Uncommon Technologies builds Tessera- the AI architecture that scales senior judgment across every account in a benefits consulting firm. We turn claims and eligibility data into the reports, projections, filings, and conversational answers brokers deliver to their clients every month.

The bottleneck. 
Most benefits consulting firms are reaching their limit. Experienced analysts cost $150K+ and take 18 months to ramp. 80% of their time goes to extracting data and formatting spreadsheets instead of advising clients. Institutional knowledge walks out the door when senior advisors leave. Every RFP, every renewal, every filing rebuilt from scratch. There is no leverage on revenue without growing headcount.

The bridge. 
Tessera is the AI architecture beneath every workflow your firm runs. Frontier AI, structured by benefits domain expertise, with compliance guardrails and institutional memory built in. Let's your best advisor's thinking apply to every account, not just the top 10%.

Three pillars, one platform. 
Analytics — large-claimant tracking, PMPM trend, utilization, Charlson risk scoring. 
Actuarial — multi-scenario projections, AV calculator, IBNR estimation, aggregate stop-loss. 
Compliance — RxDC, Schedule A, MHPAEA NQTL, Gag Clause attestation. AI cross-cutting all three, with a conversational agent that exposes every module as a callable tool.

The differentiator:
AI doing the judgment work. Picking the right analysis from a question. Generating audit-grade attestation language. Classifying claims into actionable savings categories. Matching RFPs to a curated answer library. Brokers ship in hours what previously took days, retain the employer relationship, and serve more accounts per analyst than was previously possible.

The advisors who win the next decade are deciding right now. Get in touch.

Boston, MA · Founded 2026 · Founded out of MIT

Uncommon Technologies

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Uncommon Technologies

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