tenex.brain
Connect your business to see the next move.
A change in sales may call for replenishment, a stock transfer or a new conversation with a supplier. tenex.brain connects system data to the context of meetings and earlier decisions, tracks signals agreed with the business and brings opportunities to management. Agents examine hypotheses from different perspectives so you can understand the recommendation, discuss alternatives and decide the next step.
tenex.brain
Replenish before the campaign?
Illustrative demonstration · fictional data
Data and decisions inform one assessment.
Source and update time retained
Connected context
- Systems
- Operations, sales and finance
- Knowledge
- Meeting and previous decisions
- Updated
- 08:00–08:15 · depending on source
Operational facts meet the reason for the decision.
Management reviews data alongside the team’s agreements. Sources and update times remain visible, distinguishing what is confirmed from what still needs checking.
Sources and agent work4
Behind this step
Sources and update frequency are defined in the project. An analytical base can consolidate copies of authorized data while preserving source systems and company permissions.
Fictional records created to explain this scenario.
- B01Sales and stock · 08:00
Vértice model: 30 sales in stores 1 and 2 in the last 7 days, versus 18 in the preceding 7 days. Local stock: 8 unallocated pairs. Store 3: 24 pairs, 10 reserved. Fictional data.
- B02Purchasing · 08:15
An order for 40 pairs is expected Thursday, without carrier confirmation. The supplier offers a discount on a new batch only with advance payment.
- B03Finance · 08:10
Advance purchasing uses cash already allocated for campaign week. Installments must be negotiated; no new purchase is approved.
- B04Sales meeting · Monday
Friday’s campaign prioritizes stores 1 and 2. The team asked to preserve service in other stores and confirm the incoming order before expanding the purchase.
An opportunity appears before the question.
Observed signal · hypothesis to check
Opportunity for management
- Observed signal
- 30 sales in 7 days · previously 18
- Locally available
- 8 unallocated pairs · stores 1 and 2
- Context
- Friday campaign
Management receives an evidence-based point of attention.
Agents relate an operational change to company context. Management gains an opportunity to discuss, with the observed evidence, without having to start with a search or question.
Sources and agent work4
Fictional records created to explain this scenario.
- B01Sales and stock · 08:00
Vértice model: 30 sales in stores 1 and 2 in the last 7 days, versus 18 in the preceding 7 days. Local stock: 8 unallocated pairs. Store 3: 24 pairs, 10 reserved. Fictional data.
- B02Purchasing · 08:15
An order for 40 pairs is expected Thursday, without carrier confirmation. The supplier offers a discount on a new batch only with advance payment.
- B03Finance · 08:10
Advance purchasing uses cash already allocated for campaign week. Installments must be negotiated; no new purchase is approved.
- B04Sales meeting · Monday
Friday’s campaign prioritizes stores 1 and 2. The team asked to preserve service in other stores and confirm the incoming order before expanding the purchase.
Other agents challenge the first hypothesis.
Connected perspectives
Checks that change the assessment
- Operations
- 40 pairs incoming; arrival unconfirmed
- Inventory
- Store 3 has 14 unallocated pairs, not 24
- Finance
- Discount requires upfront cash
The suggestion improves as context is checked.
Agents check information that could change the initial proposal. Management can open the review and follow the shift from an initial hypothesis to a recommendation with explicit constraints.
Why did the recommendation change?4
- 01
Initial hypothesis
Bring forward a new purchase to support the campaign.
- 02
Evidence that changed the assessment
Operations: 40 pairs incoming; arrival unconfirmed; Inventory: Store 3 has 14 unallocated pairs, not 24; Finance: Discount requires upfront cash.
- 03
Revised recommendation
Confirm the pending delivery, prioritize stores 1 and 2, and evaluate redistribution or installment supply before expanding the purchase.
Fictional records created to explain this scenario.
- B01Sales and stock · 08:00
Vértice model: 30 sales in stores 1 and 2 in the last 7 days, versus 18 in the preceding 7 days. Local stock: 8 unallocated pairs. Store 3: 24 pairs, 10 reserved. Fictional data.
- B02Purchasing · 08:15
An order for 40 pairs is expected Thursday, without carrier confirmation. The supplier offers a discount on a new batch only with advance payment.
- B03Finance · 08:10
Advance purchasing uses cash already allocated for campaign week. Installments must be negotiated; no new purchase is approved.
- B04Sales meeting · Monday
Friday’s campaign prioritizes stores 1 and 2. The team asked to preserve service in other stores and confirm the incoming order before expanding the purchase.
Management receives a prepared decision.
Recommendation · human approval
Next move to evaluate
- Suggested priority
- Confirm Thursday delivery
- Evaluate with the team
- Redistribution and installment purchasing
- Decision owner
- Sales management, purchasing and finance
More context to discuss the next move.
Management receives an opportunity alongside stock, commitments and campaign context. It can discuss alternatives before committing cash, understanding why the initial hypothesis was revised.
Why did the recommendation change?4
- 01
Initial hypothesis
Bring forward a new purchase to support the campaign.
- 02
Evidence that changed the assessment
Operations: 40 pairs incoming; arrival unconfirmed; Inventory: Store 3 has 14 unallocated pairs, not 24; Finance: Discount requires upfront cash.
- 03
Revised recommendation
Confirm the pending delivery, prioritize stores 1 and 2, and evaluate redistribution or installment supply before expanding the purchase.
Behind this step
Agent roles in this scenario are illustrative. Actual organization, sources and permitted actions are configured for each application. Opening the explanation does not purchase, amend contracts or send messages.
Fictional records created to explain this scenario.
- B01Sales and stock · 08:00
Vértice model: 30 sales in stores 1 and 2 in the last 7 days, versus 18 in the preceding 7 days. Local stock: 8 unallocated pairs. Store 3: 24 pairs, 10 reserved. Fictional data.
- B02Purchasing · 08:15
An order for 40 pairs is expected Thursday, without carrier confirmation. The supplier offers a discount on a new batch only with advance payment.
- B03Finance · 08:10
Advance purchasing uses cash already allocated for campaign week. Installments must be negotiated; no new purchase is approved.
- B04Sales meeting · Monday
Friday’s campaign prioritizes stores 1 and 2. The team asked to preserve service in other stores and confirm the incoming order before expanding the purchase.
Data and decisions inform one assessment.
Source and update time retained
Connected context
- Systems
- Operations, sales and finance
- Knowledge
- Meeting and previous decisions
- Updated
- 08:00–08:30 · depending on source
Operational facts meet the reason for the decision.
Management reviews data alongside the team’s agreements. Sources and update times remain visible, distinguishing what is confirmed from what still needs checking.
Sources and agent work4
Behind this step
Sources and update frequency are defined in the project. An analytical base can consolidate copies of authorized data while preserving source systems and company permissions.
Fictional records created to explain this scenario.
- B01Stock and contracts · 08:00
120 classified bags; 80 already linked to another contract. Order 218 requires 100 bags by Friday. Figures are fictional.
- B02Processing · 08:20
A 90-bag lot is scheduled for classification on Thursday. Final quantity and classification depend on approval by the responsible person.
- B03Dispatch · 08:30
Friday’s loading window still needs carrier confirmation. No contract change has been approved.
- B04Coordination meeting · Monday
Prioritize order 218 while preserving existing commitments. Before offering another lot, check its classification and confirm dispatch capacity.
An opportunity appears before the question.
Observed signal · hypothesis to check
Opportunity for management
- Commitment
- Order 218 · 100 bags by Friday
- Total stock
- 120 classified bags
- To check
- Commitments and lot release
Management receives an evidence-based point of attention.
Agents relate an operational change to company context. Management gains an opportunity to discuss, with the observed evidence, without having to start with a search or question.
Sources and agent work4
Fictional records created to explain this scenario.
- B01Stock and contracts · 08:00
120 classified bags; 80 already linked to another contract. Order 218 requires 100 bags by Friday. Figures are fictional.
- B02Processing · 08:20
A 90-bag lot is scheduled for classification on Thursday. Final quantity and classification depend on approval by the responsible person.
- B03Dispatch · 08:30
Friday’s loading window still needs carrier confirmation. No contract change has been approved.
- B04Coordination meeting · Monday
Prioritize order 218 while preserving existing commitments. Before offering another lot, check its classification and confirm dispatch capacity.
Other agents challenge the first hypothesis.
Connected perspectives
Checks that change the assessment
- Contracts
- 80 bags already committed; 40 free
- Production
- 90 bags await classification
- Dispatch
- Friday window still to confirm
The suggestion improves as context is checked.
Agents check information that could change the initial proposal. Management can open the review and follow the shift from an initial hypothesis to a recommendation with explicit constraints.
Why did the recommendation change?4
- 01
Initial hypothesis
Use the 120-bag stock to prepare order 218.
- 02
Evidence that changed the assessment
Contracts: 80 bags already committed; 40 free; Production: 90 bags await classification; Dispatch: Friday window still to confirm.
- 03
Revised recommendation
Prioritize classification of the pending lot and confirm the dispatch window; evaluate fulfillment without using stock committed elsewhere.
Fictional records created to explain this scenario.
- B01Stock and contracts · 08:00
120 classified bags; 80 already linked to another contract. Order 218 requires 100 bags by Friday. Figures are fictional.
- B02Processing · 08:20
A 90-bag lot is scheduled for classification on Thursday. Final quantity and classification depend on approval by the responsible person.
- B03Dispatch · 08:30
Friday’s loading window still needs carrier confirmation. No contract change has been approved.
- B04Coordination meeting · Monday
Prioritize order 218 while preserving existing commitments. Before offering another lot, check its classification and confirm dispatch capacity.
Management receives a prepared decision.
Recommendation · human approval
Next move to evaluate
- Suggested priority
- Confirm classification and release
- Coordination
- Production, sales and dispatch
- Constraint
- Preserve the 80 committed bags
More context to discuss the next move.
Production, stock and contracts become part of the same decision. Management can coordinate priorities with open items visible, avoiding treating all stock as available or promising an unreleased lot.
Why did the recommendation change?4
- 01
Initial hypothesis
Use the 120-bag stock to prepare order 218.
- 02
Evidence that changed the assessment
Contracts: 80 bags already committed; 40 free; Production: 90 bags await classification; Dispatch: Friday window still to confirm.
- 03
Revised recommendation
Prioritize classification of the pending lot and confirm the dispatch window; evaluate fulfillment without using stock committed elsewhere.
Behind this step
Agent roles in this scenario are illustrative. Actual organization, sources and permitted actions are configured for each application. Opening the explanation does not purchase, amend contracts or send messages.
Fictional records created to explain this scenario.
- B01Stock and contracts · 08:00
120 classified bags; 80 already linked to another contract. Order 218 requires 100 bags by Friday. Figures are fictional.
- B02Processing · 08:20
A 90-bag lot is scheduled for classification on Thursday. Final quantity and classification depend on approval by the responsible person.
- B03Dispatch · 08:30
Friday’s loading window still needs carrier confirmation. No contract change has been approved.
- B04Coordination meeting · Monday
Prioritize order 218 while preserving existing commitments. Before offering another lot, check its classification and confirm dispatch capacity.
Data and decisions inform one assessment.
Source and update time retained
Connected context
- Systems
- Operations, sales and finance
- Knowledge
- Meeting and previous decisions
- Updated
- 08:00–08:15 · depending on source
Operational facts meet the reason for the decision.
Management reviews data alongside the team’s agreements. Sources and update times remain visible, distinguishing what is confirmed from what still needs checking.
Sources and agent work4
Behind this step
Sources and update frequency are defined in the project. An analytical base can consolidate copies of authorized data while preserving source systems and company permissions.
Fictional records created to explain this scenario.
- B01Availability and sales · 08:00
Horizonte has 12 units without a recorded sale; 4 have proposals under review. There were 2 sales in the most recently completed month versus 5 in the preceding completed month. Fictional example.
- B02CRM and proposals · 08:10
Four proposals await document review. The CRM records an owner and deadline for each; no rejection or final acceptance is recorded.
- B03Receipts · 08:15
Expected down payments this month depend on formalizing two proposals. Do not treat projected receipts as cash received.
- B04Management meeting · Monday
Before proposing a general discount, review active proposals and identify the reason for each open item. Price and term changes require approval.
An opportunity appears before the question.
Observed signal · hypothesis to check
Opportunity for management
- Last completed month
- 2 units · previously 5
- No recorded sale
- 12 units
- Context
- Management sales review
Management receives an evidence-based point of attention.
Agents relate an operational change to company context. Management gains an opportunity to discuss, with the observed evidence, without having to start with a search or question.
Sources and agent work4
Fictional records created to explain this scenario.
- B01Availability and sales · 08:00
Horizonte has 12 units without a recorded sale; 4 have proposals under review. There were 2 sales in the most recently completed month versus 5 in the preceding completed month. Fictional example.
- B02CRM and proposals · 08:10
Four proposals await document review. The CRM records an owner and deadline for each; no rejection or final acceptance is recorded.
- B03Receipts · 08:15
Expected down payments this month depend on formalizing two proposals. Do not treat projected receipts as cash received.
- B04Management meeting · Monday
Before proposing a general discount, review active proposals and identify the reason for each open item. Price and term changes require approval.
Other agents challenge the first hypothesis.
Connected perspectives
Checks that change the assessment
- Sales
- 4 units already have proposals under review
- Operations
- Document issues, not rejections
- Finance
- Expected down payments not yet received
The suggestion improves as context is checked.
Agents check information that could change the initial proposal. Management can open the review and follow the shift from an initial hypothesis to a recommendation with explicit constraints.
Why did the recommendation change?4
- 01
Initial hypothesis
Propose a general discount to accelerate new sales.
- 02
Evidence that changed the assessment
Sales: 4 units already have proposals under review; Operations: Document issues, not rejections; Finance: Expected down payments not yet received.
- 03
Revised recommendation
Prioritize document review for active proposals, confirm expected receipts and discuss commercial changes after evaluating these open items.
Fictional records created to explain this scenario.
- B01Availability and sales · 08:00
Horizonte has 12 units without a recorded sale; 4 have proposals under review. There were 2 sales in the most recently completed month versus 5 in the preceding completed month. Fictional example.
- B02CRM and proposals · 08:10
Four proposals await document review. The CRM records an owner and deadline for each; no rejection or final acceptance is recorded.
- B03Receipts · 08:15
Expected down payments this month depend on formalizing two proposals. Do not treat projected receipts as cash received.
- B04Management meeting · Monday
Before proposing a general discount, review active proposals and identify the reason for each open item. Price and term changes require approval.
Management receives a prepared decision.
Recommendation · human approval
Next move to evaluate
- Suggested priority
- Move pending proposals forward
- Review owners
- Sales, contracts and finance
- Price changes
- Remain subject to approval
More context to discuss the next move.
Management understands the sales decline alongside proposals and expected receipts. It can address the right open items and discuss terms with context before applying a development-wide discount.
Why did the recommendation change?4
- 01
Initial hypothesis
Propose a general discount to accelerate new sales.
- 02
Evidence that changed the assessment
Sales: 4 units already have proposals under review; Operations: Document issues, not rejections; Finance: Expected down payments not yet received.
- 03
Revised recommendation
Prioritize document review for active proposals, confirm expected receipts and discuss commercial changes after evaluating these open items.
Behind this step
Agent roles in this scenario are illustrative. Actual organization, sources and permitted actions are configured for each application. Opening the explanation does not purchase, amend contracts or send messages.
Fictional records created to explain this scenario.
- B01Availability and sales · 08:00
Horizonte has 12 units without a recorded sale; 4 have proposals under review. There were 2 sales in the most recently completed month versus 5 in the preceding completed month. Fictional example.
- B02CRM and proposals · 08:10
Four proposals await document review. The CRM records an owner and deadline for each; no rejection or final acceptance is recorded.
- B03Receipts · 08:15
Expected down payments this month depend on formalizing two proposals. Do not treat projected receipts as cash received.
- B04Management meeting · Monday
Before proposing a general discount, review active proposals and identify the reason for each open item. Price and term changes require approval.
FROM START TO NEXT STEP
How the work happens.
- 01
Connect
Brings together data and knowledge from authorized sources, with visible context and update times.
- 02
Notice
Tracks the chosen signals and indicators and highlights changes that deserve attention.
- 03
Check
Agents test hypotheses against stock, commitments, terms and earlier decisions; new information can change the recommendation.
- 04
Recommend
Presents a suggestion with evidence, constraints and an owner for management to discuss and take forward.
What is in scope
- Connecting data relevant to the first scope and organizing an analytical base
- Knowledge from meetings, conversations and decisions alongside operational data
- Monitoring signals and indicators defined with management
- Checking hypotheses and preparing proactive recommendations with sources and context
Outside the scope
- Automatic connection to every company database, system or group
- Purchasing, renegotiation or other management decisions without the defined authorization
How we implement
- Choose the decisions and signals that matter most to management
- Define sources, access, updates and responsibilities for the first application
- Connect data and knowledge, test recommendations and put the first scope into operation within 30 days
- Track usefulness and results to refine the analysis and agree on the next expansion
Frequently asked questions
Does Brain wait for me to ask a question?
You can ask questions and explore the analysis, but the product also aims to track agreed business signals and bring opportunities proactively. Each recommendation should show what was observed, its sources and what still needs confirmation.
How do systems and meetings fit together?
Sales, stock, purchasing or finance data can be related to the context of meetings and decisions. We define authorized sources, feasible connections and update frequency in the project. The analytical base complements the systems the business already uses.
What do the different agents do?
They can examine a hypothesis from different perspectives, such as sales, operations and finance. A purchasing suggestion may change when incoming goods or an earlier commitment are considered. Agent organization follows the work chosen for each application.
Does Brain buy or negotiate on its own?
Recommendations support management. The project defines actions, permissions and owners; purchasing, negotiations and other commitments follow the company’s authorization rules.
Does Brain automatically join WhatsApp groups?
Automatic group participation is a possibility being explored. Accessible conversations can provide context through the sources and collection methods agreed for the project.
Do I need Brain to use the other products?
No. tenex.vendas, tenex.atendimento, tenex.sonar and tenex.brain are independent. An application starts with a business need and can expand to further sources, workflows or products.
Is the demonstration a customer’s live system?
It is an illustrative demonstration with fictional data. It shows the path from an opportunity to a revised recommendation, without making a purchase or representing customer results.