Subatomic Deep Lens

Your AI is working. Can you prove it?

Complete audit trails. Real-time visibility. Decision transparency. Know what your AI Co-Workers are doing, why they're doing it, and whether they're doing it right.

See Deep Lens in action. 3 minutes to understand how complete AI transparency works.

DEEP LENS WALKTHROUGH — VIDEO COMING SOON
The Problem

Most AI operates as a black box.

You deployed AI. It’s producing outputs. But can you answer these questions?

Data goes in. Outputs come out. But the process in between is opaque. That’s not good enough for regulated industries. That’s not good enough for any company that takes its operations seriously.

Where did this number come from?
Which systems contributed to this decision?
How was raw data transformed into this output?
Can you show an auditor the trail?
How do you know there are no errors you haven’t caught?
If you can’t answer these questions, you don’t have AI transparency. You have AI hope.
How Deep Lens Works

Five lenses. Complete visibility.

01 Executive Overview ▼
High-level summary of AI operations, accuracy rates, and overall system health. The dashboard view for leaders who need the answer, not the details.
02 Data Extraction & Provenance ▼
Where every piece of data came from. Source system, extraction status, timestamp — all documented. When someone asks "where did this come from?", you have the answer.
03 Transformation Trace ▼
How raw data became the final output. Every computation, every derived result, every logic step — verified against approved rules. No hidden math.
04 Presentation Integrity ▼
Confirmation that final outputs reflect the intended data. No omissions. No alterations. No hidden errors. What you see is what the data says.
05 Findings & Exceptions ▼
Structured documentation of anything that needs attention, categorized by severity with recommended actions. Issues surfaced, not buried.
The Traceability Chain

Every output traces back to its source.

When an auditor asks "where did this number come from?", you have the receipts.

Step 1
Source
Which system, when accessed, what was retrieved
→
Step 2
Extraction
How data was pulled, validation status, anomalies flagged
→
Step 3
Transformation
Logic applied, raw data to output, verified against rules
→
Step 4
Presentation
Output integrity confirmed — no omissions, no alterations
Every data element in every deliverable follows this documented chain. Fully traceable. Fully auditable.
Who It's For

Different roles. Same need for trust.

"What is the AI actually doing with our data?"
Full observability into every data flow, every transformation, every system interaction. Monitor AI the way you monitor infrastructure.
"How do I know this investment is delivering?"
Executive dashboards with accuracy rates, operational impact metrics, and proof of ROI that goes beyond anecdotes.
"Can I prove this to a regulator?"
Structured audit reports aligned with ISO 27001, SOC 2, and NIST 800-53. Immutable logs with 12-month minimum retention.
"Is AI creating new problems?"
Real-time visibility into how data moves across your systems. Errors surfaced before they compound. Exceptions flagged, not buried.
Compliance-Ready

Built for auditability.

Deep Lens is designed to support internal and external auditability through alignment with leading compliance frameworks.

ISO 27001

Documented procedures for validation and evidence retention

SOC 2 Type II

Evidence alignment with controls for data integrity and availability

NIST 800-53

Operational trace controls for access and activity monitoring

Immutable Audit Logs

12-month minimum retention with version tracking

How It Fits

IQ is the engine. Deep Lens is the window.

Subatomic IQ builds your AI Co-Workers. Deep Lens shows you exactly how they operate.

SUBATOMIC IQ
Build the team.
  • Builds the AI Co-Worker team
  • Connects your data into one source of truth
  • Automates workflows your way
  • Creates operational capacity
DEEP LENS
See the team work.
  • Shows how the team operates
  • Proves data accuracy and provenance
  • Documents every decision and action
  • Provides the evidence that capacity is real
8,000+
Hours Saved
$500K+
Operational Value
4 FTE
Equivalent

Vantage Financial

Deep Lens verified every data flow, every transformation, every output — giving leadership full confidence in their AI operations.

Start a Conversation.

30 minutes. No pressure. See how Deep Lens can give you full visibility into your AI operations — and the documentation to prove it.