AI, automation and custom software for insurance agencies and carriers: from the submission in your inbox to the bind your exam can defend
A commercial submission lands as an ACORD form, three loss runs and a supplement, and somebody types all of it into your management system before a quote can start. Renewals creep up on the book. We build the layer that closes all of that, into Applied Epic, AMS360, EZLynx, HawkSoft or whatever you run.
What changes for your agency
3 things that decide this
- 01Submissions stop being typing. ACORD forms, loss runs and schedules get read into typed fields, and each value links back to the page it came from. So your CSR checks the read in seconds instead of keying a form for twenty minutes.
- 02Quote turnaround stops losing you work. A quote takes 25 to 35 minutes on personal lines and 45 to 90 on commercial, and 40% of buyers give up without a proposal inside fifteen minutes (US Tech Automations, 2026). We build the path from intake to quote, writing to your rater and your system while the buyer is still reading.
- 03Model evidence is a build choice, not a scramble before an exam. The NAIC adopted its AI model bulletin in December 2023, and it asks for a written AI systems program. By March 2025 that had reached 24 states (Quarles). We write the inventory, the versions, the logged calls and the human overrides as the system runs.
Eight places an agency's week leaks time, in your words
These are the eight areas our audits keep finding, in the words a principal uses rather than the words software gets sold in. Each one links to the page that owns it.
Submissions arrive as PDFs and get re-keyed
ACORD forms, loss runs and supplements land in email. Then somebody types them into your system before the work can start. That's the PremiumAudit shape exactly: read the file, cite the page, let a person confirm. We build the intake that turns an inbox into typed fields your CSR approves.
Document intake automation for firms →
A quote takes 45 minutes and the prospect gives you 15
Commercial quotes run 45 to 90 minutes, personal lines 25 to 35, and buyers give up at fifteen without a proposal in hand (US Tech Automations, 2026). That gap is called the biggest source of lost work an agency can fix. We build the path from submission to rater to proposal, so your answer lands while they're still reading.
How to cut quote turnaround in an insurance agency →
You type everything twice
Your system, your rater and your books each hold part of the same policy, and your staff square them up by hand. We build the layer between them, to the depth your account allows, which we confirm during the audit. Where a carrier still sends a batch file, we handle the batch file.
Applied Epic, AMS360 and EZLynx APIs: what a real integration involves →
Renewals sneak up on you
Renewal outreach happens when somebody remembers, which is why whole software categories exist to chase it. We build the sequences off your system: what expires in ninety days, which accounts need remarketing, and who nobody has called. Your producer sends what matters.
Workflow automation for firms →
Claims hand off between five systems
A claim starts as a call, a photo and a policy number, then splits across channels before anyone opens the file. 44 states run an unfair claims settlement statute based on NAIC Model 900, and most set a fixed window to answer and to decide. We build one record and a clock that holds up state by state.
Claims automation →
Premium audit is three copies of the same data
You book by email, take files in five formats, and write the report by hand afterwards. PremiumAudit.io is the system we built for that: one record, three roles, a read that cites its source, and an auditor who decides. Fixing the handoff moves the cycle more than the reading does.
Premium audit automation →
Producers chase paperwork instead of selling
Certificates, endorsements, ID cards and the same five service requests eat producer hours, so the book can't grow without hiring. We build the workflows that take the repeat requests end to end and route the odd ones, so your producers spend the week on new work.
Workflow automation for firms →
Nobody can tell you which book makes money
Retention, loss ratio by class, commission by carrier and sales by producer live in three systems, so somebody rebuilds the answer in a sheet each month. We build the dashboard across your system and your books, read-only, plus the client portal that answers the status call before it comes.
Custom software for firms →
Three moments that decide your month, and what each one writes back
Here are three stations from the firms chain, the three an agency feels hardest. Pick your system to see what gets written back. Your rater, your carrier portals or whatever you run work the same way, to the depth their access allows.
Station 01 · The submission that becomes typing
- Today
- An ACORD 125, three loss runs and a supplement arrive by email on Tuesday. Your CSR types the schedule of vehicles into your system, then into the rater, then finds the loss run covers the wrong year and emails the broker back.
- What we automate
- Files get read as they arrive and pulled into typed fields, and each value links to the page it came from. Missing or stale items get flagged before anyone starts. Your CSR sees a filled form to confirm rather than a blank one to key, and it lands in your system once they approve it.
- What stays human
- Your CSR confirms the read, and your producer owns the risk talk. Anything the check is unsure of goes to a person rather than flowing through.
Writes to Applied EpicClient, policy and activity records created; attachments filed against the account once your CSR approves.
Station 02 · Quote to bind
- Today
- Somebody types the same data into the rater, waits on a carrier portal, builds a proposal in a document, and sends it two days later. A buyer who gave you fifteen minutes has already taken a quote from somebody faster.
- What we automate
- Intake data feeds your rater without re-keying. Carrier answers land against one submission. Your proposal gets built from the record rather than typed, and your producer reviews and sends it. Status is visible to whoever asks instead of living in one inbox.
- What stays human
- Your producer decides what to quote, what to advise and what to bind. Coverage advice is a licensed act, so we build the routing so nothing automated ever gives it.
Writes to Applied EpicQuote and proposal activity, policy stage and the bound policy written back to the account.
Station 03 · Renewal and the book
- Today
- Somebody runs a report to spot what's expiring. Remarketing happens for the accounts a producer remembers, and you talk about retention after it drops. Loss ratio by class sits in a carrier statement nobody has joined to your own numbers.
- What we automate
- Ninety-day expiry lists build themselves. Remarketing tasks route by your rules, and outreach goes out in your wording once your producer approves it. A dashboard reads your system and your books, so retention, sales and commission sit in one place.
- What stays human
- Your producer decides what to remarket and what to leave alone. Reporting is read-only, so a wrong filter can never become a wrong commission statement.
Writes to Applied EpicRenewal activities and tasks created; reporting reads accounts, policies and commissions read-only.
A licensed producer binds every policy and an adjuster determines every claim. Software prepares the file, cites its source and hands the decision to a person.
Keep your system. Applied Epic, AMS360, EZLynx and HawkSoft are where your agency already works, and we build around them.
Your system holds the accounts, the policies, the activities and the commissions, and your staff know it cold. Replacing it moves the seams rather than closing them, and it costs you a renewal season to find that out. So we don't suggest it. Applied Epic, AMS360, EZLynx, HawkSoft, your rater or whatever you run stays the record. We build the layer between them that does the work none of them was built for.
Access is the part worth being exact about. Each of these systems gates the joins in its own way, some by plan and some through a partner scheme. So we confirm what your account allows during the audit rather than promising it on a call. Where an API is open we read and write straight to it. Where a carrier still sends a batch file, and plenty still do, we take the batch file. Where neither exists, your staff accept a filled record with one click instead of typing it twice.
Carriers and MGAs sit a little differently. If you run a Guidewire or Duck Creek core, the work is living alongside it rather than replacing it. We design an adapter layer against your platform's own release train, so your dates don't depend on somebody else's.
- 01Your system stays the record. We write activities, files and policy stage back to it.
- 02Batch files and SFTP taken as real inputs, because the trade still runs on them.
- 03Where neither API nor batch exists, a reviewed queue takes the place of typing, and nothing gets guessed.
The professional signs, the model reads but never does the arithmetic, and the compliance gate blocks. We write that down first.
A firm's work is a regulated act: the CPA signs the return, the producer binds the policy, the adjuster determines the claim, the recruiter decides the placement, and the regulator expects to see how a model was used and governed. So every build starts with a one-page map of what the software reads, what it proposes, and where a professional signs.
What follows is simple to state, and we put it in writing. Documents are read and extracted by the model; numbers are computed by code and reviewed by a person. Compliance checks are gates that stop the next step, not dashboards that mention it later. Client data is scoped to the engagement, never firm-wide, with written no-training terms you can produce. And every automated touch is logged so a reviewer, an auditor or a regulator can read what happened, and when.
- 01Returns, binds, determinations and placements signed by the professional; the software prepares.
- 02Extraction by the model, arithmetic by code, review by a person; compliance gates that block.
- 03A model list, versioned prompts, logged calls and named human overrides, so a market conduct exam has something to read.
“They will treat your vision like their own and build it that way.”
Ron Klabunde · Founder, SmartREI ↗
“I am extremely happy with the results and would highly recommend Hashlogics to anyone.”
Daniel Khin · CEO, PremiumAudit.io
Some of the systems we have shipped
- AuditFree. We time your submission-to-quote clock with every manual touch counted, read a month of your file intake, and look at how much of your renewal book gets called today.
- DiagnoseWe map the path into your practice, agency or ATS system and accounting, and sit with the people who do the intake and the close for an afternoon.
- BuildFixed price from the diagnostic. Tested on your real documents, quotes and placements, under NDA.
- RunMonitoring, a named engineer, and the first two months of maintenance free.
Best fit: a firm with ten or more staff, a system you've outgrown in places, and a recurring process you can feel at month end or renewal season. Not a fit yet: a solo practitioner who needs a practice-management app, and we'll say so. You can stop after any stage; the audit note is yours either way.
Before you book
01Will AI ever bind a policy or decide coverage?+
No, and we build that as a hard routing rule rather than a prompt. Coverage advice and binding are licensed acts. A model reads submissions, builds a quote package and drafts advice with the policy wording attached. Your producer decides. That split is what holds up when a decision gets disputed, and it's why your adjuster still determines every claim.
02What does the NAIC AI bulletin actually require us to build?+
A written AI systems program a regulator can audit. In build terms that is four things. A list of every AI system in use, in build and retired. Versions for models, prompts and reference data. Logged inputs and outputs per call, with human overrides named. And proof that testing happened on a schedule rather than once at launch. Adopted in December 2023, it had reached 24 states by March 2025 (Quarles). New York went further in July 2024 with DFS Circular Letter 7, which set the testing and disclosure bar for underwriting AI. It also says an insurer may not hide behind a vendor's own algorithm.
03Do we have to leave Applied Epic, AMS360, EZLynx or HawkSoft?+
No, and we'd usually tell you not to. Your system stays the record and your staff keep working in screens they know. We build the layer around it: the intake, the quote path, the renewal sequences and the reports it was never built to assemble. Swapping a system out costs you a renewal season you don't get back, and it moves the seams rather than closing them.
04How fast can quote turnaround actually get?+
Fast enough to matter, and the gain comes from cutting typing rather than from a faster rater. Personal lines quotes run 25 to 35 minutes today and commercial 45 to 90, while 40% of buyers give up without a proposal inside fifteen minutes (US Tech Automations, 2026). Most of that time is data moving between an inbox, a system and a rater by hand. Take the typing out and your producer reviews a quote package rather than builds one.
05Our carriers still send batch files. Does that break this?+
No, and it's one reason custom work suits this trade. Plenty of carrier feeds arrive as fixed-width files over SFTP on a schedule, and we treat that as a real input rather than a work-around. Files get checked, gaps get surfaced, and a failure pages a named person instead of looking like a quiet week. A system that only speaks REST would leave half your book by hand.
06What does the free Firm Operations Audit look at?+
Your clock from submission to quote to proposal to bind, with every manual touch timed. Where the same data gets typed twice between your system, your rater and your books. How much of your renewal book gets called today. And what arrives as a PDF and gets typed again. You walk away with a one-page map of the touches your agency can drop from quote to bind, and it's yours whoever builds it.
A senior engineer, not a sales rep
Abdul Basit founded Hashlogics in 2017, and the team runs from Lahore with a US LLC. Clients rate the work 5.0 on Clutch, and in 2026 it was named Best AI-Native Software House of the Year at TechNova. PremiumAudit.io, the AI premium-audit automation platform, IRS Escape Plan, the AI tax-strategy platform, and Shift Link, the workforce-compliance platform, are three of the systems we built and can show you.
Your audit call is with an engineer who has read client document queues, quote logs and compliance spreadsheets like yours. Bring last month's numbers if you have them, and we'll work from those.
- NDA before the first conversation.
- No pitch on the call. A note you could hand to another firm.
- Fixed price after the diagnostic, so the number isn't a guess.
Go deeper
- AI, automation and custom software for firms →The whole chain, for accounting, insurance, staffing and HR.
- Claims automation →FNOL, triage and the statutory clock, per state.
- Premium audit automation →One record, three roles, and an auditor who decides.
- Document intake automation for firms →ACORD forms and loss runs read instead of re-keyed.
- Best AI automation for insurance agencies →The tools, ranked honestly, and where a custom build earns its place.
- Best insurance software development companies →Who builds insurance software, and what to ask each of them.
- How to cut quote turnaround in an insurance agency →Where the 45 minutes actually goes, and what to remove first.
- Applied Epic, AMS360 and EZLynx APIs: what a real integration involves →What each system opens up, and where its access rules stop you.
- A quote takes 25 minutes and the prospect gives you 15 →Why turnaround is the revenue leak nobody puts on a report.
- Batch files still run the insurance industry →Why the SFTP feed is not a legacy problem to route around.
