Agents that solve a workflow. Then improve it.
Every agent we build starts with one specific job, ships fast, proves value in production, and gets smarter from your team's daily work. Pick the use case closest to your business.
Snap a business card. Get a sales brief.
A field salesperson snaps a photo after a meeting. Within 30 seconds, the lead is in the CRM, the prospect is researched, and the team has a follow-up brief in their inbox.
Take a quick snapshot of the business card after a meeting, event, or site visit. WhatsApp, email, or in-app camera.
OCR pulls out name, company, job title, phone, email, website, and notes. Handles messy handwriting and tilted cards.
The agent creates the lead, attaches the card image, tags the source, and assigns the next action to the right rep.
It searches the company, website, public signals, and recent news to prepare context the rep can use in the follow-up.
Sales gets a short brief: who they are, what they likely need, and the best angle for first contact — delivered to email, Telegram, or Slack.
Every follow-up outcome is logged. After 30 days, the agent knows which brief styles lead to meetings and which don't — and writes them better.
Fintech & Financial Services
- Loan pre-screening — multi-agent extracts financials, runs risk model, routes only qualified leads to underwriters
- KYC automation — document OCR + sanctions screening + risk scoring in under 2 minutes
- Fraud detection triage — agent analyses alerts, escalates only true positives, cuts false-positive workload by 80%
- Regulatory report drafting — scaffolds SAR/STR drafts, compliance team reviews and signs off
Healthcare & Pharma
- Patient report generation — Ollama + RAG, fully local deployment for HIPAA-style compliance
- Clinical trial matching — agent scans active trials, matches patient criteria, surfaces opportunities
- Appointment triage — routes urgent vs routine intelligently, frees front-desk time
- Drug interaction check — agent cross-references patient meds against new prescriptions in real time
E-commerce & Retail
- Customer support automation — multi-agent handles 60% of tickets end-to-end, escalates the rest with full context
- Product description generation — agent writes SEO copy from specs, matches your brand voice
- Inventory forecasting — predicts demand from sales history, weather, and event data
- Returns processing — triages, approves low-risk automatically, escalates edge cases with reasoning
Professional Services
- Contract review — agent reads contracts, flags risks against your playbook, never replaces lawyer judgement
- Due diligence research — multi-agent pulls data from multiple sources, drafts structured summary
- Invoice reconciliation — agent matches invoices to POs, flags discrepancies for human review
- Client onboarding — collects documents, runs KYC, populates CRM, schedules kickoff
Manufacturing & Logistics
- Predictive maintenance — agent reads IoT sensors, predicts failures before they happen, alerts engineers
- Quality control triage — reviews QC reports, escalates patterns the team should investigate
- Supply chain monitoring — tracks shipments in real time, predicts delays before customers ask
- Route optimisation — real-time fleet routing via MCP integration with your TMS
Agencies & Marketing Teams
- Content production pipeline — research → write → SEO → publish, multi-agent orchestration
- Client reporting — agent pulls analytics from multiple platforms, drafts the monthly report
- Social media scheduling — suggests posts from your content bank, queues for human review
- Ad creative testing — generates variants, tracks performance, surfaces winners
Every use case follows the same disciplined approach.
No black boxes. You see what we build, why we build it, and how it improves over time. Discovery → Design → Build → Deploy → Optimise. Each sprint delivers a working piece.
See the Full Methodology →Don't see your use case?
If you have a process that runs on data and decisions, we can build an agent for it. Most of our best work starts with a 30-minute call.
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