FOR CTOs & FOUNDERS

The board asks questions only your code can answer.

Living documentation, competitive position, health scores — from your actual codebase. No engineering interviews required.

66%of projects have cost overruns

$109Mwasted per $1B invested

78%struggle to align tech + business

Capabilities

Board-level answers from code

No engineering interviews. No 2-week research projects. Data from your actual codebase.

Answer the board in hours, not weeks.

"How many features do we have?" "What's our competitive position?" "Where are the risks?" Today: weeks of engineering interviews. With Glue: data-backed answers from your actual codebase. Same day.

Living documentation— Auto-generated from code. Always current. Answer 'what do we have?' with data.

Competitive position— Gap Atlas scores your code against competitor features. 0-100%.

Knowledge risk map— Bus factor of 1 — visible before it becomes a crisis.

Competitive intelligence grounded in code.

CI tools track what competitors say. None connect to what your code can actually do. Gap Atlas is the first tool that bridges that gap.

Automated research— AI discovers competitor features and scores against your code.

Coverage scoring— 0-100% against what your code actually has.

Build-effort context— Know how hard each gap is to close.

Competitive intelligence grounded in code.

Tech health that stakeholders can read.

78% of tech leaders can't align tech strategy with business goals. Because tech health is invisible to everyone except engineers. Glue translates complexity, debt, and risk into metrics leadership understands.

Health scoring— Complexity, churn, debt — scored per module.

Investment cases— Show exactly where debt costs most and what fixing it unlocks.

Due diligence ready— M&A targets, investor asks, audits — answered in hours.

AI that reads your code, not the internet.

ChatGPT writes docs. Glue reads your codebase and knows your architecture. The intelligence layer between decisions and implementation.

Beyond ChatGPT— Glue knows YOUR code. Not generic best practices.

Strategic intelligence— 'What would this feature require?' 'What do competitors have?'

Code-grounded— Every answer backed by actual files, call graphs, and deps.

AI that reads your code, not the internet.

Your code stays yours.

Source code never persists. Clone → extract intelligence → delete. GitHub tokens encrypted AES-256-GCM. We extract answers, not code.

Zero persistence— Code cloned temporarily, metadata extracted, copies deleted.

AES-256-GCM— All credentials encrypted at rest.

Delete means delete— Remove your project. All data goes. No lock-in.

The numbers

The visibility crisis

$109M

wasted per $1B invested

Failed projects don't fail because of bad engineers.

PMI

17%

threaten company existence

One in six IT projects goes so badly it threatens the company.

McKinsey

1.8×

average cost overrun

Projects cost nearly twice estimates.

Academic meta-analysis

70%

take 1-2 months per decision

Large enterprises take months for key product decisions.

Productboard 2024

42%

fail Series B→C

The 'great filter' for SaaS. Product delivery failures are a key contributor.

Development Corporate

95%

of AI pilots fail ROI

Enterprise generative AI pilots without code context fail to provide ROI.

MIT / Productboard

Details

Everything you get as a CTO

[ 01 ]

Living documentation

Auto-generated from code. Always current. Answer 'what do we have?' with data.

[ 02 ]

Competitive position

Gap Atlas scores your code against competitor features. 0-100%.

[ 03 ]

Knowledge risk map

Bus factor of 1 — visible before it becomes a crisis.

[ 04 ]

Automated research

AI discovers competitor features and scores against your code.

[ 05 ]

Coverage scoring

0-100% against what your code actually has.

[ 06 ]

Build-effort context

Know how hard each gap is to close.

[ 07 ]

Health scoring

Complexity, churn, debt — scored per module.

[ 08 ]

Investment cases

Show exactly where debt costs most and what fixing it unlocks.

[ 09 ]

Due diligence ready

M&A targets, investor asks, audits — answered in hours.

[ 10 ]

Beyond ChatGPT

Glue knows YOUR code. Not generic best practices.

[ 11 ]

Strategic intelligence

'What would this feature require?' 'What do competitors have?'

[ 12 ]

Code-grounded

Every answer backed by actual files, call graphs, and deps.

[ 13 ]

Zero persistence

Code cloned temporarily, metadata extracted, copies deleted.

[ 14 ]

AES-256-GCM

All credentials encrypted at rest.

[ 15 ]

Delete means delete

Remove your project. All data goes. No lock-in.

See your product for the first time.

Get Started — Free

Works with any GitHub codebase · Setup in one hour