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Domain accelerators

15 accelerators. Each one runs in your browser today.

An accelerator is a working agent for one domain: prompts, input schema, sample data and an integration plan. We start your project from it and adapt it to your data, systems and rules, so the first version is in front of your users in weeks, not quarters.
Banking & lending01

Loan document underwriting agent

Reads a loan file, extracts the figures, checks them against your credit policy and drafts the credit memo for an officer to sign off.

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Insurance02

Claims intake & triage agent

Takes a first notice of loss, checks it against the policy wording, flags fraud indicators and routes it to the right next action.

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Healthcare03

Clinical notes to structured summary

Turns a doctor's shorthand notes into a discharge summary, suggested codes for coder review and a follow-up plan.

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Pharma04

Regulatory & literature research assistant

Answers regulatory and scientific questions only from your document set, with a citation for every statement.

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Retail & e-commerce05

Catalogue enrichment + shopping assistant

Turns raw supplier data into complete product listings and answers shopper questions from the same product facts.

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Manufacturing06

Maintenance copilot

Gives technicians a ranked list of likely causes and step-by-step checks from machine logs, manuals and past work orders.

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Logistics & supply chain07

Shipment exception agent

Watches shipment events, classifies each exception, finds the likely cause and drafts the actions and customer update.

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Telecom08

Customer care agent with network context

Answers subscriber complaints using live network and account context, so the reply explains the real cause and the next step.

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Energy & utilities09

Bill & meter anomaly explainer

Explains why a bill changed, using meter readings, tariff slabs and reading type, and flags readings that need a site visit.

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Legal10

NDA Intelligence: clause risk, compare and redline

Reviews NDAs clause by clause against your legal playbook, compares two drafts side by side and proposes redlines, with every finding tied to the exact clause text.

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HR & talent11

Resume screening & interview kit

Scores a resume against the job's must-haves with evidence, and builds a structured interview kit for the panel.

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Education12

AI tutor (Shishya)

The tutor behind Shishya, Surge's live learning platform: step-by-step explanations, the common mistake, and practice questions.

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Government & public services13

Multilingual citizen services assistant (English/Hindi/Telugu)

Answers citizen questions about services and schemes in English, Hindi or Telugu, strictly from the department's own rules.

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Marketing & digital experience14

Content & campaign agent for CMS (AEM)

Turns a campaign brief into CMS-ready content fragments, A/B variants and channel copy, inside your brand rules.

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IT operations & customer support15

Agentic IT support desk with grounded answers and human hand-off

Answers employees' IT questions only from your approved knowledge base, with citations, checks every answer before it is shown, and hands risky cases to a person with a ready ticket.

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What you get

What an accelerator includes

  • Task-specific prompts and output formats, with synthetic sample data for that domain
  • An input schema that maps to your source systems
  • Acceptance tests built from your own cases in week 1 and re-run on every change
  • An integration plan: APIs, data needed, and deployment on-prem or in the cloud
  • A recommended open-source model for your infrastructure, with an optional foundation-model backup only where you approve it

Want one of these on your data?

A working session with our architects on one of your use cases. You bring a process and sample documents; we leave you with a scoped plan: model, hosting, integrations, timeline and cost range.