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TURN Engineering collaboration into auditable decisions & safe actions

Engineering knowledge is constantly lost in meetings, emails, chats and disconnected systems. Whisper captures engineering intent across your existing toolchain, turning fragmented conversations and decisions into traceable knowledge that engineers, managers and AI systems can actually use.

What Changes with Whisper?
Engineering teams don’t need more tools.
They need visibility, traceability, and action from the work already happening.
​Whisper turns everyday collaboration into measurable outcomes.

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No new UI Permission-aware Provenance-first Safe write-backs Managed open source

Engineering Component Blueprint

Common Engineering Challenges

 

 

 

Project Risks Appear Too Late

Problems often aren't discovered until a review meeting or status report, when delays have already happened.

Whisper continuously monitors engineering activity across meetings, chat, email and connected systems, surfacing stalled approvals, rework loops and weak signals as they emerge instead of weeks later.

RESULT:

Identify risks 2+ weeks earlier and reduce late-stage surprises.

 

 

 

Engineers Spend Too Much Time Reporting

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Engineering teams waste valuable time updating project trackers, writing status reports and documenting work that has already happened.

Whisper automatically converts everyday engineering activity into structured project updates, timelines and documentation, keeping everyone informed without additional admin.

RESULT:
Reduce reporting effort by 30–50% and give engineers more time for engineering.​​​

 

 

 

Critical Decisions Keep Getting Lost

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The reasoning behind design decisions disappears into meetings, emails and chat, leaving teams to rediscover why choices were made.

Whisper captures engineering conversations and links them directly to projects, parts and documents, preserving the context behind every decision.

RESULT:
Capture over 80% of engineering decisions instead of relying on fragmented or missing records.​

 

 

Your Engineering Data isn't Ready for AI

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Engineering knowledge is scattered across disconnected systems, making it difficult to trust AI with meaningful work.

Whisper structures engineering information with provenance, governance and permissions, creating a trusted foundation for AI assistants and automation.

RESULT:
Move from disconnected information to secure, governed AI-ready engineering knowledge.

 

Risk Detection

Earlier

2+ Weeks

Reporting Effort

Less Admin

30 - 50%

Engineering Decisions

Captured

80 %

Documentation Effort

Easier

30 - 60%

Based on pilot deployments across engineering and manufacturing environments.

Engineering Decisions Disappear

Critical design discussions happen in meetings, emails and chat - but rarely become part of the engineering record.

Aircraft Turbine Engine

Whisper is NOT Another Engineer-facing Platform

It runs in the background, captures collaborative signals, structures them, respects permissions, and returns insight or action inside the tools people already use.

From chat, email, meetings, docs and tool activity

Respects native ACLs and implied permissions

Supports read-only, suggested, gated and automated actions

Engineering intent is created in meetings, email, Slack or Teams, docs, voice and other day-to-day collaboration.

But only final artifacts reach systems of record.

The result is blind spots, late risk discovery, reporting overhead, weak traceability, and stalled AI initiatives.

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Engineering Component Blueprint

At A Glance

Whisper Effectors

GOVERNANCE IS BUILT IN

Whisper controls who can see what - based on context, not just system settings. It respects permissions across teams, customers, and suppliers.

IT ACTS SAFELY

Actions are staged from read-only to suggested, gated and automated, with validation and auditability.

PROVENANCE IS VISIBLE

Every material claim can show source, timestamp, author or system, link, and why it was accessible.

YOU OWN IT

Managed open source, full source access, optional support, and no lock-in.

Engineering Decisions Disappear

Critical design discussions happen in meetings, emails and chat - but rarely become part of the engineering record.

Real Use Cases

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Additive Manufacturing, ShopFloor Production, Service Bureaus 

WHATEVER YOUR NEED, FLOWS HAS YOU COVERED...

Deployment

🗸 On-Premise

Data never leaves your network

🗸 Model Agnostic

Any LLM - OpenAI, Anthropic, Llama, Mistral, or your own

🗸 Air-Gappable

Runs fully disconnected for classified environments

🗸 Full Access Code

Verify security, build add-ons

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Keep your existing toolchain.
Prove value fast.

Learn More About Engineering Intent & AI

Team Designing Car

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