Enterprise AI platform adoption
Claude · ChatGPT · Gemini
From needs assessment and plan selection to workspace setup and usage policies, we help you adopt enterprise offerings from Claude, ChatGPT, and Gemini at organizational scale.
YOUR ENTERPRISE AI TRANSFORMATION PARTNER
MH-Tech
Turn AI into
business advantage.
Enterprise AI platforms, infrastructure, Agents, training, and security—brought together to build lasting business capability.
ABOUT MH-TECH
Technology adoption.
Organizational capability.
AI delivers value when technology, workflows, and people advance together. We connect platform adoption, infrastructure, Agent development, training, and security to build AI capabilities your business can sustain.
FIVE CORE SERVICES
A complete AI roadmap.
A practical path forward.
AI Gateway & observability
Model governance · Cost visibility · Tracing
Build a unified AI Gateway and observability platform. Connect model routing, access controls, usage costs, and execution traces to make performance, quality, and resource use visible.
Enterprise AI Agent development
Knowledge · Integrations · Task orchestration
Build AI Agents around your knowledge and business processes. Connect systems, tools, and permissions so Agents can find information, carry out tasks, and collaborate within real operations.
AI training & organizational enablement
Leadership · Business practice · Technical skills
Role-based programs for leaders, business teams, and technical staff. Combine practical workshops, hands-on exercises, and internal guidance to turn AI adoption into lasting expertise.
AI security & governance
Data protection · Access controls · Risk management
Assess data exposure, prompt injection, and access risks across AI applications and data flows. Design safeguards, audit practices, and governance to support innovation within clear boundaries.
IN PRACTICE
AI across your business.
Value you can measure.
Start with real business needs. Connect platform adoption, intelligent collaboration, and operational insights to the outcomes your team works toward.
Knowledge & intelligent support
Connect business documents and expertise to help teams find information, respond to requests, and deliver consistent support.
Workflows & Agent collaboration
Connect systems and task flows so AI Agents can support routine operations and information handoffs.
Operational insight & resource governance
Bring business analysis, AI usage data, and execution traces together to inform decisions, improve quality, and manage costs.
ILLUSTRATIVE DEMOS
See the application.
Explore the possibilities.
Explore these illustrative scenarios with synthetic data. They do not represent customer projects or measured results.
KNOWLEDGE & INTELLIGENT SUPPORT
Enterprise knowledge assistant
Turn scattered policies, procedures, and guides into searchable business knowledge, with answers that point back to their sources.
Knowledge workspaceSynthetic data
Sample questions
How do I claim travel expenses?
The sample policy asks you to submit a travel claim with its purpose and receipts for manager approval. If a receipt is missing, confirm the required supporting documents with the responsible team.
Travel expense policy (sample document)Source reference · Section 2
The sample policy asks you to submit a travel claim with its purpose and receipts for manager approval. If a receipt is missing, confirm the required supporting documents with the responsible team.
Travel expense policy (sample document)Source reference · Section 2
The sample guide asks a manager to request the account. IT confirms the role and required systems, assigns access, and asks the employee to enable multi-factor authentication.
Employee onboarding guide (sample document)Source reference · Section 2
Questions, answers, and sources are prewritten examples.
- Design focus
- Document retrieval, source references, and role-based access, with a path to clarification when information is insufficient.
- What to validate
- Use representative questions to check answer accuracy, source consistency, and access boundaries.
WORKFLOW & HUMAN APPROVAL
Cross-system task Agent
Break a business request into tasks, plan knowledge and system integrations, and retain human approval and traceability for key actions.
Task workspaceSynthetic data
Sample request: turn a meeting summary into a draft list of project tasks.
- Read sample summaryNot started
- Plan tasks & permissionsNot started
- Human review & approvalNot started
- Create task draftNot started
Start the demo to explore task planning and human approval.
SAMPLE TASK DRAFT
Task: inventory knowledge documents. Owner: project coordinator. Acceptance items: document list, access permissions, and update owners.
This demo creates a draft on this page only. It does not create tickets or send messages.
- Design focus
- Tool permissions, approval points, and execution traces keep tasks within clearly defined business boundaries.
- What to validate
- Check task completion, exception handling, and whether execution stops when approval has not been granted.
AI GATEWAY & OBSERVABILITY
AI usage & cost governance
Bring AI requests and usage costs together in a shared view, with clear attribution to teams and applications.
AI usage overviewSynthetic data
- Requests
- 1,200
- Example cost
- USD 48.00
| Team / use case | Requests | Example cost |
|---|---|---|
| OperationsKnowledge queries | 640 | USD 19.20 |
| SupportReply drafts | 420 | USD 21.00 |
| OperationsDocument processing | 140 | USD 7.80 |
Illustrative figures, not measured results, model prices, or a service quote.
- Design focus
- Unified model access, team-level usage attribution, and execution tracing support budget management and issue investigation.
- What to validate
- Check cost attribution, trace completeness, and access settings. Identify use cases that need improvement.
HOW WE WORK
From strategy to delivery.
Progress guided by outcomes.
- 01
Assess & plan
Review business needs, data readiness, and governance requirements. Define your AI roadmap.
- 02
Pilot & validate
Select a valuable use case and success measures. Validate the approach in practice.
- 03
Build & adopt
Set up platforms, integrate systems, and train teams to bring AI into operations.
- 04
Govern & improve
Track outcomes, usage costs, and risks. Keep improving organizational AI capability.
GET IN TOUCH
Build your enterprise's
next chapter with AI.
From platform adoption and Agent development to governance, let's discuss the next step in your enterprise AI roadmap.
support@mh-tech.me