Future
Built for the next wave of enterprise operations, where AI becomes part of daily decisions, workflows, and growth systems.
Future Intelligence eXperience
Enterprise AI that ships.
Intelligence that scales.
FIX Intelligence is a part of FIX Solutions JSC, created to help SMEs, startups, and enterprises turn AI, data, automation, and agentic systems into measurable business capability.
FIX SOLUTIONS JSC / AI DIVISION
AI is only valuable when it becomes part of how the business runs.
We bring consulting, engineering, data architecture, software delivery, and adoption support together so AI becomes a durable operating advantage, not a disconnected experiment.
BRAND MEANING
F.I.X. means Future Intelligence eXperience.
FIX Intelligence carries the strength of the FIX ecosystem into a new AI-focused identity. The name represents a future-ready intelligence experience: where strategy, data, automation, and human-guided AI work together to help businesses move from ideas to measurable outcomes.
X
The X is the signature: AI signals, search intent, ranking data, and human-AI collaboration crossing into strategy.
Intelligence
Turning business data, search signals, documents, and operational knowledge into usable insights and smarter execution.
eXperience
Designing AI that people can actually use: clear interfaces, reliable outputs, governed workflows, and practical adoption.
49+Team members across delivery capability
9+Years of technology delivery experience
2-4Week target kickoff after scope confirmation
GlobalDelivery coverage from Vietnam to international teams
WHY FIX INTELLIGENCE
Deep expertise. Practical delivery. Intelligence built around your business.
From the first AI opportunity to a production system, FIX Solutions JSC brings technology and delivery capabilities together around your goals.
Expertise & high performance
Built for Complexity. Engineered for Scale.
FIX brings AI, data, software, and cloud delivery capabilities together to build systems that fit real operating environments and are ready to grow.
Partnership & trust
Your Strategic Partner in the AI Era.
Work with one partner from discovery and governance through implementation, adoption, and ongoing operations, with clear decisions and human oversight.
Action & results
From Strategy to Production—Faster and Smarter.
Move from a prioritized roadmap to architecture, development, integration, deployment, and team enablement through a connected delivery process.
Direct & modern
The Intelligence Layer for Modern Business.
Connect agents, data, and automation to the tools and workflows your people already use, turning AI capability into practical day-to-day work.
WHAT WE DO
Full-spectrum AI services for consulting, implementation, and scale.
01
AI strategy and consulting
AI readiness, use-case discovery, ROI planning, governance foundations, and a practical roadmap from idea to production.
Let's discuss02
AI agent platforms
Enterprise copilots and multi-step agents that use approved tools, business context, APIs, and human-in-the-loop controls.
Let's discuss03
AI product development
Customer-facing AI products, internal platforms, model-powered features, secure APIs, and experiences built to ship.
Let's discuss04
RAG and knowledge systems
Private knowledge bases, semantic and hybrid search, document ingestion, citations, access control, and AI search.
Let's discuss05
Data engineering and analytics
ETL/ELT pipelines, warehouses, data lakes, dashboards, data quality, vector stores, and AI-ready foundations.
Let's discuss06
AI training and adoption
Executive briefings, team workshops, prompt systems, department playbooks, change management, and enablement.
Let's discuss07
Computer vision and NLP
Object detection, equipment monitoring, document processing, data extraction, sentiment analysis, and assistants.
Let's discuss08
AI security and operations
Evaluation, guardrails, observability, cost tracking, prompt-injection defenses, rollout controls, and continuous support.
Let's discuss09
AI for quality and training
Automated quality reviews, interaction scoring, skills-gap insights, role-play simulations, and personalized training workflows for service and operations teams.
Let's discuss10
Accent neutralization and translation
Speech processing that improves accent clarity and supports multilingual translation for live conversations, recorded audio, and global customer support.
Let's discuss11
Chatbot AI
Conversational assistants for websites, messaging channels, and internal teams, grounded in approved information and connected to business workflows.
Let's discuss12
Voice AI
Voice agents for inbound and outbound calls, appointment handling, customer support, and task automation with handoff to a human when needed.
Let's discuss13
AI-powered recruitment
Recruitment workflows for CV parsing, candidate matching, interview coordination, structured interview insights, and recruiter decision support.
Let's discuss14
AI analytics
Turn operational and business data into natural-language exploration, predictive insights, anomaly detection, and decision-ready dashboards.
Let's discuss15
AI knowledge base
Searchable, permission-aware knowledge systems that organize company documents and deliver grounded answers with source references.
Let's discuss16
AI workflow and process automation
Connect AI with business applications to automate repeatable processes, route decisions, manage approvals, and keep people involved where judgment is needed.
Let's discussPRODUCTIZED AI SOLUTIONS
Concrete systems FIX Intelligence can consult, design, build, and operate for business teams.
Talent intelligence
ATS + Interview AI
An AI-enabled recruitment system for candidate intake, screening, interview scheduling, structured interview notes, fraud signals, scoring, and hiring reports.Screening automationInterview summariesCandidate scoring
Computer vision
Camera AI
Vision systems for monitoring, detection, safety checks, site visibility, object recognition, alerts, and operational dashboards connected to real camera feeds.Real-time detectionEdge or cloud optionsAlert workflows
Document AI
OCR Document Intelligence
OCR, classification, field extraction, handwriting support, validation queues, search, and structured data outputs for contracts, forms, invoices, and operational documents.Text extractionLayout preservationHuman validation
INDUSTRIES WE SERVE
AI shaped around the work your industry needs to do.
FIX Intelligence combines strategy, engineering, data, and responsible implementation to address the operating realities of each sector.
Ecommerce & Retail
Apply AI to product discovery, customer support, demand forecasting, inventory insights, and personalized shopping experiences.
Healthcare & Healthtech
Streamline document processing, patient and member support, operational workflows, and knowledge access with privacy-aware controls.
Automotive & Logistics
Support fleet visibility, route and dispatch workflows, document automation, predictive operations, and camera-based monitoring.
SaaS & Software
Build AI features, product copilots, knowledge search, support automation, and intelligent workflows into software products.
Public Sector
Improve document-heavy services, information access, case workflows, and service operations with human review and governance.
BFSI & Fintech
Explore AI for document intelligence, customer operations, risk insights, anomaly detection, and workflow automation.
WHO WE SERVE
Built for Visionaries, Scale-Ups, and Enterprises.
From fast-growing startups to global enterprises, we tailor AI solutions to each organization's ambition, operating context, and readiness to scale.
Startups & Founders
Validate AI product ideas, build differentiated features, and establish the data and engineering foundations to move from prototype toward production.
SMEs & Scale-Ups
Improve everyday operations, customer experiences, and decision-making with AI capabilities that fit your current systems, team, and stage of growth.
Enterprises & Corporate Teams
Modernize complex workflows, connect business platforms, and deliver governed AI systems with integration, security, and adoption needs in mind.
PROBLEMS WE SOLVE
Enterprise AI Solutions for Industry Leaders, Scale-Ups & Tech Founders
Bring the right engineering capability to the challenge, from building a first AI product to modernizing core platforms and automating complex operations.
Fast-Growing Startups & SaaS
Rapid MVP engineering, AI model integration, and scalable cloud foundations.
Mid-Market Enterprises
Modernizing legacy software, data pipelines, and workflow automation.
CTOs & Product Teams
On-demand AI engineering, staff augmentation, and specialist capacity.
Enterprise IT Operations
Automating multi-step workflows with secure AI agent platforms.
ENGAGEMENT MODELS
Choose how FIX Intelligence works with your team.
Start with the commercial structure that fits your current stage: a long-term AI team, specialist capacity inside your workflow, or a defined project with delivery ownership.
Long-term roadmap
Dedicated AI Team
A stable FIX Intelligence team aligned to your product roadmap, data priorities, delivery rhythm, and ongoing AI operations.Best for continuous product development and AI capability building.Add specialist capacity
AI Staff Augmentation
Add AI engineers, data engineers, ML specialists, product, QA, cloud, or DevOps talent into your current delivery process.Best when your team manages delivery and needs focused expertise.Defined outcome
Project-Based Delivery
FIX Intelligence owns a defined AI scope with milestones, QA gates, deployment, documentation, training, and handover.Best for launching an AI product, proof of value, integration, or modernization effort.TECHNOLOGY STACK
Selected around the use case, your data environment, security needs, and deployment target.
Backend and CMS
Payload CMS 3, MongoDB, Next.js Route Handlers, REST API, GraphQL API, admin workflows, lead management
Models and AI frameworks
OpenAI API, Azure OpenAI, Hugging Face, LangChain, LlamaIndex, PyTorch, TensorFlow, scikit-learn
Agents and automation
Tool calling, workflow orchestration, business APIs, human approval flows, CRM and ERP integration
Data and retrieval
MongoDB, PostgreSQL, vector databases, ETL/ELT, data warehouses, data lakes, semantic and hybrid search
Cloud and deployment
AWS, Azure, Google Cloud, Docker, Kubernetes, CI/CD, monitoring, secure production environments
HOW WE WORK
Practical by
design.
We start with the workflow, decision, data source, or customer moment worth improving. Then we design the right AI pattern, build the smallest useful system, prove it, and harden it for real operations.
Focused on measurable business outcomes
Built to fit existing tools, teams, and data
Designed for governance, observability, and scale
01 / Frame02 / Build03 / Learn04 / Scale
AI DEVELOPMENT LIFECYCLE
01
Discovery
02
AI strategy
03
Data preparation
04
Model selection
05
RAG or tuning
06
Application build
07
Evaluation
08
Deployment
09
Monitoring
10
Improvement
DELIVERY TIMELINE
Useful planning ranges, shaped around the work.
Delivery timing depends on scope, access, integrations, technical risk, and team composition. These ranges are a starting point; we confirm the plan after discovery.
Discovery & Scope
Align on business outcomes, review data and system access, identify integration needs and risks, and agree on a delivery plan.
Focused MVP or Feature
Build and validate a defined AI product, workflow, or feature. Timing depends on scope, integrations, and readiness of the data and systems.
Dedicated-Team Kickoff
After scope confirmation, assemble the team, align ways of working, arrange access, and prepare the first delivery cycle.
Modernization
Sequence modernization around system dependencies, business criticality, integration complexity, and cutover risk.
FAQ
What buyers usually ask before starting AI work.
01What type of AI services can FIX Intelligence provide?
We support AI strategy, agent platforms, AI product development, RAG and knowledge systems, automation, data engineering, analytics, AI training, governance, deployment, and ongoing operations.
02Do you only build AI for websites?
No. Website AI is only one use case. We build agentic systems, internal copilots, workflow automation, enterprise knowledge systems, model-powered applications, data platforms, and production AI features.
03Can you work with our current tools and systems?
Yes. The stack is selected around your existing applications, cloud environment, data sources, security policies, and team capability rather than forcing one fixed platform.
04Do you provide consulting only, or full implementation?
Both. FIX Intelligence can help with discovery and roadmap planning, then continue into architecture, development, integration, testing, deployment, training, and support.
05Who is this service for?
The service is designed for SMEs, startups, and corporate teams that want practical AI adoption with clear business outcomes, not experimental demos without ownership.
FIX INTELLIGENCE / INSIGHTS
Ideas for putting AI to work.
AI FinOps in 2027: Managing Inference Costs at Scale
Measure cost per AI outcome, route work across model tiers, and keep production AI economically sustainable.
Read article
Enterprise AI Governance in 2027: Runtime Controls That Scale
Turn governance policy into practical identity, permission, monitoring, and human-approval controls.
Read article
Small Language Models in 2027: An Enterprise Adoption Guide
Explore where SLMs fit, how to combine them with larger models, and what to validate before deployment.
Read article
YOUR NEXT MOVE
Have an AI problem worth solving?
Bring us the question, the bottleneck, or the big idea. We will help you find the useful version of it.