Insurance & claims operations.
Regulatory nuance, document-heavy review, and high-judgment exception handling — work that breaks generic AI but matches PRISM's shape exactly.
Every AguntIQ deployment runs on a PRISM foundation built specifically for your industry — so agents arrive fluent in your business on day one. Not surface-level. Not boilerplate. Real industry depth, in weeks.
Before we deploy a single agent, we build a PRISM foundation specific to your business. The result: agents that act like seasoned operators on day one — not generic bots that need months of fine-tuning. Generic doesn't survive contact with a regulated, judgment-heavy operation.
PRISM — Primary Research for Industry Synthesis Modeling — is our proprietary decision-analysis engine and the moat behind AguntIQ. Other platforms hand you a model and ask you where to use it. PRISM does the harder work: it surfaces the most critical issues in your industry, ranks them by economic opportunity, and generates the specific agents that capture the value. Evidence-backed. Industry-deep. Ours alone. It's not research — it's IP.
The outcomes our customers care about — what changes when AguntIQ runs in your business.
Agents arrive fluent in your business on day one. No 6-month integration project. No army of consultants to install. From kickoff to first agent action in weeks, not quarters.
Every action sourced. Every recommendation explainable. Every decision traceable. The story you can tell your board, your customers, and your regulators — without flinching.
Agents propose; humans dispose. The line between human and agent is sharp by design, and autonomy is earned per workflow — never assumed. Your most experienced people stay in command.
Your corrections become precedent. Your edge cases become rules. The system gets better every time your team uses it — and the value compounds the longer you run it.
Operators who carry the number, leaders who carry the team, and executives who carry the outcome.
Get more from your highest-leverage operators. Reduce rework. Stop losing value to issues your team caught too late.
A clear, auditable trail from agent action to dollars saved or recovered. The story you can tell your board — and the story regulators will accept.
Encode your senior operators, your top analysts, your most experienced exception handlers — and scale them across every account you serve.
A platform whose behavior you can describe in plain English to operations, finance, and IT — and whose footprint you can grow without rebuying.
We obsess over the messy, repetitive problems people actually want help with.
From our valuesWherever there's high-stakes, high-judgment, knowledge-intensive back-office work, the PRISM model captures it and the agents act on it. These are the categories where the pattern lands hardest — examples, not limits.
Regulatory nuance, document-heavy review, and high-judgment exception handling — work that breaks generic AI but matches PRISM's shape exactly.
Audit, tax, legal, advisory — work where every output has to be explainable to a regulator, a partner, or a court.
Portfolio analysis, fiduciary documentation, and regulatory filings — work where every recommendation has to stand up to clients, auditors, and the SEC.
Prior authorization, claims adjudication, and coding — work where every decision must trace to a payer rule and a missed step costs care or revenue.
If you operate inside a vertical with high judgment, high stakes, and high regulatory weight — we want to hear how this work runs in your world. Every PRISM foundation is shaped with the operators who live inside the work, not assembled in a slide deck.