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AI for people, workflows, and operations

Make AI useful
where work happens.

Temen trains people, redesigns workflows, enables Microsoft Copilot, builds AI solutions, and supports production agentic systems.

Why TemenTemen connects workforce readiness, workflow design, Microsoft platforms, custom engineering, responsible controls, and production operation.Why nowAI is already changing work, access, and consumption. Disconnected experiments compound cost and risk before an accountable operating model exists.
Live AI orchestrationContinuous system trace
01 · Work arrives
CustomerService requestNew
DocumentInvoice exceptionFlagged
SecurityRisk eventHigh
02 · Temen AI system
UnderstandIntent + context
GroundApproved evidence
ActBounded tools
03 · Work advances
Cited answerReady for reviewWorkflow actionApproval requestedDecision briefEvidence attached
IdentityVerifiedGovernancePolicy appliedHuman reviewCheckpoint openOperationsQuality + cost traced
Work keeps moving.Controls stay visible. People stay accountable.
See Temen AI in action

Don't just read about AI. Try the systems and inspect the work.

Choose a specialized AI scenario for a polished, scenario-specific result - or change sample business context and generate a new workflow answer live.

AI systems showcase08 systems · 16 scenarios
WEEKLY PROTECTED SNAPSHOTSChoose the AI. See the actual work.
AUTCSSALHRHVACEMLICMSP

Explore purpose-built AI experiences.

Review automation exceptions, customer and employee conversations, generated documents, energy and licensing reports, and operational troubleshooting using fictional records.

Eight distinct AI patterns Scenario-specific interfaces Pre-warmed, cost-controlled results
Open the AI systems showcase
Live workflow demo lab04 editable workflows
01Change sample context02Generate with Foundry03Review the artifact

Change the inputs. Generate a new answer.

Use bounded sample context to test AI intake triage, working-scope generation, onboarding design, and Agile delivery planning against Temen's Microsoft Foundry deployment.

Editable sample inputs Fresh structured generation Human review boundaries
Run the live workflow demos
A complete AI enablement path

Training, workflow, solution, and operations belong together.

The redesigned offer serves people who need confidence and skill, teams that need better workflows, and organizations that need governed AI systems in production.

01AI & automation

AI strategy & readiness

Select valuable use cases, prepare data and access, define responsible controls, and sequence investment.

Read the case study
02AI & automation

AI training & adoption

Build practical fluency for leaders, teams, champions, and specific roles using real work scenarios.

Read the case study
03AI & automation

Microsoft Copilot & Cowork enablement

Prepare Microsoft 365, information, identity, use cases, policy, adoption, Cowork tasks, support, measurement, and usage controls.

Read the case study
04AI & automation

AI workflow automation

Redesign recurring work and connect people, approvals, systems, Power Platform, Copilot, and agents.

Read the case study
05AI & automation

Custom AI solutions

Build bounded agents, knowledge experiences, Azure AI Foundry workloads, integrations, and human oversight.

Read the case study
06AI & automation

Managed Agentic Systems

Maintain, monitor, tune, and optimize production agents, prompts, workflows, telemetry, and cost after launch.

Read the case study
Why Temen Systems for AI

AI tools are easy to acquire. Operational value is not.

AI becomes useful when the work is understood, the information can be trusted, the intervention fits the job, people know how to use it, controls match the risk, and someone owns what happens after launch.

Temen connects those conditions. We can move from executive strategy and readiness through training, Microsoft Copilot, workflow automation, custom Foundry solutions, governance, and managed production support without losing the original business outcome.

01

We start with the job

A model is not a use case. Temen identifies the person, decision, workflow, information, friction, exception, and measurable outcome first.

02

We engineer the whole system

Experience, data, identity, retrieval, models, tools, integrations, controls, telemetry, support, and change belong in one design.

03

We know Microsoft deeply

Microsoft 365, Copilot, Cowork, Power Platform, Azure, Foundry, identity, security, licensing, and support can be connected without treating them as separate projects.

04

We build beyond the platform

When the job needs a custom application, frontier model, specialized workflow, retrieval system, integration, or bounded agent, Temen can engineer it.

05

We prepare people to succeed

Role-level training, leaders, champions, policy, practice, feedback, reinforcement, and measurement turn access into useful adoption.

06

We remain after launch

Managed Agentic Systems gives production AI an owner for incidents, quality, drift, sources, access, change, performance, and cost.

The AI solution spectrum

Use the intervention that fits the work.

Not every problem needs a chatbot. Not every assistant needs a custom model. Explore where each pattern fits, why it matters, and what Temen adds beyond the underlying technology.

AGTActive solution lens

Custom agents and AI applications

Why it matters

Create a purpose-built experience when the work, integration, evidence, security, or user journey needs more than an off-the-shelf assistant.

Right when

A bounded job needs custom retrieval, orchestration, tools, structured outputs, channels, or application behavior.

What Temen bringsSolution and security architectureFoundry model and agent engineeringGrounding, tools, and integrationsEvaluation and production controls
What the customer should gainAn operable AI product designed around a real job.
Explore custom AI solutions
Training that follows the work

Move from general awareness to role-level capability.

Temen shapes learning around leaders, operations, sales, service, finance, knowledge workers, technical teams, builders, support teams, and AI solution owners. People practice with work that resembles their role, under the controls they will actually follow.

LELeadersStrategy, risk, value, and operating decisionsCHChampionsUse cases, coaching, feedback, and adoptionKWKnowledge workersPrompting, verification, and daily workflowsOPOperationsAutomation, handoffs, exceptions, and measuresITIT & securityReadiness, governance, architecture, and supportBUBuildersAgents, workflows, integrations, and evaluation
01

Learn

Understand the technology, opportunity, boundaries, and approved use.

02

Practice

Apply AI to representative tasks with verification and feedback.

03

Adopt

Embed better patterns into role-level workflows and team expectations.

04

Reinforce

Use champions, managers, Viva, support, and community to sustain change.

05

Measure

Track confidence, quality, behavior, value, friction, and emerging risk.

What Temen can create

From a better prompt to a new AI-powered operating capability.

The appropriate solution may be a configured Microsoft capability, a workflow, a knowledge experience, a custom application, an autonomous-but-bounded agent, or a combined system.

COPMicrosoft AI experiences

Copilot, Cowork, and role-level assistance

Prepare Microsoft 365, information, identity, policy, use cases, people, support, usage controls, and measurement.

Explore enablement
AUTConnected work

AI workflow automation

Combine Power Platform, Azure, business systems, AI, approvals, records, and human exceptions into one observable path.

Explore workflow AI
AGTPurpose-built systems

Custom agents and applications

Build bounded agents, custom user experiences, retrieval, structured outputs, tool use, integrations, and human checkpoints.

Explore custom AI
KNWTrusted information

Knowledge and evidence assistants

Inventory sources, prepare access, improve retrieval, preserve citations, expose uncertainty, and evaluate against difficult cases.

See representative systems
MODModel engineering

Frontier and specialized model solutions

Compare general, reasoning, multimodal, tuned, hosted, and routed model patterns using quality, risk, latency, and cost evidence.

Assess custom fit
OPSProduction ownership

Agent governance and managed operations

Inventory workloads, assign ownership, monitor behavior, govern access, respond to incidents, control changes, and optimize cost.

Explore managed AI
Platform fluency without model theater

The model is one component of the solution.

Temen helps customers choose the simplest architecture that can meet the job, evidence, control, performance, and operating requirements. Technology follows the decision rather than becoming the decision.

01

Microsoft 365 & Copilot

Use grounded assistance and delegated work where people already create, communicate, and collaborate.

Copilot · Cowork · Teams · SharePoint · Viva
02

Power Platform & business systems

Connect AI with deterministic workflows, approvals, structured records, integrations, and accountable exceptions.

Power Automate · Apps · Dataverse · Dynamics · APIs
03

Microsoft Foundry & Azure

Build governed agents, custom applications, retrieval, evaluation, safety, orchestration, and production telemetry.

Foundry · Azure AI · Functions · Search · Monitor
04

Frontier & specialized models

Select, route, prompt, retrieve, or tune according to task performance, hosting needs, latency, risk, and economics.

General · Reasoning · Multimodal · Tuned · Routed
AI can change many kinds of work

Different industries. Different jobs. One discipline for useful AI.

Temen’s showcase demonstrates patterns across automation, customer support, sales, HR, energy, emergency management, licensing, and managed security operations.

OPERATIONS

Find and resolve exceptions

Inspect invoices, access events, failed workflows, tenant signals, and operational records, then recommend or execute bounded next steps.

Extraction · reasoning · workflow · approval
CUSTOMER EXPERIENCE

Support people through a complete resolution

Hold a conversation, retrieve evidence, call approved actions, communicate status, verify recovery, and escalate when judgment is needed.

Conversation · tools · knowledge · verification
EMPLOYEE EXPERIENCE

Guide work through policy and action

Help employees and managers navigate onboarding, flexible work, access, benefits, approvals, and knowledge without hiding the governing rules.

Policy · cards · orchestration · human decision
INDUSTRY OPERATIONS

Connect domain signals to action

Review energy history, monitor HVAC assets, prepare emergency briefs, prioritize service, and coordinate people around time-sensitive events.

Time series · documents · devices · field service
COMMERCIAL

Prepare better customer decisions

Qualify inbound demand, research context, structure discovery, generate working documents, and keep commercial authority with accountable owners.

Conversation · research · drafting · approval
TECHNOLOGY OPERATIONS

Optimize and protect the environment

Analyze license use, investigate risky access, troubleshoot Microsoft security signals, and create actionable service reports.

Telemetry · recommendations · incident work · reporting
Workflow-first solution design

Start with the job, not the model.

Each solution is bounded by a real user, trigger, information set, decision, output, control, exception path, and success measure. That boundary determines whether the right answer is training, configuration, automation, an agent, a custom application, or no AI at all.

  1. 01Frame the business decisionDefine the outcome, affected people, baseline, value, constraints, owner, and evidence required.
  2. 02Observe the real workMap triggers, information, judgment, systems, delays, workarounds, exceptions, and failure impact.
  3. 03Choose the interventionDecide what belongs with people, deterministic software, Copilot, workflow automation, agents, models, or a combined system.
  4. 04Prove the useful sliceBuild and evaluate the smallest complete path using representative evidence and difficult cases.
  5. 05Prepare production trustEngineer identity, access, safety, human oversight, telemetry, failure handling, cost, rollback, and change control.
  6. 06Adopt, operate, and improveTrain roles, launch support, measure quality and value, govern change, and manage the system after launch.
Trust is engineered

Useful AI must also be bounded, observable, reviewable, and owned.

Temen integrates responsible use, security, data governance, evaluation, human oversight, abuse resistance, operational telemetry, and change control into the solution rather than attaching a policy after the build.

01

Purpose and authority

Define what the system is for, what it may decide or do, what remains human, and when it must stop or escalate.

02

Information and access

Control approved sources, permissions, sensitivity, retention, identity, connection behavior, and end-user or service credentials.

03

Quality and evaluation

Test groundedness, task completion, citations, uncertainty, edge cases, harmful behavior, regressions, and user experience.

04

Safety and abuse resistance

Treat untrusted input as untrusted, protect server-side instructions, restrict tools, validate outputs, and test adversarial behavior.

05

Operations and economics

Observe health, failures, latency, retries, usage, model consumption, caching, quotas, and cost before they become surprises.

06

Ownership and change

Assign business and technical owners, review access and purpose, preserve evidence, approve production changes, and plan retirement.

Managed Agentic Systems

The project can end. The AI system keeps changing.

Prompts, knowledge, permissions, connectors, models, policies, demand, business rules, and user behavior evolve independently. Temen gives production Copilot agents, Foundry workloads, and AI workflows an accountable operating owner.

Explore Managed Agentic Systems
SUPPORT

Restore approved service

Triage failures, preserve evidence, recover workflows, communicate impact, and return the approved capability to service.

ASSURANCE

Watch quality and control

Pair application health with evaluations, source checks, access review, safety signals, exception trends, and user feedback.

CHANGE

Improve through governance

Route prompt, source, tool, model, connector, workflow, audience, and authority changes through the right decision path.

OPTIMIZATION

Manage value and cost

Use adoption, quality, performance, context, caching, routing, retries, quotas, and spend evidence to prioritize improvement.

Why work with Temen

A partner that can challenge the idea, engineer the system, enable the people, and own the operation.

PRAGMATIC

We will say when custom is unnecessary.

Temen compares training, process change, configuration, Copilot, automation, agent, application, and model options before recommending a build.

TECHNICAL

We can move from boardroom to architecture.

Business value, experience, Microsoft cloud, data, identity, security, integrations, models, evaluation, and operations remain connected.

VISIBLE

We make the work inspectable.

Demonstrations, prototypes, decision records, architecture, test evidence, dashboards, runbooks, and service reporting make progress and boundaries visible.

OWNED

We design for the day after launch.

Support, access, telemetry, quality, cost, change, adoption, improvement, and retirement receive owners before the project team leaves.