Some teams avoid AI because the tool is too clunky to be worth the effort. Some quietly use tools we haven't approved, a compliance risk. Some read AI-drafted messages from HQ or clients as blunt, even rude, a relationship risk. Our Human-AI Friction Audit finds out which, and why, then fixes it so people and AI work seamlessly together.
of frontline staff in India already use AI several times a week. (BCG, June 2026)
Yet 95% of generative AI pilots deliver zero ROI and never scale - not because the models fail, but because tools get bolted on top of workflows instead of built into them. (MIT, State of AI in Business 2025)
Half of organisations have no shared standard for how people and AI should work together. (BCG) Into that gap flows three kinds of friction: tools too clunky to be worth the effort, so people quietly go around them, a usability risk. Unsanctioned AI used off the books, a compliance risk regulators and clients now take seriously. And AI-drafted messages from HQ or clients that land as blunt, even rude, with the teams in India, a relationship risk.
Teams in Flow - your humans aligned with each other. AI in Flow - your humans aligned with your AI.
Not a survey. Structured conversations that surface what people actually do: what they've quietly stopped using, what they use instead, and why. We name the friction, usability, compliance, relationship or trust, then fix it.
AI drafts and speeds things up. Your people still own the outcome: their judgement, expertise and the final call don't go away.
The same four-stage method we use across every engagement, pointed at AI adoption specifically - so the standard you end up with is built for how this team actually works, not imported from global HQ.
Team by team, tool by tool. We find where AI is missing the mark: tools people find too clunky to bother with, shadow AI running under the radar, and AI-drafted messages from HQ or clients landing as blunt or rude with the team here.
Bespoke prompts, so messages from HQ and clients land right with your India team. A working standard for safe, sanctioned use, closing the compliance gap, simple enough to actually follow, not a policy document nobody reads. And hands-on training on the tools themselves, so using them properly is faster than working around them.
The standard gets built into the AI tools your team already uses, then measured with a Test vs Control pilot against the metrics you already track.
Managers use it first, visibly. We also find and back local champions, people who've genuinely made it work in their own role, since credibility travels sideways between colleagues faster than it travels down from a manager. Humans and AI working together, not around each other.
"Buying me was the easy part. Working with me is the bit everyone assumes will just happen." - Claude, Anthropic
AI adoption rarely fails for one reason. It usually fails for several, at once.
Fear plays into the first two: 30% of employees already use AI secretly, worried that using it well marks their role as replaceable. (Ivanti, 2025) The relationship risk is different. It isn't fear. It's tone, arriving from the other side of the corridor.
None of this means stepping back from AI. It means people stay in charge of it. AI drafts, suggests and saves time. Your team's insight, expertise and judgement still decide what's right, and still own what goes out the door.
A Human-AI Friction Audit naming exactly where the friction sits, plus the fix: bespoke prompts, a governance-ready working standard, and hands-on training, so people stay firmly in charge of the outcome. Proven in a Test vs Control pilot against your own metrics.
Leaders rolling out AI across Indian delivery teams where adoption has stalled - or where the rollout is still ahead of you and you want the cultural defaults right from day one.
Typical clients are C-suite leaders, Heads of Delivery and AI transformation leads running GCCs or delivery pods of 30 or more people across Hyderabad, Bengaluru, Pune, Chennai, Delhi-NCR and Mumbai - working into UK, US and EU markets where our data shows adoption guidance rarely accounts for how India actually communicates.
Your delivery team is already live and something isn't landing with the client. We diagnose where throughput is leaking - and fix it against the numbers you already track.
Explore Active Teams Teams in FlowSetting up a new GCC or global delivery centre? We install the right cultural defaults - before day one or in the first months - so friction never gets a foothold.
Explore New Teams Cross-Cultural ConsultingM&A integration, leadership and graduate programmes where cultural alignment is the variable that determines whether the investment pays off.
Explore AppliedThanks, we'll be in touch soon.