← YENTRA.AISPARK // ONLINEWRITES TO : CORTEX
YENTRA / SPARK
MODE : ADAPTIVE INTERVIEW · GUIDED WORKFLOW◯ LIVE
[ YENTRA SPARK / DISCOVERY AND GUIDED WORKFLOWS ]

SEE THE REAL WORK.
THEN RUN IT THE RIGHT WAY.

SPARK maps how people actually work and turns that understanding into guided processes that people and AI follow together, using the shared knowledge already stored in Yentra Cortex.

▸ REQUEST A PRIVATE BRIEFING → _ WHAT IT DOES
Discovery and controlled workflows in one place. No jargon required.
[ 01 / PROBLEM ]
MOST COMPANIES INTRODUCE AI THE WRONG WAY ROUND
04 BLOCKS
// LEAD

They buy the tool first. Then they go looking for the work.

Process maps and org charts show what should happen. Surveys give averaged answers people think the company wants to hear. Meanwhile the real work stays hidden: the manual checks nobody documented, the knowledge that lives in one person's head, the workarounds that keep things moving. And even where knowledge is captured, people and tools still use it inconsistently. Without a picture of reality and a way to force consistent use of the right information, every AI project is a guess.
// WHERE THE REAL WORK HIDESNOT ON THE MAP
Undocumented checks
82%
One person's head
74%
Workarounds
69%
Reports nobody reads
47%
SIGNAL : DECIDING WITHOUT EVIDENCE
// 01

Tool first, work second

A pilot starts, then somebody hunts for a place to use it. The technology arrives before anyone has agreed what problem it is solving.
// 02

The map is not the work

Process documentation describes the official route. The daily reality is full of detours that never made it into writing.
// 03

Surveys average away the truth

Fixed questions collect the answers people believe are expected. The specific, awkward, valuable details never surface.
// 04

Knowledge is used inconsistently

Even captured knowledge gets ignored. The same questions are asked again, decisions drift, and projects end up automating work that should never have existed.
[ 02 / WHAT IT DOES ]
FIND HOW WORK REALLY GETS DONE · THEN GUIDE HOW IT RUNS
TWO HALVES
// DEFINITION

INTERVIEWS THAT ADAPT. WORKFLOWS THAT HOLD.

A questionnaire, then a report. A conversation that follows the answer, then a process that runs.

First, it finds out how work really gets done. The questions change based on what the person just said, so someone in finance and someone in operations start from the same place and end up having completely different, relevant conversations. These are not surveys. They dig past the official process and surface the work that never appears on the map.

// OUTPUT 01 A picture of the real work The decisions people actually make, where time goes, how tasks depend on each other, where the same work is done twice.
// OUTPUT 02 Workflows that run on it Guided processes people and AI follow together, drawing on Cortex and forcing the right information at the right moment.

Then it turns that understanding into guided ways of working. Both the pictures and the workflows live in the shared system the organisation already uses, Yentra Cortex. Nothing is locked in a private file or a consultant's slide deck.

OPENING QUESTION "walk me through yesterday" FINANCE PATH "who signs it off?" OPS PATH "then what?" EXCEPTION PATH "when it breaks?" // FOUND : NOT ON THE PROCESS MAP A manual reconciliation, done every Friday, by one person. PICTURE 01 THE PERSON decisions · time · knowledge PICTURE 02 THE FLOW depends · stalls · duplicates // WRITTEN INTO YENTRA CORTEX // BLUEPRINT + DIRECTIVE A guided workflow people and AI follow, every run drawing on Cortex. // ADAPTIVE INTERVIEW PATH SAME START · DIFFERENT ROUTE NOT A QUESTIONNAIRE DISCOVER → RUN
[ 03 / THE TOOLS ]
BLUEPRINTS AND DIRECTIVES · HOW GUIDED WORKFLOWS GET BUILT
TWO PARTS · ONE RESULT
// BLUEPRINT

THE GUIDED PATH

A Blueprint is a reusable guided conversation or workflow. It starts with an opening question, then adapts every later question or step based on the answers given, following the person's actual situation instead of forcing everyone down the same rigid path. Different roles end up with different, relevant routes through the same Blueprint.

Opening step“Walk me through yesterday.”
↓ adapts to the answer given
Finance route“Who signs it off?”
Ops route“Then what happens?”
↓ same Blueprint · different route
Recorded in CortexDecision · owner · reasoning
// DIRECTIVE

THE RULES THAT STEER IT

A Directive is the set of rules that steers the conversation or workflow according to what matters for that team or leader. It keeps the Blueprint focused on the outcomes the organisation actually cares about, and forces consistent use of the approved knowledge.

FINANCEPushes for financial stability and risk: who approves it, what the exposure is, what has to be recorded.
OPERATIONSPushes for capacity and flow: where the work stalls, who is overloaded, what the handover really costs.
EVERY RUNDraws on the knowledge already in Cortex, so the right context is used at the right moment.
// TOGETHER Powerful, controlled agents and complete workflows. The agent does not just answer questions. It guides the person, or another system, through a defined process, draws on the knowledge in Cortex, and records decisions and outcomes so nothing is lost.
[ 04 / THE DECISION ]
EVERY TASK GETS ONE ANSWER. THERE ARE ONLY FIVE.
NO WISH LISTS
01
// DECISION

Keep it human

This work needs a person's judgement. Do not hand it to a machine.

▸ Judging a borderline claim
02
// DECISION

Help the person

AI does the heavy lifting. Drafting, checking, gathering. The person still makes the final call.

▸ Drafting the board summary
03
// DECISION

Fully automate

The work is clear and rule-based. A system can do it.

▸ Re-keying data between systems
04
// DECISION

Stop doing it

The work no longer creates value. Delete it. This option is deliberate. Most organisations automate the waste instead.

▸ The monthly report nobody opens
05
// DECISION

Learn a new skill

The team needs new capability to oversee the AI properly, checking its output, deciding when it may act.

▸ Checking what the AI produced
// WHAT YOU LEAVE WITH A sequenced plan and, where useful, the guided workflows that put it into practice.
[ 05 / WHY IT MATTERS ]
FOUR RESULTS LEADERS ACTUALLY CARE ABOUT
04 OUTCOMES
01
// SPEND

Stop funding the wrong AI projects

Technology is applied only where the work actually needs it and where the decision is already clear. Nothing is bought on hope.

GUESSWORK EVIDENCE
02
// ATTENTION

Protect people's attention

People have a limited capacity for focused work. Removing low-value tasks, and guiding people to the information that matters, reserves judgement for the decisions that count.

LOW-VALUE TASKS JUDGMENT · RECLAIMED
03
// CONTROL

Keep control you can defend

Clear rules on who may move a task from human to machine, what records are kept, and what the AI is never allowed to do alone. Blueprints and Directives enforce consistent use of the approved knowledge.

HUMAN MACHINE RULE : WHO MAY MOVE IT RECORD : KEPT · DEFENSIBLE
04
// PRACTICE

Turn discovery into daily practice

The same system that maps the work also runs the new way of working. Nothing is left as a slide deck or a forgotten report.

DISCOVERY WORKFLOW RUNS, THEN IMPROVES
[ 06 / WITH CORTEX ]
SPARK MAPS IT AND RUNS IT. CORTEX REMEMBERS IT.
DESIGNED TO PAIR
// HOW THEY FIT

THE SHARED BRAIN, AND THE WORK THAT USES IT.

Yentra Cortex is the shared memory system that keeps knowledge available to both people and AI tools, so nothing is lost when someone leaves or a conversation ends. SPARK runs on that same system and writes into it.

▸The pictures SPARK creates become permanent, searchable records, not a deck that ages on a shared drive.
▸The Blueprints and the agents built with them live there too, alongside the knowledge they draw on.
▸When a guided workflow runs, it uses what Cortex already knows and forces the right context at the right time.
▸Cortex is the permanent shared brain. SPARK maps the real work and builds the processes that use that brain wisely.
// PLATFORM VIEWSPARK → CORTEX
YOUR INFRASTRUCTURE BOUNDARY PEOPLE THE REAL WORK SESSIONS ADAPTIVE INTERVIEW // DISCOVERY + WORKFLOWS SPARK // SHARED MEMORY SUBSTRATE CORTEX permissioned · audited · in-tenant
RUNS ONCORTEX
BUILT WITHBLUEPRINTS · DIRECTIVES
START WITHONE FUNCTION
[ 07 / WHO IT'S FOR ]
YOU DO NOT NEED TO UNDERSTAND AI TO USE SPARK
04 PROFILES
// WHO THIS IS FOR

You only need to care about how work actually gets done, and how people and systems should use information.

01Leaders who have already tried AI projects and want the next ones to deliver.
02Operations and finance leaders who need to know where capacity is really spent, and how to guide it.
03Anyone responsible for making AI investments explainable and defensible.
04Organisations that want to start with the work, then turn it into consistent daily practice.
// WHERE SPARK SITS
SparkDISCOVER + RUN Map the real work, force a decision on every task, then run it as a guided workflow.
CortexMEMORY LAYER The shared brain the pictures, Blueprints and agents live in.
OntologyDEEP ENGINEERING Deeper ontological engineering for organisations that need it.
Bring one team or one function. Expand only once the value is proven.
[ 08 / BRIEFING ]
SEE WHAT THE PICTURE LOOKS LIKE FOR ONE OF YOUR TEAMS
PRIVATE

READY TO SEE THE REAL WORK, AND RUN IT RIGHT?

FORMAT PRIVATE BRIEFINGBRING ONE TEAM OR FUNCTIONOUTCOME DECISIONS + WORKFLOWS
// PRIMARY

Request a private briefing

Bring one team or one function. We will show you what the picture looks like, what decisions it forces, and how Blueprints turn that understanding into guided workflows.

DURATION45 MINUTES
PREP REQUIREDNONE
ATTENDEES2–5
REQUEST A BRIEFING →
// SECONDARY

Run one function

A scoped discovery across a single function, with the interviews run, the decisions documented, and the first Blueprints built in your own Cortex.

SCOPEONE FUNCTION
OUTPUTPLAN + WORKFLOWS
SCOPE A DISCOVERY →
// IF YOU RUN CORTEX

Add Spark to Cortex

Already running the shared brain? Spark writes straight into it. Same permissions, same audit trail, no new platform.

PLATFORMEXISTING CORTEX
SETUPNO NEW STACK
TALK IT THROUGH →