sōtem

The engine

One engine behind Mondaily and every sōtem product

One schematic of the whole system. Every panel is a real part of Mondaily, every numbered wire a real connection with the code that carries it. A diamond is a point where a person approves.

01SourcesWhat the engine reads
DealsAvailable

Open deals: value, stage, currency, last touched

TasksAvailable

Open tasks: who owns them, when they are due

Contacts, companies, recordsAvailable

Everything else in the Mondaily Graph

Business factsAvailable

What you confirmed about your business

The open webIn development

Public business pages, reviews, forums

Native speakersAvailable

Paid, consented contributors

02UnderstandsRecall, checks, routing
MemoryIn development

Recalls the facts behind an answer

  • Ranks records, tasks and decisions by relevance and recency
  • Stores nothing new
GroundingIn development

Checks every number the AI writes

  • Code counts, the AI narrates, code checks the narration
  • A mismatch ships the plain figures
RouterIn development

Each job to the right sōtem model

  • Quick replies
  • Deep reasoning
  • Reading pages into fields
  • Summaries
  • Help
  • Meetings
  • Lead search
  • Code repair
  • Drafts
  • Images
03EnginesWhat does the work
Secret BrainAvailable

Every morning, every workspace. Plain code, no guessing.

  • Stalled high-value dealOpen, top 10% by value, untouched 14 days. Risk at 30.
  • Overdue pile-upOne member with 3 or more overdue tasks. Risk at 6.
  • Decisions waitingPending 7 days or more. Risk at 5.
  • One deal carries the pipelineOver half of the open value in a single deal.
AgentsAvailable

Each watches its own part of the workspace

  • Operations AgentOn a schedule
  • Relationship AgentOn a schedule
  • Finance AgentOn a schedule
  • Signal AgentOn a schedule
  • Graph Enrichment AgentWhen a record changes
  • Prospecting AgentOn a schedule
  • Workflow AgentWhen a record changes
  • Opportunity AgentOn a schedule
  • People AgentOn a schedule
  • Portfolio AgentOn a schedule
  • Asset AgentOn a schedule
  • Insights AgentOn a schedule
  • Meeting AgentOn a schedule
  • Goal PlannerWhen you ask
sōtem DirectAvailable

Answers from your data, acts on your word

  • Create a task · schedule a meeting · add a note · log a contact · draft an email
sōtem RadarIn development

Finds new customers

  • Finds · chooses · acts, nine steps
sōtem VoiceIn development

Speech, transcription, voice agents

sōtem Data LabAvailable

People teach it their dialect

04You decideNothing passes without a person
Decision QueueAvailable

Every proposal with its evidence. A person approves, edits or rejects.

05Out and learningWhere results land, how it improves
Signal logAvailable

Every run with its proof of work, every signal with its evidence

Learning ledgerAvailable

Every verdict kept, personal data removed

Shadow testsAvailable

A new model must beat the current one on real work

Your Graph, updatedAvailable

Tasks, meetings, notes, saved leads

Social platformsAvailable

LinkedIn and 12 more

Mondaily callsIn development

Live Connect meetings

Banks and governmentsIn development

And businesses, for their customers

Mondaily's own serversEvery sōtem model runs on Mondaily's own servers in Europe. No third-party AI.

Every wire, 27 in all

Hover a row to trace it. Proof is the part of Mondaily's code that carries it.

#FromToWhat flowsGateStatusProof
1DealsSecret Brain: Stalled high-value dealOpen deals, value in your base currency, last touchedAvailablesecret-brain
2TasksSecret Brain: Overdue pile-upOverdue tasks, grouped by ownerAvailablesecret-brain
3Decision QueueSecret Brain: Decisions waitingHow long each decision has waitedAvailablesecret-brain
4DealsSecret Brain: One deal carries the pipelineEach deal's share of the open pipelineAvailablesecret-brain
5Secret BrainSignal logThe run, the rows it scanned, every signal with its evidenceAvailablesecret-brain
6Secret BrainDecision QueueAdvisor proposals, when a workspace switches them on. Never repeated within 14 days.You decideAvailablesecret-brain
7Contacts, companies, recordsAgentsThe records, deals and tasks each agent watchesAvailablechief-of-staff
8GroundingAgentsNumbers checked before an agent shows themIn developmentgrounding
9AgentsDecision QueueThe next step, prepared, with its evidenceYou decideAvailableautonomy
10Contacts, companies, recordsMemoryRecords, tasks and decisions you already holdIn developmentmemory-recall
11Contacts, companies, recordssōtem DirectAnswers from your own data, with the sourceAvailablesotem-direct
12Memorysōtem DirectThe facts behind an answerIn developmentmemory-recall
13sōtem DirectYour Graph, updatedA task, meeting, note, contact log or email draftYou confirmAvailablesotem-direct-actions
14The open websōtem RadarEight searches per question, every page read in fullIn developmentradar
15sōtem RadarYour Graph, updatedLeads with their sources, never saved twiceYou saveIn developmentdiscovery-pipeline
16sōtem RadarDecision QueueFollow-up decisions for the leads you pickYou decideIn developmentdiscovery-pipeline
17Business factssōtem SocialOnly the facts you confirmedAvailablesotem-social/business
18sōtem SocialSocial platformsThe exact post you approved, through the official APIYou approveAvailablelinkedin-publish
19Native speakerssōtem Data LabRecordings, with consent and the pay shown firstAvailabledata-lab/core
20sōtem Data Labsōtem VoiceTrains the Gulf voicesIn developmentsotem-products
21sōtem VoiceMondaily callsLive captions, translation and transcriptsIn developmenttranslation
22sōtem VoiceBanks and governmentsVoice agents in the caller's dialectIn developmentsotem-products
23Decision QueueLearning ledgerEvery approve, edit and reject, personal data removedAvailabletraining-ledger
24Learning ledgerRouterTraining data for sōtem's own modelsIn developmenttraining-ledger
25Shadow testsRouterA model earns live work only by beating the current oneAvailableinference-shadow
26RouterAgentsReasoning on what an agent foundIn developmentai-router
27Routersōtem RadarUnderstanding the question, reading pages into fieldsIn developmentai-router
  1. 01

    Nothing leaves without a person

    Every step that changes a record or reaches the outside world waits at a gate until someone approves it.

  2. 02

    Every number is checked

    Code counts, the AI narrates, then code checks the narration. A mismatch ships the plain figures.

  3. 03

    One home for every model

    Every sōtem model runs on Mondaily's own servers in Europe. No outside AI provider sees your data.