Blog
Notes from the build
What we’re learning while automating real firms.
August 26, 2026
SSA takes 751 days to decide a disability claim, and your firm finances every one of them
The wait is a term of credit and nobody writes it down that way. SSA's budget request puts a full-distance claim at 751 days, which makes it the largest receivable a disability firm holds. Across mainland hearing offices the final stage alone spans 208 days, from Jackson at 204 to Fresno at 412.
August 19, 2026
Two Orlando judges both allow 66.1 percent of the claims they decide. One partials 11.6 percent of those awards, the other 34.8.
Two judges in the Orlando hearing office allowed at the same rate last year, to the first decimal place. One issued a partially favorable decision on 11.6 percent of his awards and the other on 34.8 percent. The approval rate cannot see that, and that is where the fee lives.
August 12, 2026
SSA has spent more than $300 million replacing the 1991 job data behind step five. In January 2025 it stopped requiring adjudicators to resolve conflicts with it.
Step five decides more denials than any other part of the sequential evaluation, and the book of occupations it runs on was last updated in 1991. SSA has obligated over $300 million to a replacement with no implementation date. In the meantime it removed the rule that made adjudicators reconcile vocational testimony against the old one.
August 5, 2026
The fee cap has gone up 74 percent since 2007. What representatives actually get paid is down 41 percent.
Everyone in this practice area watches the fee cap. It went from $5,300 in 2007 to $9,200 today. Over the same stretch the average payment SSA actually made to a representative fell 41 percent after inflation, and almost nobody is watching that.
July 28, 2026
The judge lottery: what 317,462 disability decisions say about who hears your case
In the median SSA hearing office, the most and least generous judge are 32.6 points apart on allowance rate. We analysed every FY2025 decision to find out how much of that is chance. About five percent of it.
July 28, 2026
Case status automation: four things that break in production
Tying client updates to case milestones sounds like a two-day build. The hard parts are that no case management system will tell you what a field changed from, and that turning it on messages your entire back catalogue.
July 28, 2026
Does case status automation work with your practice management system?
Almost every practice management system can drive automated client status updates. What separates the easy ones from the painful ones is not whether they have an API, it is whether they can tell you a field changed rather than just what it says right now.
July 23, 2026
How Operations at Enterprise Scale Taught Me to Solve Small Law Firm Problems
Learn how enterprise-scale operational principles apply to streamlining small law practices through automation and efficiency.
July 20, 2026
Why your Clio token stopped working
Clio runs two OAuth systems with different refresh rules, across four regions whose tokens do not interoperate, and revocation behaves differently depending on who initiated it. Here is what is documented.
July 20, 2026
How to apply a Clio task template to a matter through the API
Applying a whole template list and creating one task from one template are different jobs with different endpoints, and neither is where you would look first.
July 14, 2026
A Lawmatics alternative for law firms: intake automation built into your own stack
The main alternative to Lawmatics is having your intake and follow-up automation built directly into the case management system you already run, done for you, instead of subscribing to another platform your team has to configure and maintain.
July 14, 2026
Make.com vs custom automation for law firms: an honest comparison
Make is the strongest of the no-code tools, and for a law firm it still breaks in the same places Zapier does, one level higher. Where Make genuinely wins, where the operations pricing and silent failures catch up with you, and the line where custom takes over.
July 14, 2026
Law firm automation Reddit threads: what lawyers say, and the part they skip
Spend an hour reading Reddit threads on law firm automation and the same advice repeats: distrust the sales pitch, start with your practice management system, keep AI away from client data, automate admin and never judgment. Most of it is right. Here's the part the threads skip.
July 14, 2026
Best law firm automation agency: how to actually compare your options
Anyone can claim to be the best law firm automation agency, so here's the comparison that matters: the four kinds of provider you're actually choosing between, what each is right for, and the questions that expose a weak vendor before you've paid one.
July 11, 2026
What legal intake automation costs in 2026
Published prices for legal intake software, what the manual version costs on BLS wage data, and the volume below which none of it pays.
July 11, 2026
Disability law firm intake automation
Disability law firm intake automation onboards a new client without anyone retyping their details or losing an SSA form: the lead gets qualified, the matter gets created, the retainer and SSA forms go out for signature, and the welcome sequence starts, without staff touching it.
July 11, 2026
Custom automation vs Zapier for law firms: why we build custom
For a law firm, custom automation beats Zapier on the work that actually matters: deadlines, messy documents, and the exceptions that need judgment. Here's why we build custom every time, with a person in the loop where the call is genuinely hard.
July 11, 2026
Clio automation for disability firms
Clio automation for a disability firm means custom automation built inside the Clio you already run: intake, SSA mail filing, client milestone updates, and reporting handled without a paralegal driving each step, and without replacing Clio.
July 11, 2026
What a Clio automation consultant does
Five production Clio integrations in, here is what the API will and will not do, what it costs, and the two traps that break most builds.
July 11, 2026
A Chronicle alternative for disability firms: custom ERE and SSA-mail automation
The main alternative to Chronicle for a disability firm is custom ERE and SSA-mail automation built into your own stack, done for you, with no per seat license. Here's the honest difference in approach.
July 11, 2026
A Case Status alternative for law firms: client updates inside your own system
The main alternative to Case Status for a law firm is automating client status updates inside your own case management system and channels, done for you, so clients hear from you at each milestone with no separate portal to log into.
July 11, 2026
How to automate SSA mail and the ERE for a disability firm
Automate SSA mail and ERE monitoring for a disability firm by having software read each notice, classify it, file it to the right matter, and alert the responsible person only when something needs a human, instead of a paralegal spending fifteen to twenty hours a week checking the ERE by hand.
July 11, 2026
How to automate client status updates for a law firm
You automate client status updates by tying the messages to the case itself, so when a matter hits a milestone the client hears about it automatically and nobody has to remember to send it. Here's how it works, and what we built for a disability firm.
July 8, 2026
Before you hire another paralegal
A firm I talked to was two weeks from posting a job listing for a fifth paralegal.
July 4, 2026
AI automation for personal injury law firms: where the hours actually go
PI firms lose cases in the first hour and margins in the file room. A working breakdown of what's worth automating in a PI practice, from someone who runs this for a living.
July 4, 2026
AI automation for immigration law firms: forms, deadlines, and the document chase
Immigration practice is the most form-driven corner of law, which makes it the most automatable. What that looks like in a real firm, and the compliance line not to cross.
July 4, 2026
AI automation for law firms: an operator's guide to what actually works
Most 'AI for lawyers' content is written by people selling software subscriptions. This is the operator's version: what to automate first, what to skip, and how to not get burned.
July 4, 2026
AI automation for family law firms: keeping up with the file and the client
Family law runs on documents, deadlines, and clients in the worst year of their life. What automation actually helps with, and what it should never touch.
July 4, 2026
AI automation for estate planning and probate firms
Estate practices leak money in drafting logistics, probate deadlines, and clients who never come back for the update. Each of those is fixable with software.
July 4, 2026
AI automation for criminal defense firms: the 2am problem and the discovery problem
Defense work happens on the court's schedule and the jail's schedule, not yours. Where automation genuinely helps a criminal practice, and where it's snake oil.
June 11, 2026
Automation for in-home care agencies: getting your office staff out of the portals
We automated the portal admin work at an $8.2M in-home care provider and cut processing time 82%. Here's where the hours go in home care, and what's actually automatable.
June 11, 2026
AI automation for Social Security Disability law firms: what actually works
We run the automation behind an SSD firm that doubled in about seven months. Here's what's worth automating in a disability practice, what breaks, and how to vet anyone who offers to build it.
May 6, 2026
Welcome to the Opexcell blog
What we're writing about, and who it's for.
May 6, 2026
Deploying n8n to scrape data into Google Sheets
Using n8n Cloud, owned by the client, to turn any public web data into a Google Sheet you can build on top of.