recommendation-engine sync — architectureCurrentTo-Be

Event Stream

Kafka / MSK

event stream

KEEP

Stream Processing

Flink

stream processing

NEW

Feature Storage

DynamoDB

online feature store

NEW

Offline Store

training parity

RECOMMENDED

Contracts & Quality

Schema Registry

event contracts

RECOMMENDED

Drift Monitoring

features + model

RECOMMENDED

Legacy Pipeline

PAIN

Batch ETL

nightly · 24h stale

RETIRED

Model Inference

SageMaker

live inference

KEEP
Picture complete · 3 gaps filled
Coach 8/10 · 2 risks flagged
Executive brief ready · 3 decisions

For Solution Architects, Project Managers, Solutions Engineers, Technical Consultants, Account Executives & IT Leaders

Your meeting ends. The architecture is ready.

Skip the hours spent translating notes into diagrams. Walk away with clarity, shared understanding, and a path forward.

60 free credits · no card requiredNo bot joins your callYour data never trains AIDelete anytime
Paste a transcript fromOtterFathomGranolaZoomTeams8 file formats

You don’t need ten more summaries. You need to know what matters.

Note-takers replay the meeting. Loopflake reads it.

AI note-taker

Tells you what was said.

  • Transcription
  • Summary
  • Highlights
  • Action items
  • Search

Loopflake

Tells you what it means.

  • Records & transcribes — no bot in your call
  • What actually matters
  • Decisions & risks, surfaced
  • The architecture, drawn
  • Action items — who owns it, by when
  • Business implications
  • What happens next
AI meeting coach scoring the meeting against its goal with guidance on what to act on next
Bird's Eye view: the whole system laid out end to end across capability columns
Current-state interactive architecture diagram
Target-state interactive architecture diagram
Executive brief with decisions and action items
Prioritized action items with owners

From one messy transcript to a full architecture package.

Five interactive outputs per meeting — swipe through the real thing.

AI Coach scoring a meeting against its goal with prioritized guidance

The Differentiator

Not just notes. A coach for the meeting behind the meeting.

Summaries tell you what was said. The AI Coach judges whether the meeting did its job — and shows its evidence, so a score is a finding, not a grade to nod at.

  • Goal score. Did this meeting qualify the deal, unblock the project, move the decision? Scored against its actual objective.

  • Risk detection. The assumptions, gaps, and blockers everyone talked past — flagged with the lines that reveal them.

  • Next-step coaching. What the SE, AE, or PM should do next — concrete moves, not "circle back".

Where It Earns Its Keep

Built for every conversation that matters.

Customer meetings

Needs, objections, buying signals and next steps — and what the Coach says your best move is.

Learn more

Technical meetings

Technical conversations deserve more than transcripts: the architecture drawn, decisions and dependencies captured.

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Project meetings

Blockers, decisions, owners and what has to move forward — extracted as actions, not prose.

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Leadership meetings

The key updates, risks and decisions across the business — as a brief, not a transcript.

Learn more

How It Works

Three steps. Zero manual drawing.

01

Feed it the conversation

Record the meeting right in Loopflake — no bot in your call — or paste notes and upload transcripts (TXT, PDF, DOCX, VTT).

02

Watch it draw

The map streams in live as the AI extracts systems, decisions, risks, and owners.

03

Share the record

Five interactive tabs and a one-click HTML export your team can open anywhere.

“I spent years redrawing the same boxes after every architecture review call. Loopflake is the tool I wished I had — paste the transcript, and the boxes draw themselves before the follow-up email goes out.”
The Solutions Architect Who Built Loopflake

Pricing

Simple pricing. No surprises.

Process meetings, get diagrams and briefs. Start free, upgrade when you need more.

Free

Try it out, no card required

$0forever

25 starter credits

  • 60 starter credits
  • No credit card required
  • Intelligent and experienced meeting coach
  • Visual map, architecture diagram & Bird's Eye view
  • Executive brief & action items
  • SME fit-gap analysis with Excel export
  • Architecture diagram export (PNG & HTML)
  • Shareable HTML export of the whole meeting

Pro Monthly

Billed monthly

$16/month

150 credits every month · cancel anytime

150 credits / month

  • 150 credits every month
  • Advanced AI models
  • Intelligent and experienced meeting coach
  • Visual map, architecture diagram & Bird's Eye view
  • Executive brief & action items
  • Top-up credits never expire
  • SME fit-gap analysis with Excel export
  • Architecture diagram export (PNG & HTML)
  • Shareable HTML export of the whole meeting
Best Value

FAQ

Common questions

Your meetings already contain the answers. Loopflake finds them.

Upload a transcript. See what you missed.

60 free credits · no card required · delete anytime