AI you can trust.trust.

Understand, debug and optimise the AI you already run — with no re-platforming.

Get a demo See how it works

Time to resolve

Open one execution instead of five dashboards, and name the layer that broke.

Cost to run

See what is consuming the budget, at the level where someone can act on it.

Value delivered

Ship AI dependable enough to put in front of customers and regulators.

Bulletin № 01The trust gap · 2026Prove it now

Enterprise AI

AI is in production.
Proof isn't.

You get spend traced to the decision that caused it, and evidence behind every AI decision.

of generative-AI projects are abandoned after proof of concept — cost, data quality, and unclear value.

Source · Gartner

of agentic-AI projects will be canceled by 2027 — escalating costs and unclear business value.

Source · Gartner

more tokens consumed year over year — even as prices halved. Cheaper tokens, heavier bills.

Source · Bain & Co. · via Fortune

This is the gap Evigauge closes. Provenance, not promises.

Book a demo See how it works

Why Evigauge

From black box to full provenance.
Four stages. One platform.

Most organisations are stuck between “we use AI” and “we can run AI.” These four stages are how you close that gap.

01Where the black box opens

See what actually happened.

One execution path across agent fleets, models, retrieval, tools and guardrails — whether the run ends in a reply, a ticket, a transaction, or a machine on the floor acting on it.

One platform.
Every leader's answer.

CFOWhat is AI costing us, and for what return?

Get the answers your leadership team is asking for.

Book a demo

One layer · every AI system

Four things that change on day one.

One SDK across agent fleets, pipelines and connected machines. Nothing to migrate.

See inside the system

Know why the system did what it did.

What you get: “Why did it do that?” settled in minutes, not a week of engineering time.

Close incidents faster

Replay any run, exactly as it happened.

What you get: Incidents resolved from evidence instead of reproduced from memory.

Spend less running it

Find the money before finance does.

What you get: A costed change your team can make this week, not a chart to stare at.

Pass the review

Prove it, when someone asks you to.

What you get: AI that clears risk review instead of stalling in it.

How it works

Live in under an hour.
No engineering required.

Drop in the SDK and the panels reconstruct themselves — provenance, reasoning, and cost, from your app's own execution.

Connect

Drop in the SDK — it instruments your LLM calls, tools, and retrieval. No code changes, live in under an hour.

Discover

See every call across the company, reconstructed by source, reasoning, provider, and cost.

Act

Real-time findings. Catch drift and cost spikes, prove provenance, and act with the exact fix.

Plugins

Drop it into the tools you already code in.

Ready-made plugins for the AI coding tools your team already runs — same provenance, cost, and trust, right inside the workflow.

Claude Code

Kilo Code

Google CLI

Kimi Code

Evigauge

Security & deployment

What leaves

14:02:04CI

shipcheck.gate

14:02:39KB

provenance.verify

14:03:11WEB

web.crosscheck

14:03:48PII

pii.redact

14:04:20ALIGN

query.align

14:04:55RBAC

role.scope

14:05:26KB

drift.check

14:05:59LOG

audit.write