AI strategy
Find the few AI opportunities that matter, build the business case, and leave with a sequenced roadmap your team can execute.
Opportunity mappingAI readinessRoadmaps
For mid-sized businesses and professional firms
Take on more work without adding more people.
Build an operating model where AI runs the work and your team leads it.
Senior-ledStrategy to execution
Outcome-firstNo innovation theatre
Example
Hi, please quote 200 office chairs for our new Pune branch. Needed by the 15th.
CustomerRohan Mehta
ProductOffice chairs
Quantity200
Delivery cityPune
Required by15 October
Filled from the enquiry. Confirm or edit.
Built on the tools you already run. Your team owns it.
From ambition to operationFaster decisionsMore team capacityBetter productsMeasurable value
Client work
Automated product-ops releases and marketing-content production.
Automated compliance checks and digitised client onboarding.
What we do
Strategy that survives
contact with reality.
Senior, hands-on support where business strategy, product thinking, and intelligent automation meet.
Operations automation
Redesign repetitive, error-prone workflows and implement practical automations that create capacity without adding complexity.
Process designDocument and intake flowsImplementation
Product acceleration
Sharpen product direction, validate the right bets, and help established teams move from uncertain idea to shipped outcome.
Product strategyDiscoveryDelivery systems
Solutions
Start from your
job to be done.
Or from the kind of business you run. Either way, you land on something specific.
- 01
Lead & enquiry follow-up
Every enquiry gets a first reply. Not most of them.
Filled: the first reply
- 02
Document collection
Client papers arrive before the deadline. Nobody sends the reminders.
Filled: the reminder
- 03
GTM & outreach
Each list gets a message written for it.
Filled: the shortlist
- 04
Customer support
Every ticket gets a first answer before anyone opens it.
Filled: the first answer
- 05
Onboarding & delivery
New clients get value faster, with less hand-holding.
Filled: the checklist
- 06
Product operations
Less coordination overhead, more shipped product.
Filled: the status update
- 07
Finance operations
Close faster, invoice sooner, chase less.
Filled: the invoice
- 08
Reporting & visibility
The report updates itself, so everyone sees today's numbers.
Filled: the report
Example — Document collection
Attaching the Q3 GST papers. The signed engagement letter will come tomorrow.
Your tracker
ClientMeera Iyer
Q3 GST papersReceived
Engagement letterPending, expected 2 October
NextReminder set
Every reply updates the tracker. You see what’s in and what’s owed.
Start with one workflow
Which work is costing you most?
- 01
Frame
Get precise about the business outcome, constraints, and real opportunity.
- 02
Design
Shape the operating model, product direction, and practical path forward.
- 03
Prove
Test quickly with the people and workflows that will determine success.
- 04
Embed
Build capability inside your team so the change continues to compound.
Built for consequential work
Right-sized for
ambitious teams.
For leaders who need experienced thinking and tangible progress—not another deck that gathers dust.
Mid-sized businesses
Modernise the operating core before the next phase of scale.
Professional firms
Give experts more time for high-value work while improving client delivery.
Latest field notes
Practical thinking for useful AI.
AI automation
How to identify the right workflows for AI automation
A practical framework for choosing AI automation opportunities based on volume, repetition, judgement, risk, and measurable value.
Read article AI automationHow to build a credible business case for AI automation
Build a transparent AI automation business case using capacity, cost, implementation investment, risk, adoption, and payback assumptions.
Read article Product operationsAI for product management: automate the operations, not the judgement
How product leaders can use AI to remove coordination work while keeping customer judgement, prioritisation, and accountability human.
Read articleWays to work with us
Focused sprint
Two to four weeks to answer one sharp question or fix one costly workflow. Best for a first engagement.
Defined project
A scoped build — a roadmap, an automation system, a product bet — with a clear finish line and handover.
Ongoing advisory
Senior support on a rhythm: decisions reviewed, systems improved, momentum maintained month over month.
Your next move
Make the next phase
your best one.
A free intro call. Bring the challenge that matters most — see what’s possible and where to start. No obligation.
Book a Strategy Call