The AI Agent That Assumes: Why Automation Needs to Ask, Not Guess
AI agents are good at filling in gaps quietly, which is exactly the problem. Here's why business automation needs to be built to ask rather than assume, with real examples.
Services
What I build, and when it's worth it.
Every project starts from a real business problem. The labels below matter less than the result, and most projects combine a few of them.
Two ways I help
Business software, and building products.
Most work falls into one of two camps. Whichever yours is, you work directly with me from the first conversation to launch and beyond.
Business software
Software for how your business runs day to day.
Product development
Build, ship and grow a software product.
01 / 10
Bespoke business software
Off-the-shelf tools often almost fit, then leave gaps you plug with spreadsheets and copy-paste. I build bespoke software that matches how your business runs, takes out the manual steps and gives your team one place to work. It's built for your process, not from a template.
- Designed around your real workflow, not a generic template
- Replaces the spreadsheets and manual steps holding you back
- Built to grow as your business grows
02 / 10
Internal systems
Most companies run on a patchwork of tools that don't share data. I build the internal system that ties them together, so your team stops re-keying information and starts trusting the numbers. Everyone works from the same source.
- One source of truth for the whole team
- Dashboards and reporting you can rely on
- Role-based access so people see what they need
03 / 10
AI automation
AI helps when it removes real work, such as sorting enquiries, drafting replies, reading documents and flagging exceptions. I'm clear about where it fits and where a simpler approach does the job better. You keep a person in the loop where it counts.
- Automate document processing and data entry
- Sort, classify and route incoming work
- Sensible guardrails, with a person in the loop
04 / 10
Customer & staff portals
A good portal cuts down the back and forth. Customers check progress, send requests and find documents without emailing you, and your staff get the tools to serve them quickly. Everything sits behind a secure login.
- Self-service for customers, fewer inbound queries
- Status, documents and history in one place
- Secure sign-in and permissions
05 / 10
Custom CRM systems
Generic CRMs are full of fields you never use and missing the ones you need. I build a CRM around your pipeline, your language and the reports you look at each week. You get what fits, and nothing you don't.
- A pipeline and stages that match how you sell
- Only the fields and data you need
- Reporting that answers your questions
06 / 10
Workflow automation
Manual hand-offs are where things get dropped. I map your process, then automate the routine parts so the right person is prompted at the right time and nothing slips. You also get a clear record of what happened and when.
- Automated approvals, reminders and hand-offs
- Fewer dropped tasks and missed follow-ups
- A clear audit trail of every step
07 / 10
SaaS product development
If you're launching a software product, the first version needs to prove the idea without turning into a maintenance burden. I focus on building the right thing first, on foundations you can keep building on. Accounts, subscriptions and multi-tenant setup are done properly from the start.
- A focused first version that proves the model
- Accounts, subscriptions and multi-tenant done properly
- Foundations you won't need to rebuild later
08 / 10
Legacy system replacement
Old systems get fragile and hard to change, and the people who understood them often move on. I replace them step by step, starting by learning what the old system really does before anything is switched off. Your data moves across safely and in full.
- Understand the old system before replacing it
- Migrate your data safely and in full
- A phased switch-over, not a risky big-bang launch
09 / 10
Systems integration
Your accounting package, CRM, website and supplier systems each hold part of the picture. I connect them so information moves between them on its own and everyone works from consistent data. The integrations are reliable and monitored.
- Connect the tools you already use
- Stop re-keying the same data in three places
- Reliable, monitored integrations
10 / 10
Ongoing software support
Software isn't finished at launch. I offer ongoing support so there's someone who knows your system, responds when it needs attention and helps it grow as your needs change. You aren't passed around a rotating support desk.
- One person who knows your system
- Fixes and improvements as your needs change
- No being passed around a support desk
Specialisms
Focused pages on what I'm asked for most.
Some kinds of work come up again and again. Here's a closer look at each, from the technology to where I work.
Not sure which you need?
That's normal. Working it out is my job, and most people come to me with a problem rather than a spec.
You don't need to know whether you need a CRM, an integration or an automation. Tell me what's slowing you down and I'll tell you what would fix it, and roughly what it would cost.
Prefer to arrive with something concrete? Thesoftware brief generatorturns a rough idea into a clear, development-ready brief you can send me, and the other tools help you weigh up the decision first.
Describe your problemInsights
Insights on these problems
You Inherited a System Nobody Can Explain. Now What?
When you inherit software with no documentation and no developer to ask, the temptation is to rewrite it fast. Here's a safer way to work out what it actually does first.
Your AI Coding Assistant Doesn't Remember Last Week's Decisions
AI coding agents don't carry memory of past decisions between sessions the way a human developer does. That gap shows up as inconsistency in your codebase, and it matters more than most people realise.
Got a problem worth solving properly?
Tell me what's slowing your business down. The first conversation is free and straightforward, and it's with me, not a salesperson.
Or email me at josh@thackr.co.uk