Bad data doesn’t announce itself.
Gofai does.
Gofai is the data integrity layer. An operational system that takes responsibility for the data moving through your business — detecting anomalies at the entry, catching errors before problems ensue, and proposing AI-assisted fixes (where permitted). No code. No guesses.
Sound familiar?
We found the error. Both sales and accounting had subtracted sales tax.
Catch it upstream — before it reaches the deck.
Can you add one more check to the pipeline?
No more one-off scripts. The model learns once — and enforces everywhere.
127 shipment dates had an impossible month. Turns out a new vendor was sending DD/MM instead of MM/DD.
Caught at entry. No rule written for it.
I know what's valid—I just can't code it.
Just answer yes/no questions. Gofai learns what valid looks like — and enforces it automatically.
Use Gofai if...
Gofai is built for teams that need to know when their data is actually trustworthy — not just when it looks valid.
Every field parsed correctly — the row still passed a broken date and a negative charge straight through.
Source: legacy_db_dump.csv
Schema & format valid
2 hidden errors caught
End the "are these numbers right?" moments
Most tools detect anomalies after something already looks wrong. By then, bad data has reached dashboards, board decks, and downstream systems. And underneath: no single system takes operational responsibility for the data itself. Engineers patch pipes. Analysts watch dashboards. The data moving between them has no owner.
Gofai operates the data moving through a section of your business — end to end. Detecting anomalies at the entry, catching errors deterministically, and proposing AI-assisted fixes where permitted. An owner, not a watcher. Trust restored.
What Gofai Owns
Neuro-symbolic by design
We built Gofai's neuro-symbolic architecture from the ground up. A neural agent finds patterns, a symbolic agent applies logic. When they agree, the answer is confirmed. When they disagree, a human decides — never silently resolved. That's why nothing unverified reaches your data.
One operational system across the data moving through your business. Three connected functions - designed to work as one.
Anomaly detection at entry
Verify operations before propagation
key capabilities
- Verifies arrival schedules and data completeness
- Flags structural and pattern anomalies immediately
- Prevents pollution of downstream databases and reports
Deterministic error detection
Large Metadata Model (LMM). Proof, not probability
key capabilities
- Symbolic AI models business semantics axiomatically
- Structural violations verified, not estimated
- Complete safety from probabilistic guesses
AI-assisted remediation
Opt-in compliance-safe human confirmation
key capabilities
- SME confirmation required for all suggested fixes
- Fully auditable compliance logs & versioning
- Instant fallback to detection-only mode
Sample
Validate
Operate
See It Work on Your Data
Pick one pipeline. Walk away with Gofai operating it — anomalies, errors, fixes where permitted — in twenty minutes.
Start Your 20-Minute Build
