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Platform Intelligence Layer

BrainARC™

Captures the knowledge nobody ever wrote down, maps it against everything that is written down, scores how much you can trust it, and turns the gaps into a plan before the person who knows leaves.

BrainARC™·Knowledge Item Summary
Single-source

Before capture

87%

Confidence, after capture

90 days

Expert's remaining tenure

Plan ready

Transfer status

Summary: Why the EU billing fallback route skips validation existed only in one engineer's memory and a single Slack thread. Outcome: captured through an adaptive interview, cross-referenced against the related 2023 incident report, and turned into a two-session transfer plan before the expert's last day.

Sample knowledge item shown for illustration. Names, systems, and incidents are fictional.

Wikis & DocumentationTicketing SystemsEmail & ChatCode RepositoriesIncident Reports
The Problem

Every Organization Runs on Things Nobody Documented

The config nobody touches because of an outage three years ago. The fallback path only one engineer remembers. That knowledge lives in people's heads or scattered across systems nobody has one view of, and both are risky.

Slower Incident Resolution

When the person who understands a system is unavailable, resolving an incident takes longer than it should.

Longer Onboarding

New hires spend months rediscovering what a departed expert already knew.

Repeated Mistakes

Lessons from past incidents get relearned instead of reused, because they were never written down.

Key-Person Dependency

A small number of people, and often contractors, become the only path to critical answers.

Legacy Modernization Risk

Modernization projects start without the business context that explains why a system was built the way it was.

Rising Continuity Risk

Every retirement, resignation, or team move increases how much undocumented knowledge could disappear at once.

The Solution

Six Modules, One System for Institutional Knowledge

BrainARC captures, connects, scores, and transfers knowledge, with humans approving what matters most at every step.

Module 01

Brain Capture

AI interviews with experts that adapt their follow-up questions as the conversation goes deeper.

Module 02

Brain Ingest

Connectors pull from your existing enterprise sources, no new system to maintain.

Module 03

Brain Graph

Maps the relationships between people, systems, processes, decisions, and incidents.

Module 04

Brain Health

Scores knowledge confidence, freshness, and risk, so you know what to trust and what to fix.

Module 05

Brain Copilot

An assistant that answers questions with sources and a confidence score attached to every answer.

Module 06

Brain Transfer

Turns identified knowledge gaps into targeted, actionable knowledge-transfer plans.

See It Work

Watch a Knowledge Item Move Through All Six Modules

This is a sample scenario, not a real employee or system. Step through it to see exactly how a knowledge gap gets closed.

BrainARC·Knowledge Item KI-1407
CaptureIngestGraphHealthCopilotTransfer

Brain Capture

An adaptive interview is underway with a senior platform engineer, questions adjust based on what the expert has already said.

"You mentioned a fallback route was added after the 2023 outage. What specifically triggers it?"

Expert

Senior Platform Engineer, retiring in 90 days

Progress

Question 4 of 7

Key Differentiators

Not Another Knowledge Base. Not a Chatbot. Not a Monitoring Tool.

These are the boundaries BrainARC is built around, not features to configure later.

Captures the Undocumented

It captures what was never written down anywhere, not just what a search index can already find.

Every Answer Is Traceable

Ask "why did you say this," and get a confidence score and a source, not just an answer.

Conflicts Get Flagged, Not Hidden

Disagreeing sources are surfaced for a human to resolve, never silently averaged into one answer.

Identifies Single-Person Dependencies

Builds an exit or retirement knowledge-preservation plan before the risk becomes a loss.

Humans Approve Critical Knowledge

AI output is never treated as truth by default, a person signs off on what matters most.

Respects Existing Permissions

Employees only ever see what they could already access in the source system.

It is not built for employee monitoring or performance evaluation. It is built to preserve knowledge, not to track individuals.

How It Works

From Undocumented Risk to a Sourced Answer

01

Identify the Risk

Brain Health surfaces where knowledge is thin, stale, or dependent on one person.

02

Capture and Ingest

Adaptive interviews and enterprise connectors bring the knowledge together in one place.

03

Validate and Score

Conflicts are flagged, confidence is scored, and a human approves what is critical.

04

Transfer and Answer

Gaps become a targeted transfer plan, and everyday questions get a sourced answer.

Deployment timeline figures withheld until backed by engagement-specific data. Publish the process, not invented numbers.

Proof From an Adjacent Knowledge Workflow

A Related Pattern Has Already Worked, BrainARC Itself Is New

BrainARC does not yet have its own published case study. The figure below is from a related sourced-answer knowledge deployment, Brain Copilot's closest adjacent pattern, not this specific product.

0%+

Drop in support ticket load when questions got sourced, self-serve answers instead of a manual search

0%

Every answer is traceable to a source and a confidence score, by design, not added on after the fact

0%

Critical knowledge never ships until a person signs off, no AI output treated as truth by default

FAQ

Questions IT and Operations Leaders Ask First

A knowledge base or chatbot can only answer from what is already written down. BrainARC captures what was never documented in the first place, through adaptive expert interviews, and maps it alongside everything scattered across your existing systems.

No. Humans approve critical knowledge before it is treated as reliable. AI output is never treated as truth by default, every answer carries a confidence score and a source.

Conflicting information across sources is flagged for human validation rather than silently resolved or averaged.

No. BrainARC respects source-system permissions, so employees only ever see what they could already access in the original system.

No. It is not built for employee monitoring or performance evaluation. It is built to preserve knowledge, not to track individuals.

No. It ingests and connects to your existing wikis, tickets, email, chat, and code, and fills the gap those systems cannot cover, the knowledge that was never written down anywhere.

Book a Demo

Map Your Own Key-Person Risk

45 minutes, agenda published below so there are no surprises. Bring one retirement, resignation, or team change you are already worried about.

The exact agenda, steal it if you like
Where your knowledge risk actually sits today10 min
Live Brain Capture and Copilot walkthrough15 min
Source connections and governance15 min
Rollout and next steps5 min
AS
Arun Skaria
Technical Architect
Book a Demo

No deck. No SDR. A specialist and a real knowledge risk.