Operational Intelligence · Built for Professional Services

Most firms automate
the problem.
We fix it first.

We come from operations research and business analysis, not software. We map your system, find what's actually breaking, then build the intelligence that changes it.

See the Audit See it working →
5 to 50
People · Our sweet spot
4
Live demos · Built in public
1
Principle · Process first
Fix the process first. Then automate it.
Operational Intelligence
Statistical Process Control
Capacity Modelling
Demand Forecasting
AI Automation
Workflow Design
Variance Analysis
AI Voice Agents
Document Automation
Live Dashboards
Operational Intelligence
Statistical Process Control
Capacity Modelling
Demand Forecasting
AI Automation
Workflow Design
Variance Analysis
AI Voice Agents
Document Automation
Live Dashboards
The Reality

Most professional services firms don't have an AI problem.
They have a process problem they can't see.

Work arrives and something's off. The wrong person picks it up. Urgency gets missed. A client follows up before anyone has acted. The principal ends up involved in something that should never have reached them.

Nobody dropped the ball on purpose. The system never gave them what they needed, at the moment they needed it.

Most AI consultancies respond by bolting on a tool. We respond by mapping the system, finding where it's breaking, quantifying what it costs, and building the intelligence layer on top of something that actually works.

Our Entry Point

The Operational
Intelligence Audit.

We don't tell you where you could use AI. We show you what your operational system is actually doing, where it's stable, where it's breaking, and where it's costing money nobody has noticed.

This is possible because we come from operational research and business analysis, not software. The starting question is never "where does a tool fit." It is "what does this system do, and why does it produce these outputs."

Phase 01 · System Mapping
One structured conversation.
Up to two hours.

We don't ask for pain points, pain points are symptoms. We map how work enters, moves through, and exits your firm. Where decisions live. Where work waits. Where the same process produces different outputs.

The problems surface themselves. Usually not where you expected.

Flow mapping Queue analysis Decision nodes Variance identification
Phase 02 · Data Interrogation
Whatever data exists.
Three analytical lenses.

Emails, spreadsheets, case exports, billing records, it doesn't need to be clean. We apply SPC thinking to find where performance is out of control, capacity modelling to find the real bottleneck, and efficiency frontier analysis to measure the gap between your average and your best.

Where data is thin, we shift to structured estimation. The method adapts. The rigour does not.

SPC lens Capacity modelling Efficiency frontier Forecasting
Deliverable 01

The Friction Map

A visual of your operational system, where drag exists, why, and what it costs. Quantified where the data supports it. No jargon. No 40 page report nobody reads.

Deliverable 02

The Opportunity Stack

Interventions ranked by leverage, not by how impressive they sound. Each names the process, the intervention, and the estimated impact. Some won't involve AI at all. That honesty is part of the value.

Deliverable 03

The Recommendation

One clear next step. Not a menu of options. The single highest leverage move available to your firm right now. This is where the engagement begins.

Deliverable 04

The People Plan

Role Architecture for the roles automation touches, which tasks should leave the human, which must stay, and what your team is freed up to do instead. Automation with a plan for your people, not just your processes.

Ready to see what your
system is actually doing?
Start with the audit.

Book the Audit

The audit is built for you if

  • You're a professional services firm of roughly 5 to 50 people
  • You have recurring, repeatable work worth mapping
  • At least one person can speak honestly about how the firm really runs
  • You'd rather fix the process than be sold another tool

It probably isn't the right time if

  • You're looking for a one click AI tool to plug in and forget
  • There's no recurring volume to analyse yet
  • You want software sold to you before the problem is diagnosed
How It Works

Three stages.
Permanent results.
No disappearing act.

We don't hand off a prototype and leave. We work alongside your team through every stage, until the new way of working is just how work gets done.

01
Identify

We start with the audit, mapping your actual system before touching a single tool. Where time is being lost. Where risk lives. Where the manual work is hiding. We find what will actually move the needle and ignore the rest.

02
Build

Once we know what matters, we build fast. No expensive software subscriptions. No custom code your team can't maintain. Automation that fits your existing systems and works exactly as it should from day one.

03
Embed

We work side by side with your team, training, refining, integrating. By the time we step back, it's not a project anymore. It's just your operation.

What We Build

Operational intelligence that removes the invisible from your operations.

Tool agnostic. Industry agnostic. We work with what you already have and build around it, no rip and replace, no long term software dependency.

⚡

Process Automation

Whole business processes automated end to end. Triggered by form submissions, emails, calendar events, or any other input. Built on tools you already use.

🧠

AI Classification & Triage

Emails, documents, calls, and data classified and routed automatically by AI. Urgent things surface immediately. Everything else handled in the background.

📞

AI Voice Agents

Inbound calls answered, qualified, and routed 24/7. Structured questions asked every time. Full summary delivered automatically to whoever needs it.

📋

Compliance & Audit Systems

Every critical check, decision, and action logged automatically with timestamps and reference numbers. Proof of process, without any manual effort.

📄

Document Generation

Proposals, reports, letters, and templates generated automatically from your data. Consistent, professional, and produced in seconds rather than hours.

📊

Reporting & Dashboards

Operational data pulled together and delivered automatically. The numbers your leadership actually needs, without asking for them.

📈

Operational Forecasting & Capacity Intelligence

Demand forecasting, capacity modelling, and bottleneck detection grounded in operations research methodology. Know what's coming before it becomes a problem.

Don't see your use case?
Let's scope it together.

If you have a manual process, a repetitive task, or an operational bottleneck, there's almost certainly a build for it. The first conversation is free.

People Forward AI

AI takes the repetitive.
Your people take the valuable.

Every conversation about AI in a small firm carries the same quiet fear: is this going to cost people their jobs? Our answer is no, and it is built into how we work. We don't replace your people. We rebuild what they do, lifting the repetitive, low judgement work off their plate so their hours go to the things only a person can do.

Step 01

Decompose

We break a role down into the tasks it actually contains, not the job title, the real work that fills the week.

Step 02

Score

Each task is scored: repetitive and rules based, or human judgement? Only the first kind is a candidate for automation.

Step 03

Map

What remains is mapped against where each person is genuinely strong, the work they're best at and most engaged by.

Step 04

Rebuild

The role is rebuilt around higher value work. The repetitive load goes to automation. The person grows into what matters.

Grounded in operations research, not slogans. Role Architecture draws on the assignment problem, the discipline of matching work to the resource best suited to it. It's why our automation always arrives with a plan for your people, delivered as part of every audit.

See It Working

Not a prototype.
A working system.

Four live demos showing operational intelligence built end to end, from AI voice intake through to real time operational dashboards. Built in public. Shipped in weeks.

Demo 01

Automated Conflict Check System

30 second intake form triggers three simultaneous database checks. Four outcomes, instant conflict alert, full timestamped audit trail. Form to result in under 60 seconds. Every time.

Live
Demo 02

AI Email Triage & Intelligence

Every incoming email read, classified, and routed automatically by AI. Court deadlines flagged urgent. Instant phone alerts for anything critical. Full morning briefing at 8am.

Live
Demo 03

Live Operational Intelligence Dashboard

Client conversation to AI analysis to structured data to real time Looker Studio dashboard, operational visibility from intake to insight.

Live
In production
Demo 04

Capacity Intelligence System

Real time capacity modelling showing demand versus throughput, utilisation rates, and forward looking bottleneck detection, grounded in OR methodology.

Coming soon
Why Ashtara AI

Operations researchers first.
AI builders second.

Most AI consultants come in with tools and leave with a prototype. Six months later nothing has changed, because nobody fixed the underlying process first.

We're the other way around. Operations research, business analysis, workforce planning, and forecasting is where we come from. Technology is what we layer on top of a solid foundation.

01

Process first. Always.

We diagnose before we prescribe. Every engagement starts with understanding your workflows, not selling you a tool. The audit is designed to find the real problem, not validate a solution we've already decided on.

02

Analytical depth, not just automation.

Our background in operations research means we build systems grounded in how work actually flows, SPC, capacity modelling, forecasting, not just what AI can do on top of a broken process.

03

Tool agnostic by design.

We don't push a platform. We work with what you already have. If your data exists somewhere, we can build intelligence around it.

04

We stay until it works.

We don't vanish after delivery. We stay through adoption, training your team, refining based on real use, iterating until it runs without us. That's what separates a working system from a shelved project.

05

Honest about what automation can and can't do.

Some of what we find won't need AI at all. We'll tell you that. Automation supports process, it doesn't replace thinking. We tell you exactly what it will and won't do before we build a single thing.

Senura Hatharasinghe, Founder of Ashtara AI
Senura Hatharasinghe
Founder & Director · Ashtara AI
The Person You'll Work With

Rigour you can put a name to.

I'm Senura, the founder of Ashtara, and the person who will actually do the work. I didn't arrive at AI through software. I came through operations research and business analysis: the discipline of understanding why a system produces the outputs it does. I hold an MSc in Business Analysis and Consulting with Distinction from the University of Strathclyde and a First Class degree in International Business Management, and I learned how real operations behave inside large, complex organisations long before I built my first automation.

What I care about most is the operation in front of me. I have never believed two firms are the same, and I don't build as if they are, I start by understanding what makes yours specific, then design for that, not a template. I'm also drawn, almost compulsively, to what's coming next: the bottleneck, the risk, the capacity problem you can't yet see. Helping firms get ahead of that is the entire reason Ashtara exists.

And when I take something on, I stay with it. I have no interest in handing over a clever prototype and disappearing, what matters to me is that the system still works months later, when I'm no longer in the room. Above all, I believe technology should make people more valuable, not less. That isn't a tagline. It's the principle the whole business is built on.

CliftonStrengths, how I'm wired
Individualization Futuristic Responsibility Developer Significance
MSc Business Analysis & Consulting (Distinction), University of Strathclyde
BA (First Class Hons) International Business Management
Operations research toolkit: SPC, capacity modelling, forecasting, MCDA
Speaking at OR Society Scotland, July 2026
FAQs

You've got questions.
We've got answers.

What exactly is the Operational Intelligence Audit?

+

A structured diagnostic of how your firm actually operates, not how you think it does. We map your workflows, apply analytical lenses from operations research, and deliver three things: a Friction Map showing where you're losing time and money, an Opportunity Stack ranked by leverage, and a single clear Recommendation. Delivered within two weeks. Get in touch to discuss scope and pricing.

How do I know if my business is ready for this?

+

If you have repeatable work, recurring volume, and at least one person who can speak honestly about how things actually run, you're ready. You don't need clean data or documented processes. If it exists in spreadsheets, emails, or people's heads, we can work with it. Get in touch and we'll tell you honestly whether we're the right fit.

Do we need to replace our existing software?

+

No. We build around what you already have. We don't push a platform or require you to change your systems. If your data can be accessed or exported, we can build intelligence around it.

How long does it take to see results?

+

The audit delivers within two weeks of receiving access to your data. For project work following the audit, most core automations are built, tested, and running within two to three weeks. We show you working demos before anything goes live.

We've tried AI before and it didn't work. Why would this be different?

+

Most AI implementations fail because they start with the tool, not the process. We fix the workflow first, then build automation on top of something that already works. That sequencing is the difference between a project that gets shelved and one that actually runs. Our background is operations research, not software sales.

What industries do you work with?

+

Any professional services firm of 5 to 50 people with repeatable workflows worth mapping, law, consulting, advisory, agencies, and similar. The analytical methodology travels across sectors. If you have recurring work, undocumented processes, or operational bottlenecks, we can help.

Does working with you mean cutting people from my team?

+

No, and we'd push back if that were the goal. Our approach is People Forward: AI takes the repetitive work, your people take the valuable work. We use a method called Role Architecture to map which tasks should leave the human and which must stay, so automation gives your team their hours back rather than replacing them. Every audit includes a People Plan that sets this out.

Get in Touch

Let's talk about
your operations.

Tell us where your business is losing time or carrying unnecessary risk. We'll tell you exactly what's worth automating, and what isn't. First conversation is always free.

hello@ashtara.co.uk
ashtara.co.uk
Based in Aberdeen, Scotland
Ashtara AI Ltd · SC888350

Message received.

We'll be in touch within 24 hours. In the meantime, follow along on LinkedIn, we're building in public.

Most businesses will react to AI.
The ones with a plan will lead.

Start the conversation