AI solutions

AI shaped to your process

Most organisations already have the data and the intent. What they need is AI that fits how their teams actually work, connects to the systems they already use, and is measured by results. That is what we build.

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How long until it is live?

A typical first production deployment takes three to six months, from discovery to live use.

Found in How an engagement runs

The opportunity

The data is there. The fit is missing.

TodayWith custom AI
Off-the-shelf tools that don't fit real workflowsSolutions mapped to your exact processes
Knowledge trapped in documents, tickets and silosYour own data, searchable and reliable
Repetitive work that grows headcount, not outputRoutine work automated, people freed for higher-value tasks
Decisions made on late or incomplete informationMeasurable outcomes, not experiments that stall

What AI can do for you

Four ways we put AI to work

Hours to minutes

Automate workflows

Take repetitive, rules-and-language-heavy work off your team's plate, reliably and at scale, with people kept in the loop where it matters.

  • Document processing, extraction and classification
  • Routing and triage of requests and tickets
  • Drafting, summarising and data entry across systems
  • Approval steps for anything sensitive or high-risk

OutcomeStaff move from processing to judgement work, with fewer errors and a clear audit trail.

Invoice INV-220714 fields read
SupplierKonkan Steel Works
Amount₹1,84,500
Due12 Nov 2026
Over ₹1,00,000: needs approval
ApproveEdit

Answers in seconds

Improve decision-making

Turn scattered documents and data into fast, trustworthy answers, so decisions are made on current, complete information.

  • Answers drawn from your own knowledge base
  • Every answer cites its source
  • Forecasting for risk, demand and performance
  • Dashboards that show what needs attention now

OutcomeExperts spend less time searching and more time deciding, with confidence in the source.

Technical library10,000+ documents
See section 6.2 of the validation protocol, verified by swab test after each product change.
SOP-QA-114, page 12

Open around the clock

Enhance customer experience

Give customers fast, accurate, always-available support, grounded in your policies, products and data.

  • Assistants trained on your knowledge, not the open web
  • Support in several languages, across channels
  • A smooth handover to your team when needed
  • Replies that reflect each customer's context

OutcomeHigher satisfaction and routine queries resolved, without growing the support team.

Support chatHindi
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Talk to a person

Same team, more done

Run more efficiently

Compound the gains across your organisation: a lower cost to serve, faster cycles, and capacity that scales without adding headcount.

  • Fewer manual steps from end to end
  • A lower cost per transaction, ticket or document
  • Faster turnaround from request to resolution
  • Capacity that grows with demand

OutcomeGains that show up in cost, in speed and in your ability to scale.

Average first responseE-commerce support
Before45 min
After3 min

Our approach

Tailored, integrated and measured

  • Tailored to youWe start with your processes, not a product. Every solution is designed around how your teams actually work.
  • Integrated, not bolted onAI that connects to your existing systems, data and tools, so it lives inside your workflow rather than beside it.
  • Measured by outcomesSuccess is defined up front in business terms, such as time saved, cost reduced and accuracy gained, and then tracked.

People in control

Trustworthy by design

  • Grounded in your dataAnswers come from your own documents, policies and data, not the open web.
  • Sources you can checkEvery answer cites where it came from, so experts can verify it in seconds.
  • Approval for anything sensitiveHigh-risk actions wait for a person to approve them before they happen.
  • Secure as standardRole-based access control, encryption and full audit logging.

How an engagement runs

From first use case to production

A typical first production deployment takes three to six months, from discovery to live use.

  1. 01

    Discover

    Map your processes and find the use cases worth most.

  2. 02

    Prepare

    Gather, clean and connect the data the solution will rely on.

  3. 03

    Build

    Build the solution and integrate it with your systems.

  4. 04

    Validate

    Test it against the success measures agreed at the start.

  5. 05

    Deploy

    Roll it out to your teams, with training and support.

  6. 06

    Improve

    Monitor, support and keep improving after launch.

Results

Custom AI, delivered and running

Outcomes our clients measured. Client names are kept confidential.

  1. Pharmaceuticals

    Knowledge at their fingertips

    Search and question answering across more than 10,000 technical documents, with every answer drawn from the documents themselves.

    • 85%faster document queries
    • 90%accuracy on technical answers
  2. Financial services

    Compliance, on demand

    An assistant that answers complex regulatory questions with confidence, grounded in the firm's own policies.

    • 70%fewer support tickets
    • 24/7guidance available
  3. E-commerce

    Support that scales

    Customer support that finds its answers in product and policy data, and hands the nuanced cases to people.

    • 65%of queries resolved automatically
    • 3 minaverage response, down from 45

Start with one use case.

A short discovery call to find your highest-value use case, then a scoped proof of concept with clear success measures.