adnah. builds the whole thing, from a single automation to a full platform, for everyone who works with the law: governments, courts, firms, in-house and compliance teams, corporations, and founders. Below are the building blocks. You don't buy them à la carte, we assemble them into one custom solution that fits your practice, and hand you the keys.
Most builds combine several of these into one system. One discipline runs through all of it: software built by someone who understands the law, shipped fast, and made to last, and owned by you.
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Custom AI systems & agents.
Bespoke AI for a specific problem: retrieval assistants, copilots, multi-step agents, structured extraction, classification, and the evaluators that keep them honest.
RAG & copilots
Agents
Extraction
Evaluators
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Automation & workflows.
The manual, repetitive work that quietly eats a week - captured, routed, and done. Document and filing automation, approvals, reminders, and handoffs that run without anyone babysitting them.
Process automation
Document generation
Approvals
Notifications
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Legal-tech products.
Software that understands legal and regulatory reality: practice and matter management, intake and conflicts, contract review and redlining, compliance, and predictive analysis.
Matter & case mgmt
Intake & conflicts
Contract review
Compliance
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Data, dashboards & analytics.
One live view instead of six spreadsheets. Operational dashboards, KPIs, revenue and pipeline projections, reporting, and the data cleanup and migration that makes them trustworthy.
Dashboards
Forecasting
Reporting
Data migration
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Client & stakeholder portals.
A branded space where clients, citizens, or stakeholders log in, see status, exchange documents securely, and message you - with access controls that respect privilege and the record.
Branded portals
Secure exchange
Status & messaging
Access control
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Websites & digital presence.
Fast, credible, editorial websites with intake built in - not a brochure that sits there. Wired to booking, analytics, and SEO so a first read turns into a captured enquiry.
Editorial sites
Intake built in
SEO
Analytics
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Internal tools & registers.
The unglamorous software a team actually runs on: trackers, compliance and licensing registers, receivables, lightweight CRMs, and admin panels - built around how you work.
Trackers
Registers
Receivables
Admin panels
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Integrations & infrastructure.
Make the tools you already pay for talk to each other. APIs, data pipelines, authentication and SSO, deployment, and the observability that tells you it's all still working.
APIs
Data pipelines
Auth & SSO
Observability
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AI strategy, audits & enablement.
Not sure where AI actually fits? A systems audit, an AI-readiness review, prompt and evaluation design, governance, and training so your team can run what gets built.
Systems audit
AI readiness
Governance
Team training
Signature builds
01
AI & automation
AI that does the work, not demos.
A good fit when
When something repetitive and judgment-light is stealing hours, or an AI idea keeps stalling at the demo stage.
Most AI never leaves the slide deck. I build the kind that runs in production - agents and workflows wired into the exact points where they remove a real job from someone's week. Retrieval that answers with citations, extraction that turns mess into clean data, automations that file, draft, route, and follow up. Always with the guardrails a regulated team would insist on: evaluations, audit trails, and a human in the loop where it matters.
You walk away with
RAG assistants & copilots with citations
Multi-step agents & process automation
Structured extraction & classification
Evaluations, observability & a runbook
02
Products & systems of record
Systems for legal and regulated work.
A good fit when
When you're running ten disconnected systems, or off-the-shelf legal and govtech tools never quite fit how you work.
The software a practice, department, or regulator runs the day on. Matter and case management, intake and conflict checks, contract review, compliance and obligation tracking, predictive analysis - built by someone who has read the rules and the case files, not just the API docs. A calendar entry can be a deadline, a draft can be privileged, a missed detail can be a breach, and the system is built to know the difference.
You walk away with
Matter, case & docket management
Intake, triage & conflict checks
Contract review & compliance registers
Audit trails fit for regulated work
03
Front door & decisions
Portals, sites, and the numbers behind them.
A good fit when
When client comms, intake, or reporting are eating the week, or leadership is flying without a live picture.
Everything your clients, citizens, and team actually touch - and the data that tells you what's happening. Branded client and stakeholder portals, modern websites with intake built in, and operational dashboards that replace spreadsheet chaos with one live view. Less back-and-forth, fewer 'any update?' emails, and decisions backed by numbers instead of vibes.
You walk away with
Client & stakeholder portals
Websites with intake & booking
Operational dashboards & forecasting
Reporting your team will actually use
How I build
Lawyer-grade rigor
Built by someone who has practised. The assumption underneath every system: what looks like an edge case is usually the case.
Boring, durable tech
TypeScript, Python, Postgres, and the model that fits the job. I pick the choice that still works in two years, not the loudest one.
AI with guardrails
Evaluations, citations, and a human in the loop where it matters. AI that earns trust by being correct, not by being clever.
Security & confidentiality first
Access controls, encryption, and structures that respect privilege and the record. An NDA before any specifics are shared.
How it works
01
Free call.
Twenty to thirty minutes. We map the real problem - the one eating your hours, not the one a vendor pitched you.
02
Scope & spec.
A one-page spec you sign off before any work starts. Fixed scope, a clear plan, exit ramps on both sides.
03
Build.
Weekly demos, refined with you against real use. No surprise pivots, no status theatre.
04
Hand over.
Code, documentation, an operating runbook, and a walkthrough - plus a fix window after delivery.
Ways to work together
Audit
A prioritized plan of what to automate or build, with estimates.
The low-risk first step. ~3 days.
Build
A defined v1 of a tool, system, agent, or portal.
Fixed scope, days to two weeks.
Retainer
Ongoing product partnership as you grow.
Scoped per quarter, exit ramps on both sides.
Embedded
I sit inside your team for a focused phase.
For momentum and a missing build function.
Every engagement includes
A one-page spec you sign off before work starts
Weekly demos, not status theatre
Code, documentation, and an operating runbook
A handover walkthrough and a fix window after delivery
Full ownership of your code, data, and IP
An NDA before any specifics are shared
You own it all. Code, data, prompts, and models are yours from day one. If an off-the-shelf tool is genuinely the right answer, I'll tell you that too.
Who it's for
Governments & public bodies
Courts & regulators
Law firms & chambers
In-house & compliance
Corporations
Startups & founders
If your work runs into law, AI, technology, or automation, there's something here for you.
ready to scope something real?
A free call. We'll know within the first ten minutes whether it's worth building, and what it would take.