Ask most brokers how their week actually breaks down and the honest answer is uncomfortable: a small slice goes to the client conversation, and the rest disappears into gathering information, chasing documents, and re-keying the same data across policy admin, CRM and comms tools that don’t talk to each other. The work that pays — advising, and winning the next client — is squeezed into whatever time is left over.
That’s not a productivity problem you fix with another dashboard. It’s a structural one: the systems a broker relies on were never built to share a brain. It’s why we built Clara — the xlabs AI operating system — to close that gap.
Why do brokers spend so little time with clients?
Because the systems around them were never designed to work together. A submission gets keyed into the policy admin system, then again into the CRM, then again into a spreadsheet for a management report. Reconciling cover, correspondence and claims history by hand isn’t one task — it’s a dozen small ones repeated across every client, every week.
What does that actually cost a practice?
Every hour spent reconciling a policy record by hand is an hour not spent on a coverage review that could catch a gap before it becomes a claim, or a conversation that could turn a lead into a client.
The costs compound in a few consistent ways:
- Capacity, not demand, caps growth. Practices don’t stay small because the market is thin — they stay small because there’s no time left to serve more households once the paperwork is done.
- The clients who need advice most often get the least of it. Serving them profitably at the current admin overhead doesn’t add up, so they get skipped.
- Adjacent advice is the first thing dropped. Retirement, estate and broader risk conversations lose out to whatever’s due today.
What is Clara, and what does it do for a broking practice?
Clara is the configured AI operating system that handles the admin layer of a broking practice, so the time it frees up goes back to the client relationship — not to a black box making decisions on your behalf.
Connected to what you already run. Clara works with the policy admin, financial, CRM and medical systems brokers actually use — Stratum, Discovery, atWork, Complimed, Commspace.
Built for the moments that eat the week. Through Coverage-Gap Analysis, Clara compares a client’s current policies against available products and flags what’s missing, before it becomes a dispute. Through Policy Retrieval, it answers a policy question in natural language instead of sending you into a PDF. Through the Policies module, it keeps every client, policy, claim and renewal record cross-referenced in one place, so meeting prep is a lookup, not a scavenger hunt.
Never acting alone. Every agent in Clara operates inside a defined scope and approval limit; anything above it, or anything ambiguous, routes to a named person to approve, reject or query. Every action exports as a timestamped, attributable log your compliance team can file without pulling in engineering.
What changes once Clara is running?
Clara takes the daily administrative burden off the team’s plate — the reconciling, the re-keying, the chasing of documents across systems that don’t talk to each other — so that time goes back to the two things that actually grow a practice:
- Clients. More time for the conversations, coverage reviews and adjacent advice — retirement, estate, broader risk — that usually get dropped when the week is already full.
- Growth. Capacity that used to disappear into admin is now available to take on more households, without adding headcount just to keep the paperwork moving.
The daily operational load doesn’t go away because someone works harder. It goes away because Clara is doing it — leaving the team free to focus on clients and on building the business.
Frequently asked questions
What is Clara? Clara is the xlabs AI operating system, configured for insurance broking — handling policy checks, coverage-gap analysis and record-keeping, so brokers get more time back for clients.
Does Clara replace a broker’s judgment? No. Clara operates within a defined scope and approval limit set by the practice. Anything above that limit, or anything ambiguous, is routed to a named person to approve, reject or query — nothing client-facing happens without a human decision.
Which systems does Clara connect to? Clara works with the policy admin, financial, CRM and medical systems most South African brokers already run, including Stratum, Discovery, atWork, Complimed and Commspace.
Is every action Clara takes auditable? Yes. Every action exports as a timestamped, attributable log — what triggered it, what rule applied, and who it was routed to — so compliance can review it without needing engineering involved.
How is Clara different from a generic AI assistant? Clara is configured specifically for insurance workflows — claims, underwriting and policy management — on one governed core, rather than a general-purpose tool guessing at insurance-specific terms and processes.
Get in touch with the xlabs team to find out more.