION
OCR and NER models
Document routing
Segmentation and clustering
CUSTOMER SEGMENTATION
Based on data: transactions, tabular, activity, text, psychological, cookies, touchpad and mouse
PREDICTIVE ANALYTICS
Forecast metrics: demand, LTV.
Estimation of future values: prices, sales, leads.
VIDEO
ANALYTICS
Control of business processes: from personal protective equipment to stages of the business process
CHAT BOTS AND AUTOMATION
Chat rooms and lead generators, agents based on ChatGPT, chatbots for the target task
SCORING AND RECOMMENDATIONS
Recommender systems
Scoring models
GENERATIVE MODELS
Generation of pictures, videos, text for business process automation
SMART
SEARCH
By products on marketplaces, by information on the website and by search engine results
SYNTHETIC DATA
Expanding the sample by augmentation and creating data for the task
AND NOT ONLY...
We undertake the implementation of various tasks, as we have extensive experience in solving applied projects.

We help companies in industries

Technology stack

How we are working

Fix price
Timing, results and cost per stage are fixed
By time
Payment for team time spent per sprint
Combination
Custom pricing options

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