01
Failure modes addressed architecturally
Hallucination, memory loss, compaction loss, drift.
Reliability infrastructure
Decision-grade AI.
Swiss-made agentic systems for investment banking, M&A, private equity, and real estate capital markets.
Swiss jurisdiction
Sovereign by design
Traceable output
Source to claim
Mandate-bound
No drift
Long-running
Checkpointed continuity
Specialised domains
Investment banking
M&A advisory
Private equity
Real estate capital markets
02
Firm-specific adaptation
The machine runs generically, then becomes yours.
03
Decision-grade output
Built for committee use, not for heavy rewriting.
Built for
When only 80% accuracy is worthless.
The relevant firms are the ones where partial reliability has no value. ogram is built for total reliability: bounded execution, recoverable state, and verifiable output from the source perimeter to the final page.
01 — Built for
Active workstreamM&A
Advisory
Buy-side and sell-side processes requiring exhaustive due diligence synthesis, target screening, and transaction documentation across thousands of pages.
Open case02
Real estate — Capital markets
03
Investment — Banking
04
Private — Equity
By the compression
Long-running work that used to take a team, compressed to the span of a conversation.
01 / 03
Days → Hours
Time to produce investment-grade memoranda
02 / 03
Hours → Minutes
Time to synthesise diligence-ready comp sets
03 / 03
7 / 7
Structural failure modes addressed architecturally
The moat
“Generic agentic tools can approximate the general task. They cannot encode the firm-specific judgment that makes output actually usable.”ogram’s scaffolding is designed to ingest and operationalise that judgment. The machine scores at the top of benchmarks. Then it becomes yours.
Access
Reliability isn’t a feature.
It’s the product.
ogram is deployed in bespoke engagements with a small number of financial institutions. Request access for a briefing with the founding team.