Kairos · Kainora’s AI agent for people at work
Meet Kairos.
An agent for you. Connected to your business.
Understand what matters. Prepare the next decision. Keep important work moving.
Kairos is designed to help you carry responsibilities with your company’s knowledge, operating context and capabilities behind you—from a useful conversation to coordinated follow-through.
Explore the intended experience below. Supported access, connections and operating scope are agreed for each capability.
Illustrative · fictional
Responsibility Prepare a commercially sound commitment for 100 units
Changed capacity The standard route moves to day 15.
- Deliver later · 32.00% modeled
- Expedite and reprice · 30.91% modeled
- Split delivery · 28.00% modeled
Decision needed Relationship owner chooses the commitment; Finance reviews any option below the fictional 30% threshold.
More useful context. Better prepared decisions. Work that carries forward.
Understand what matters
Bring relevant company knowledge into the situation you are facing. See the source, the assumptions and what still needs to be clarified.
Keep agreed work moving
Prepare alternatives, connect the right contributions and keep track of the next step. Colleagues contribute to a shared case from the perspective of their work.
Bring decisions to the right people
Surface the choice, its implications and the evidence behind it. People can question, correct, redirect or decide within the authority they hold.
Ask a question, explore a possibility or take on a defined responsibility. Useful inquiry can come before a commitment to act.
A customer needs an answer. The conditions have changed.
A promising order depends on a delivery date the business can no longer meet through its standard production route. The person preparing the quote needs to protect the relationship, understand the economics and make a commitment the company can deliver.
Illustrative scenario · Fictional company, figures and decisions.
Example Manufacturing Co. · Example Customer · Prepare a commercially sound commitment for 100 units. All amounts USD; “day” is a relative business day. Below a 30% modeled margin, Finance reviews under this fictional company’s policy. Figures are simplified modeled quote economics, not realized profit.
Step 2 of 6: The change
Step 1 of 6 · Earlier basis
The earlier basis.
Proposal r1 answered the customer request: $50,000 for 100 units on day 10, at a 32.00% modeled margin. Proposal r1 was commercially approved and capacity-confirmed under the earlier plan; it has not been issued.
Visible stater1 approved, not issued · capacity plan v1
The proposal was approved against these conditions. No order has been won.
Relationship owner · illustrative perspectiveThe customer asked for 100 units by day 10; r1 answered that request.
Operations · illustrative perspectiveCapacity plan v1 supported 100 units on day 10 through the standard route.
Finance · illustrative perspectiver1 modeled a 32.00% margin, above the fictional 30% review threshold.
Step 2 of 6 · The change
Understand the change.
Kairos connects the delivery request to current costs and capacity. The original proposal no longer fits the operating conditions.
Visible stateCapacity v2 received · the original commitment needs revalidation
The promised date no longer fits the standard route.
Relationship owner · illustrative perspectiveThe day-10 promise in r1 can no longer be met through the standard route.
Operations · illustrative perspectiveCapacity update v2 moves the standard route to day 15.
Finance · illustrative perspectiveThe r1 approval referred to capacity plan v1; it does not cover changed terms.
Step 3 of 6 · The options
Prepare real alternatives.
Deliver later at the original margin, expedite and reprice, or split the shipment. Compare the customer promise, economics and contributions each option requires.
Visible stateThree alternatives with current assumptions and the contributions each needs
Here are the choices and what each requires. The business makes the choice.
Relationship owner · illustrative perspectiveCompare what each option promises the customer.
Operations · illustrative perspectiveCheck which delivery plans are feasible: day 15, expedited day 10, or 40 + 60 split.
Finance · illustrative perspectiveCheck each modeled margin against the fictional 30% review threshold.
Step 4 of 6 · Revised decision
Bring the judgment together.
The relationship owner chooses a split shipment. Finance reviews the margin exception. Operations confirms the feasible delivery plan.
Visible stateSplit r2 proposed · Finance review and Operations confirmation pending
The commercial preference needs these decisions. Moving through this example approves nothing.
Relationship owner · illustrative perspectivePrefers the split: 40 units on day 10 keeps part of the original promise.
Operations · illustrative perspectiveMust confirm the split plan: 40 units on day 10 and 60 on day 15.
Finance · illustrative perspectiveMust review the 28.00% modeled margin, below the fictional 30% threshold.
Step 5 of 6 · Follow-through
Carry the agreed work through.
The exact revised proposal is the version carried forward. A recorded system receipt shows submission; customer acceptance remains a separate step.
Visible stateIllustrative decisions within the story recorded for r2 · simulated issue receipt · customer acceptance pending
The revised version is submitted; customer acceptance is still pending.
Relationship owner · illustrative perspectiveProposal r2 is submitted. Customer acceptance is still pending.
Operations · illustrative perspectiveConfirmation recorded for the r2 split plan: 40 units on day 10, 60 on day 15.
Finance · illustrative perspectiveReview recorded for the exact r2 terms: $50,000 revenue and $36,000 modeled cost.
Illustrative decisions within the story
- Finance review recorded for the exact Proposal r2 terms: $50,000 revenue; $36,000 modeled cost; 28.00% margin.
- Operations confirmation recorded for the Proposal r2 split plan: 40 units on day 10; 60 on day 15.
- Simulated issue receipt: Proposal r2 submitted to Example Customer.
- Customer acceptance: pending.
A receipt is not customer acceptance, fulfillment, payment or realized margin.
Step 6 of 6 · Reviewed learning
Retain what should help next time.
A useful lesson becomes guidance only after the appropriate review, with a defined scope for later use.
Visible stateCandidate reviewed and released for matching split-delivery cases · an example of later use
The next eligible case can begin with this guidance. It does not apply to every quote, and no improvement has been measured.
Relationship owner · illustrative perspectiveThe next comparable split-delivery quote can start from the reviewed guidance.
Operations · illustrative perspectiveThe guidance asks for the delivery plan to be costed before the promise is made.
Finance · illustrative perspectiveReleased guidance is not evidence of improved margin; later results are reviewed.
A later order with a split-delivery plan
Reviewed guidance v1 applies: cost the delivery plan and confirm the required contributions before making the promise.
A later order fulfilled from available stock in a single delivery
This guidance does not apply to this situation. Other guidance for the case may still apply.
Earlier basis and current basis
- Earlier · delivery
- 100 units on day 10 (Capacity plan v1)
- Current · delivery
- Standard route now supports day 15 (capacity update v2)
- Earlier · economics
- $50,000 revenue; $34,000 modeled cost; 32.00% margin
- Current · economics
- Not yet re-costed for the changed conditions
- Earlier · decision
- Proposal r1: Commercially approved and capacity-confirmed under the earlier plan; not issued
- Current · decision
- The r1 approval referred to capacity plan v1; changed terms need new decisions
- Earlier · delivery
- 100 units on day 10 (Capacity plan v1)
- Current · delivery
- Deliver later: 100 units on day 15 · Expedite and reprice: 100 units on day 10 · Split delivery: 40 units on day 10; 60 on day 15
- Earlier · economics
- $50,000 revenue; $34,000 modeled cost; 32.00% margin
- Current · economics
- Deliver later: 32.00% · Expedite and reprice: 30.91% · Split delivery: 28.00%
- Earlier · decision
- Proposal r1: Commercially approved and capacity-confirmed under the earlier plan; not issued
- Current · decision
- No alternative chosen yet; the business makes the choice
- Earlier · delivery
- 100 units on day 10 (Capacity plan v1)
- Current · delivery
- Proposal r2: 40 units on day 10; 60 on day 15
- Earlier · economics
- $50,000 revenue; $34,000 modeled cost; 32.00% margin
- Current · economics
- Proposal r2: $50,000 revenue; $36,000 modeled cost; 28.00% margin
- Earlier · decision
- Proposal r1: Commercially approved and capacity-confirmed under the earlier plan; not issued
- Current · decision
- Proposal r2 proposed; Finance review and Operations confirmation pending
- Earlier · delivery
- 100 units on day 10 (Capacity plan v1)
- Current · delivery
- Proposal r2: 40 units on day 10; 60 on day 15
- Earlier · economics
- $50,000 revenue; $34,000 modeled cost; 32.00% margin
- Current · economics
- Proposal r2: $50,000 revenue; $36,000 modeled cost; 28.00% margin
- Earlier · decision
- Proposal r1: Commercially approved and capacity-confirmed under the earlier plan; not issued
- Current · decision
- Illustrative decisions recorded for Proposal r2; simulated issue receipt; customer acceptance pending
- Earlier · delivery
- 100 units on day 10 (Capacity plan v1)
- Current · delivery
- Proposal r2: 40 units on day 10; 60 on day 15
- Earlier · economics
- $50,000 revenue; $34,000 modeled cost; 32.00% margin
- Current · economics
- Proposal r2: $50,000 revenue; $36,000 modeled cost; 28.00% margin
- Earlier · decision
- Proposal r1: Commercially approved and capacity-confirmed under the earlier plan; not issued
- Current · decision
- Reviewed guidance v1 released for matching split-delivery cases
“Was approved” and “is applicable to this revised action” are different statements.
5D Context
Illustrative context
Step 2: The change · Illustrative perspective: Relationship owner
- Capability · emphasized for this perspective
- Profitable quoting; prepare an acceptable customer commitmentLinks preparation to a business result
- Business Aspect · emphasized for this perspective
- Customer relationship, delivery commitment and modeled marginShows what the earlier approval weighed
- Operating Context · emphasized for this perspective
- 100 units; day-10 request; earlier capacity slot supports day 10The original plan fit the request
- Participant & Work Context · emphasized for this perspective
- Relationship owner prepared r1; it was commercially approved and capacity-confirmedRecords who approved what
- Temporal & Evolution Context · emphasized for this perspective
- Capacity plan v1 and proposal r1; not issuedFixes the conditions the approval referred to
What changed?Nothing yet: this is the earlier basis.
Sources and versionsCustomer request v1 · Capacity plan v1 · Commercial rule v1 · Proposal r1
- Capability · emphasized for this perspective
- Profitable quoting; prepare an acceptable customer commitmentLinks preparation to a business result
- Business Aspect · emphasized for this perspective
- Customer relationship and delivery feasibilityThe promise the customer needs is at risk
- Operating Context · emphasized for this perspective
- 100 units; day-10 request; standard route now day 15The original commitment no longer fits
- Participant & Work Context · emphasized for this perspective
- Relationship owner revalidates the commitment; Operations owns the capacity updateShows who must act on the change
- Temporal & Evolution Context · emphasized for this perspective
- Capacity v2 received; r1 was approved under capacity v1An earlier approval does not authorize changed work
What changed?Capacity plan v1 → capacity update v2: the standard route moves from day 10 to day 15. Proposal r1 remains approved under the earlier plan; that approval does not apply to changed terms.
Sources and versionsCustomer request v1 · Capacity plan v1 · Commercial rule v1 · Proposal r1 · Capacity update v2
- Capability · emphasized for this perspective
- Profitable quoting; prepare an acceptable customer commitmentLinks preparation to a business result
- Business Aspect · emphasized for this perspective
- Customer promise, delivery feasibility and modeled margin for each optionMakes the tradeoffs comparable
- Operating Context · emphasized for this perspective
- Deliver later (day 15); expedite and reprice (day 10); split (40 on day 10, 60 on day 15)Determines the feasible options
- Participant & Work Context · emphasized for this perspective
- Each option names its contributions: commercial choice, Operations confirmation, Finance review below 30%Shows whose judgment each option needs
- Temporal & Evolution Context · emphasized for this perspective
- Capacity v2 and cost comparison v2; r1 is historicalKeeps the comparison on current assumptions
What changed?The alternatives are costed on cost comparison v2. Proposal r1 is historical.
Sources and versionsCustomer request v1 · Capacity plan v1 · Commercial rule v1 · Proposal r1 · Capacity update v2 · Cost comparison v2
- Capability · emphasized for this perspective
- Profitable quoting; prepare an acceptable customer commitmentLinks preparation to a business result
- Business Aspect · emphasized for this perspective
- Customer relationship, delivery feasibility and modeled marginMakes the tradeoff visible
- Operating Context · emphasized for this perspective
- 100 units; day-10 request; standard route now day 15; split alternativeDetermines the feasible options
- Participant & Work Context · emphasized for this perspective
- Relationship owner proposes; Finance reviews the 28% exception; Operations confirms the splitShows who contributes which judgment
- Temporal & Evolution Context · emphasized for this perspective
- Capacity v2, cost comparison v2 and proposal r2; r1 is historicalPrevents the old decision from being represented as approval of new terms
What changed?Proposal r1 (32.00%; 100 units on day 10) → Proposal r2 (28.00%; 40 units on day 10; 60 on day 15). Proposal r2 needs its own Finance review and Operations confirmation.
Sources and versionsCustomer request v1 · Capacity plan v1 · Commercial rule v1 · Proposal r1 · Capacity update v2 · Cost comparison v2 · Proposal r2
- Capability · emphasized for this perspective
- Profitable quoting; carry the agreed commitment forwardLinks the decision to follow-through
- Business Aspect · emphasized for this perspective
- Customer relationship and the submitted commitmentA submission is not yet an accepted order
- Operating Context · emphasized for this perspective
- Proposal r2 submitted: 40 units on day 10, 60 on day 15; customer acceptance pendingKeeps receipt, acceptance and fulfillment distinct
- Participant & Work Context · emphasized for this perspective
- Illustrative decisions recorded: Finance reviewed the exception; Operations confirmed the split; the relationship owner submitted r2Each contribution is attached to the exact version
- Temporal & Evolution Context · emphasized for this perspective
- Proposal r2 with recorded decisions and a simulated issue receipt; r1 remains historicalThe approved terms are the terms carried forward
What changed?Decisions are recorded for the exact Proposal r2 terms; nothing is inherited from Proposal r1.
Sources and versionsCustomer request v1 · Capacity plan v1 · Commercial rule v1 · Proposal r1 · Capacity update v2 · Cost comparison v2 · Proposal r2 · Proposal r2 · recorded decisions
- Capability · emphasized for this perspective
- Profitable quoting; later comparable commitmentsConnects the lesson to future work of the same kind
- Business Aspect · emphasized for this perspective
- Reusing a reviewed lesson where it appliesAvoids rebuilding the same judgment
- Operating Context · emphasized for this perspective
- A later split-delivery order (guidance applies); a stock-available single delivery (does not apply)Eligibility depends on the situation
- Participant & Work Context · emphasized for this perspective
- Appropriate reviewers released the guidance for matching split-delivery casesRelease follows review, not automatic adoption
- Temporal & Evolution Context · emphasized for this perspective
- Reviewed guidance v1, released after the r2 case; later use is an example, not measured improvementRelease is not proof of benefit
What changed?Reviewed guidance v1 now exists for matching split-delivery cases.
Sources and versionsCustomer request v1 · Capacity plan v1 · Commercial rule v1 · Proposal r1 · Capacity update v2 · Cost comparison v2 · Proposal r2 · Proposal r2 · recorded decisions · Reviewed guidance v1
Compared alternativeDeliver later: $50,000 revenue; $34,000 modeled cost; 32.00% margin; 100 units on day 15. Needs: Relationship owner's commercial choice; Operations confirmation.
Compared alternativeExpedite and reprice: $55,000 revenue; $38,000 modeled cost; 30.91% margin; 100 units on day 10. Needs: Commercial repricing decision; Operations confirmation.
Compared alternativeSplit delivery: $50,000 revenue; $36,000 modeled cost; 28.00% margin; 40 units on day 10; 60 on day 15. Needs: Commercial choice; Finance exception review; Operations confirmation.
Evidence behind the example: fictional sources and versions
- Customer request v1100 units needed by day 10.
- Capacity plan v1Earlier slot: the standard route supports 100 units on day 10.
- Commercial rule v1Fictional policy: below 30% modeled margin requires Finance review. The relationship owner holds commercial choice; Operations confirms delivery plans.
- Proposal r1$50,000 revenue; $34,000 modeled cost; 32.00% margin; 100 units on day 10. Proposal r1 was commercially approved and capacity-confirmed under capacity plan v1 and has not been issued.
- Capacity update v2The standard route moves to day 15. Expedited or split plans require renewed checks.
- Cost comparison v2Deliver later: $34,000 modeled cost. Expedite: $38,000. Split delivery: $36,000 ($2,000 more than r1).
- Proposal r2$50,000 revenue; $36,000 modeled cost; 28.00% margin; 40 units on day 10 and 60 on day 15. Finance review and Operations confirmation pending.
- Proposal r2 · recorded decisionsIllustrative decisions within the story: Finance reviewed the 28.00% exception for the exact r2 terms; Operations confirmed the split plan. Simulated issue receipt recorded; customer acceptance pending.
- Reviewed guidance v1For comparable split-delivery situations, cost the delivery plan and confirm the required contributions before making the promise.
The complete illustrative story
Step 1 · Earlier basis: The earlier basis.
Proposal r1 answered the customer request: $50,000 for 100 units on day 10, at a 32.00% modeled margin. Proposal r1 was commercially approved and capacity-confirmed under the earlier plan; it has not been issued.
Visible stater1 approved, not issued · capacity plan v1
The proposal was approved against these conditions. No order has been won.
- Relationship owner
- The customer asked for 100 units by day 10; r1 answered that request.
- Operations
- Capacity plan v1 supported 100 units on day 10 through the standard route.
- Finance
- r1 modeled a 32.00% margin, above the fictional 30% review threshold.
Sources available at this step
- Customer request v1: 100 units needed by day 10.
- Capacity plan v1: Earlier slot: the standard route supports 100 units on day 10.
- Commercial rule v1: Fictional policy: below 30% modeled margin requires Finance review. The relationship owner holds commercial choice; Operations confirms delivery plans.
- Proposal r1: $50,000 revenue; $34,000 modeled cost; 32.00% margin; 100 units on day 10. Proposal r1 was commercially approved and capacity-confirmed under capacity plan v1 and has not been issued.
Step 2 · The change: Understand the change.
Kairos connects the delivery request to current costs and capacity. The original proposal no longer fits the operating conditions.
Visible stateCapacity v2 received · the original commitment needs revalidation
The promised date no longer fits the standard route.
- Relationship owner
- The day-10 promise in r1 can no longer be met through the standard route.
- Operations
- Capacity update v2 moves the standard route to day 15.
- Finance
- The r1 approval referred to capacity plan v1; it does not cover changed terms.
Sources available at this step
- Customer request v1: 100 units needed by day 10.
- Capacity plan v1: Earlier slot: the standard route supports 100 units on day 10.
- Commercial rule v1: Fictional policy: below 30% modeled margin requires Finance review. The relationship owner holds commercial choice; Operations confirms delivery plans.
- Proposal r1: $50,000 revenue; $34,000 modeled cost; 32.00% margin; 100 units on day 10. Proposal r1 was commercially approved and capacity-confirmed under capacity plan v1 and has not been issued.
- Capacity update v2: The standard route moves to day 15. Expedited or split plans require renewed checks.
Step 3 · The options: Prepare real alternatives.
Deliver later at the original margin, expedite and reprice, or split the shipment. Compare the customer promise, economics and contributions each option requires.
Visible stateThree alternatives with current assumptions and the contributions each needs
Here are the choices and what each requires. The business makes the choice.
- Relationship owner
- Compare what each option promises the customer.
- Operations
- Check which delivery plans are feasible: day 15, expedited day 10, or 40 + 60 split.
- Finance
- Check each modeled margin against the fictional 30% review threshold.
Sources available at this step
- Customer request v1: 100 units needed by day 10.
- Capacity plan v1: Earlier slot: the standard route supports 100 units on day 10.
- Commercial rule v1: Fictional policy: below 30% modeled margin requires Finance review. The relationship owner holds commercial choice; Operations confirms delivery plans.
- Proposal r1: $50,000 revenue; $34,000 modeled cost; 32.00% margin; 100 units on day 10. Proposal r1 was commercially approved and capacity-confirmed under capacity plan v1 and has not been issued.
- Capacity update v2: The standard route moves to day 15. Expedited or split plans require renewed checks.
- Cost comparison v2: Deliver later: $34,000 modeled cost. Expedite: $38,000. Split delivery: $36,000 ($2,000 more than r1).
Step 4 · Revised decision: Bring the judgment together.
The relationship owner chooses a split shipment. Finance reviews the margin exception. Operations confirms the feasible delivery plan.
Visible stateSplit r2 proposed · Finance review and Operations confirmation pending
The commercial preference needs these decisions. Moving through this example approves nothing.
- Relationship owner
- Prefers the split: 40 units on day 10 keeps part of the original promise.
- Operations
- Must confirm the split plan: 40 units on day 10 and 60 on day 15.
- Finance
- Must review the 28.00% modeled margin, below the fictional 30% threshold.
Sources available at this step
- Customer request v1: 100 units needed by day 10.
- Capacity plan v1: Earlier slot: the standard route supports 100 units on day 10.
- Commercial rule v1: Fictional policy: below 30% modeled margin requires Finance review. The relationship owner holds commercial choice; Operations confirms delivery plans.
- Proposal r1: $50,000 revenue; $34,000 modeled cost; 32.00% margin; 100 units on day 10. Proposal r1 was commercially approved and capacity-confirmed under capacity plan v1 and has not been issued.
- Capacity update v2: The standard route moves to day 15. Expedited or split plans require renewed checks.
- Cost comparison v2: Deliver later: $34,000 modeled cost. Expedite: $38,000. Split delivery: $36,000 ($2,000 more than r1).
- Proposal r2: $50,000 revenue; $36,000 modeled cost; 28.00% margin; 40 units on day 10 and 60 on day 15. Finance review and Operations confirmation pending.
Step 5 · Follow-through: Carry the agreed work through.
The exact revised proposal is the version carried forward. A recorded system receipt shows submission; customer acceptance remains a separate step.
Visible stateIllustrative decisions within the story recorded for r2 · simulated issue receipt · customer acceptance pending
The revised version is submitted; customer acceptance is still pending.
- Relationship owner
- Proposal r2 is submitted. Customer acceptance is still pending.
- Operations
- Confirmation recorded for the r2 split plan: 40 units on day 10, 60 on day 15.
- Finance
- Review recorded for the exact r2 terms: $50,000 revenue and $36,000 modeled cost.
Illustrative decisions within the story. A receipt is not customer acceptance, fulfillment, payment or realized margin.
Sources available at this step
- Customer request v1: 100 units needed by day 10.
- Capacity plan v1: Earlier slot: the standard route supports 100 units on day 10.
- Commercial rule v1: Fictional policy: below 30% modeled margin requires Finance review. The relationship owner holds commercial choice; Operations confirms delivery plans.
- Proposal r1: $50,000 revenue; $34,000 modeled cost; 32.00% margin; 100 units on day 10. Proposal r1 was commercially approved and capacity-confirmed under capacity plan v1 and has not been issued.
- Capacity update v2: The standard route moves to day 15. Expedited or split plans require renewed checks.
- Cost comparison v2: Deliver later: $34,000 modeled cost. Expedite: $38,000. Split delivery: $36,000 ($2,000 more than r1).
- Proposal r2: $50,000 revenue; $36,000 modeled cost; 28.00% margin; 40 units on day 10 and 60 on day 15. Finance review and Operations confirmation pending.
- Proposal r2 · recorded decisions: Illustrative decisions within the story: Finance reviewed the 28.00% exception for the exact r2 terms; Operations confirmed the split plan. Simulated issue receipt recorded; customer acceptance pending.
Step 6 · Reviewed learning: Retain what should help next time.
A useful lesson becomes guidance only after the appropriate review, with a defined scope for later use.
Visible stateCandidate reviewed and released for matching split-delivery cases · an example of later use
The next eligible case can begin with this guidance. It does not apply to every quote, and no improvement has been measured.
- Relationship owner
- The next comparable split-delivery quote can start from the reviewed guidance.
- Operations
- The guidance asks for the delivery plan to be costed before the promise is made.
- Finance
- Released guidance is not evidence of improved margin; later results are reviewed.
- A later order with a split-delivery plan. Reviewed guidance v1 applies: cost the delivery plan and confirm the required contributions before making the promise.
- A later order fulfilled from available stock in a single delivery. This guidance does not apply to this situation. Other guidance for the case may still apply.
Sources available at this step
- Customer request v1: 100 units needed by day 10.
- Capacity plan v1: Earlier slot: the standard route supports 100 units on day 10.
- Commercial rule v1: Fictional policy: below 30% modeled margin requires Finance review. The relationship owner holds commercial choice; Operations confirms delivery plans.
- Proposal r1: $50,000 revenue; $34,000 modeled cost; 32.00% margin; 100 units on day 10. Proposal r1 was commercially approved and capacity-confirmed under capacity plan v1 and has not been issued.
- Capacity update v2: The standard route moves to day 15. Expedited or split plans require renewed checks.
- Cost comparison v2: Deliver later: $34,000 modeled cost. Expedite: $38,000. Split delivery: $36,000 ($2,000 more than r1).
- Proposal r2: $50,000 revenue; $36,000 modeled cost; 28.00% margin; 40 units on day 10 and 60 on day 15. Finance review and Operations confirmation pending.
- Proposal r2 · recorded decisions: Illustrative decisions within the story: Finance reviewed the 28.00% exception for the exact r2 terms; Operations confirmed the split plan. Simulated issue receipt recorded; customer acceptance pending.
- Reviewed guidance v1: For comparable split-delivery situations, cost the delivery plan and confirm the required contributions before making the promise.
| Option | Revenue | Modeled cost | Modeled margin | Delivery | Contribution needed |
|---|---|---|---|---|---|
| Deliver later | $50,000 | $34,000 | 32.00% | 100 units on day 15 | Relationship owner's commercial choice; Operations confirmation |
| Expedite and reprice | $55,000 | $38,000 | 30.91% | 100 units on day 10 | Commercial repricing decision; Operations confirmation |
| Split delivery | $50,000 | $36,000 | 28.00% | 40 units on day 10; 60 on day 15 | Commercial choice; Finance exception review; Operations confirmation |
Unrepriced sensitivity · not a selectable optionExpediting at the unchanged $50,000 price would cost $38,000 and leave a 24.00% modeled margin. That is why the expedited option is repriced to $55,000.
| Basis | Delivery | Modeled economics | Decision status |
|---|---|---|---|
| Earlier: Proposal r1 | 100 units on day 10 (Capacity plan v1) | $50,000 revenue; $34,000 modeled cost; 32.00% margin | Proposal r1: Commercially approved and capacity-confirmed under the earlier plan; not issued |
| Revised: Proposal r2 | Proposal r2: 40 units on day 10; 60 on day 15 | Proposal r2: $50,000 revenue; $36,000 modeled cost; 28.00% margin | Proposal r2 proposed; Finance review and Operations confirmation pending |
The person makes a better-informed commercial judgment. Colleagues contribute what they own. The business keeps the context, decision and unfinished work.
Designed to stay with the responsibility.
Important work continues after the conversation ends. Kairos’s persistent, active and proactive design connects what was agreed to what happens next.
- Always On The responsibility remains in service within the agreed coverage, with unfinished work and the next checkpoint visible.
- Aware Changes are considered in the context of your work, the company and the result you are trying to achieve.
- Active Permitted preparation and coordination can progress within the agreed boundaries.
- Proactive A meaningful change or approaching decision can bring Kairos back to you without another prompt.
Coverage and permissions define what continues, what waits and when a person needs to be involved.
The same company. The right context for the work.
A changed delivery date means something different to the relationship owner, operations and finance. Kairos is designed to connect those perspectives through the same company context, while keeping each person’s work and decision rights clear.
Lattice is the shared enterprise intelligence environment behind that experience. Its five context dimensions connect the business ability, the concerns that matter, the operating situation, the participants and their work, and the versions that apply.
The five context dimensions
- Capability
- The business ability and result the work serves.
- Business Aspect
- The commercial, operating, customer or other concerns that matter.
- Operating Context
- The specific case, commitments, conditions and constraints.
- Participant & Work Context
- The people, teams, agents or systems involved, their work and the authority that applies.
- Temporal & Evolution Context
- What was known then, what applies now and what has changed.
Governance, authority and evidence apply across all five dimensions; they are not additional dimensions.
Illustrative context · Illustrative scenario · Fictional company, figures and decisions.
| Dimension | Value | Why it changes the response |
|---|---|---|
| Capability | Profitable quoting; prepare an acceptable customer commitment | Links preparation to a business result |
| Business Aspect | Customer relationship, delivery feasibility and modeled margin | Makes the tradeoff visible |
| Operating Context | 100 units; day-10 request; standard route now day 15; split alternative | Determines the feasible options |
| Participant & Work Context | Relationship owner proposes; Finance reviews the 28% exception; Operations confirms the split | Shows who contributes which judgment |
| Temporal & Evolution Context | Capacity v2, cost comparison v2 and proposal r2; r1 is historical | Prevents the old decision from being represented as approval of new terms |
Context should change the useful answer—and make the reason for that change understandable.
Start where a better business ability would matter.
Profitable quoting
Prepare a customer commitment using current scope, costs, capacity and commercial authority. Keep it current when the conditions change.
Commercial relationship development
Help a banker understand a client’s situation, prepare a useful conversation, coordinate specialist contributions and carry the agreed next step forward.
Supplier purchase assurance
Connect delivery evidence, purchases, invoices and statements. Bring discrepancies to the people who can resolve them and keep unresolved work visible.
Operating continuity
Give a qualified colleague the context, evidence and reviewed guidance needed to pick up a responsibility and recognize when more judgment is required.
Illustrative capability opportunities. The useful scope, connections and acceptance criteria are established for each business.
One important responsibility. A complete undertaking behind it.
Kairos is the agent product. Kainora brings the business capability architecture, AI-native engineering, reusable platform and agreed operating support needed to establish its useful role in your company.
We begin with the priority and the ability your business needs. Together we define the people, knowledge, decisions, systems and conditions involved, then make the result testable in everyday work.
What you receive
A defined responsibility and capability scope, with an accountable operating owner.
The relevant company context, participant experience and agreed system connections.
Representative cases, acceptance evidence and a controlled introduction into use.
Agreed support, review and evolution arrangements.
What your team contributes
The business priority and the person accountable for it.
Domain knowledge, representative work and authorized access.
Timely decisions, participation in validation and ownership of everyday use.
- How the work progresses Clarify the priority and assess the capability. Architect and engineer the realization. Introduce it into everyday use. Support and deliberately evolve what proves useful.
Scope, fees, timing, rights, customer participation and continuing support are agreed for the engagement.
A useful agent experience. A shared business foundation.
Kairos
The AI agent product people use to understand, contribute, decide and carry responsibilities forward.
Lattice
The shared enterprise intelligence environment connecting relevant knowledge, work, operating context, authority, evidence and reviewed learning.
Kainora
The company that brings capability design, engineering, rollout and agreed support together around the business result.
Your business supplies the purpose and operating authority. The capability connects the people and systems needed to carry it into practice.
Questions buyers ask
Is Kairos an AI assistant or a business capability?
Kairos is the AI agent product. A business capability is the complete ability it helps your people exercise—for example, preparing commercially sound quotes and carrying them through the right decisions. Kainora establishes the relevant knowledge, work, connections and support around that ability.
Can I use it to ask questions before assigning work?
The intended experience includes inquiry, exploration and preparation. Assigning a responsibility, committing the company or taking consequential action brings additional scope and authority requirements.
Does each person work from a different copy of the business?
The design combines shared company context with participant-specific views and permissions. People can contribute to the same case while seeing the information relevant and permitted for their work.
What can Kairos do without asking every time?
The agreed responsibility defines permitted work, limits and escalation. Routine actions may be covered by standing permission; other decisions require the appropriate person’s review. A change in conditions or authority can change what is allowed.
Does Kairos replace our existing systems?
The starting point is the ability the business needs. Relevant systems can remain part of the operating environment. Required connections and any system changes are assessed for the agreed scope.
What is available today?
This page illustrates the intended Kairos experience. Ask us to review the currently supported capabilities, access options and connections for your proposed use. We will distinguish demonstrated behavior, simulated elements and the work required for delivery.
Can it work at the desk and on the go?
The intended experience carries context and responsibilities across work settings. Supported browser, desktop and mobile access is confirmed for the implementation. The illustrations on this page do not establish availability on a particular device.
Does it learn from our work automatically?
Experience can produce candidate improvements. The appropriate people review what should change, and approved guidance is applied within its intended scope. Later use and results determine whether it should be retained or revised.
Is this a subscription I can buy online?
An initial engagement is scoped around the capability, participants, connections and support required. Commercial terms may include assessment, engineering and rollout, plus platform access and agreed continuing support.
What would you like help carrying forward?
Bring one business priority, important responsibility or recurring decision. We can explore where Kairos could help, what the capability would require and what evidence would make the next step worthwhile.