The problem Martin So saw during nine years as a defense analyst wasn't a lack of data. It was the sheer, paralyzing volume of it, and the manual process of sifting through open-source chatter to find the signal that mattered. His startup, Panoptica Technologies, is betting that the answer isn't a bigger screen, but a squad of AI agents that do the sifting for you [Tech Square ATL, April 2026].
A wedge in Latin American cartel intelligence
Panoptica's platform, called Watchtower, is built for tactical-level intelligence,the kind needed by a field commander or a border security unit, not a strategic planner in Washington. Its initial focus is on the messy, asymmetric threats emanating from Latin America, specifically tracking cartel organizations and criminal groups that impact U.S. interests [CREATE-X, retrieved 2026]. The pitch is that AI agents can continuously monitor vast data streams, surface patterns, and trace the root cause of an incident, moving an analyst from asking "what happened" to understanding "why it happened" [Perplexity Sonar Pro Brief, retrieved 2026]. For buyers like the U.S. Armed Forces or federal agencies, the promise is a faster loop from data to decision.
The Carahsoft key to the public sector
In July 2026, Panoptica announced its most significant move to date: a partnership with Carahsoft Technology Corp., a major government IT aggregator [GlobeNewswire, July 2026]. This is less a customer win and more a distribution key. Carahsoft acts as Panoptica's Master Government Aggregator, slotting the software into established procurement vehicles like NASA SEWP V and OMNIA Partners. For a pre-seed startup with undisclosed funding, this partnership is the mechanism to bypass the byzantine federal sales cycle and get in front of the right procurement officers. It's a classic govtech play,find the right reseller, then prove the product works.
The founding team, which met in Georgia Tech's analytics program, brings a specific blend of domain and technical expertise [Perplexity Sonar Pro Brief, retrieved 2026].
| Founder | Role | Background |
|---|---|---|
| Martin So | Co-Founder & CEO | 9 years as a defense-sector analyst; M.S. in Data Science, Georgia Tech [Staaake, June 2026] |
| Vishal Puppala | Co-Founder | M.S. in Analytics, Georgia Tech [RocketReach, retrieved 2026] |
Where the intelligence rubber meets the road
The risks here are not subtle. Panoptica is entering a field crowded with established, well-funded incumbents whose platforms are already embedded in the defense architecture. The company has stated a goal of securing at least three federal contracts, but public records show no awarded contracts yet, only vendor-engagement requests submitted to commands like NORAD/USNORTHCOM [The OSINT Output, June 2026]. The real test is not the partnership, but the first operational deployment. Can Watchtower's AI agents deliver actionable intelligence that is both faster and more reliable than a human analyst working with existing tools? Until a government unit validates that, Panoptica remains a promising prototype.
Its success hinges on a few clear, near-term milestones:
- First live contract. A paid pilot or contract through the Carahsoft channel, proving the procurement path works.
- Traction beyond the wedge. Demonstrating the platform's utility for threats outside the Latin American cartel focus.
- Technical validation. Proving the AI's output reduces analyst workload without increasing false alarms,a critical metric in life-and-death contexts.
For a sense of scale, consider the analyst's day. If an AI agent can scan and preliminarily assess what would take a human 4 hours of manual data triage, and an analyst team of 10 uses the platform daily, that's roughly 40 analyst-hours recaptured per day. Over a year, that's the equivalent of adding several full-time analysts without hiring anyone. The unit economics of defense tech are often measured in time-to-decision, and that's the incumbent Panoptica must beat: the current, slower workflow that relies on human-powered sifting of an ever-growing data pile. Their real competition isn't just another software vendor; it's the status quo of the intelligence analyst's overflowing inbox.