IsBerg Labs · AI research for real organizations

Your company's brain.
See what's hidden

Structured AI discussions with your people, cross-checked against what your systems actually show: a permission-aware map of how your company really runs. Every finding traces to evidence. In under two weeks.

Dive deeper

Below the surface

Around 90% of how your company works is hidden underwater, undocumented, unowned, and one resignation away from surfacing badly.

The org chart says who reports to whom. It says nothing about who actually keeps invoicing running every month-end.

The documented process is not the operating process. The real one lives in someone's head and a spreadsheet nobody else can open.

Your systems know things nobody asked them. OAuth grants, forgotten subdomains, and Shadow AI tools that never went through IT.

Every AI plan starts with a map you don't have. You can't safely automate what you can't accurately describe.

What a finding looks like

We don't describe the output. We show it.

Every finding is a claim card: a plain statement, a confidence band, the sources behind it, and any contradiction we found between what people said and what your systems show.

No decimal accuracy scores. No inference dressed up as fact. When the evidence is thin, the card says so, and tells you exactly what would raise confidence.

The example here is illustrative, built to the real card structure.

Claim · C-0147 Established

Month-end invoicing depends on one person's local spreadsheet, outside the ERP.

Confidence band52–78%
Interview · Finance lead Interview · Ops coordinator OAuth grant · Sheets, billing folder
Contradiction The documented process routes billing through the ERP. Access logs show the ERP step was skipped in 9 of the last 12 cycles.

What would raise confidence: one independent interview from Accounting, or an export log from the ERP billing module.

How it works

Four steps from surface to seafloor, in under two weeks.

Scan

A passive external scan of your footprint, DNS, certificates, public endpoints. No probing, no logins, nothing you don't own.

Discuss

Adaptive AI discussions with your people, 20 minutes each, in French or English, never asking twice what we already know.

Cross-check

What people said, checked against what your systems show: identity grants, SaaS usage, asset inventory. Contradictions become findings.

Decide

A readout of your real operating model, dependencies, key-person risk, Shadow IT, with every claim traced to its evidence.

Trust, stated up front

Just as important: what this will not do.

Services

Honest badges on everything, green ships today, the rest is dated roadmap.

Available

Reality Diagnostic

A two-week engagement that maps how your company actually operates: processes, dependencies, knowledge risk, and your full technology estate, every finding evidence-linked.

Fixed fee · two weeks · 20 min per person

Design-partner preview

Living Brain

The diagnostic, kept continuously alive: a governed workspace where the map updates itself, the wiki knows when it's stale, and decisions keep their rationale.

In preview with design partners

Roadmap · Q2 2027

Agent Enablement

Agents that earn authority through apprenticeship, predicting each step and being scored against reality before they're allowed to act on anything.

Authority is earned, never granted

Ready to look under the waterline?

Book a 30-minute scoping call, or start with the free footprint scan.

The scan is passive-only and shows you summary counts in about ninety seconds, verify domain ownership to unlock the full report. Prefer to see the method first? Download the diagnostic prerequisites checklist; we publish it because the two-week promise depends on it.

Canadian data residency · full data export as a contractual right · FR and EN, natively · no tracking cookies on this site