Pharma analytics · AI automation · Data management
AI automation and data analytics for the operating layer
Workflow automation, AI agents and data systems for enterprise teams, with our deepest practice in pharma commercial and patient analytics.
200+ clients1,000+ projects deliveredacross 50+ locations
- Commercial58%
- Medicare27%
- Medicaid11%
- Cash4%
Pharma and life sciences
Deepest in pharma.
Commercial, patient access and hub teams rebuild the same reports every week. We unify specialty pharmacy, hub, claims and CRM data into clean master data, automated pipelines and dashboards everyone trusts.
- Patient journey and time-to-therapy dashboards
- HCP and HCO mastering across CRM, hub and claims
- AI for targeting, call planning and patient finding
Also building forHealthcare practicesSupply chain and logisticsManufacturingFinance and insuranceProcurement and supplier intelligence
Capabilities
Six practices, one operating system.
Most engagements start in one practice and grow into a second.
AI Audit and Implementation
We analyse your workflows, identify where AI genuinely carries load, and implement it. No pilot that never ships.
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Analytical Dashboards
Raw data turned into dashboards that shorten a decision. Built on the numbers leadership already argues about.
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Automation Solutions
Tailored workflow automation across sales, operations, finance and HR, designed for a real operating week.
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Data Strategy and Management
Architecture, master data management and the pipelines underneath both, so every report agrees with the next.
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Market Research
Competitor, supplier and market intelligence gathered at scale, structured for a sourcing or strategy decision.
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Growth Marketing
Digital strategy and campaign analytics tied to pipeline, not impressions.
Read moreProven results
Eight years of delivery.
Their service was exceptionally helpful and brilliant. In my opinion, their work is excellent and flawless. I strongly recommend them.
Delivered exceptional work ahead of schedule with remarkable professionalism. Their proactive approach and commitment to excellence make them an invaluable asset to any team.
The best service provider I have ever worked with. I cannot thank them enough for all the work they have done for me. Absolutely amazing quality.
Case studies
Real work, measured.
Automating supplier scouting for a supply chain company
A sourcing and supplier quality firm moved from manual supplier scouting to an automated process with higher accuracy: 85 percent less time and 91 percent lower cost.
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A disorganised fintech startup, rebuilt as a system
Early-stage fintech with no operating record, rebuilt around automated workflows and a single reporting layer.
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Procurement and vendor management
Vendor master, risk tracking and an intake-to-award pipeline that a sourcing team runs the week on.
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Clinician submission portal
A submission and review portal for clinicians, built to survive real caseloads rather than a demo.
Read the case studyPharma AI tools series
The AI tools pharma teams use.
Ten shortlists, one for each commercial, medical and patient services team.
Browse all 22 AI automation guides
AI Agent and Chatbot Development
We build AI agents and chatbots that do real work: reading documents, answering from your knowledge base and acting in your systems, with guardrails.
AI Consulting and Implementation Services
AI consulting that ends in working systems: we find where AI pays off in your operations, then implement and integrate it, not just recommend it.
AI Workflow Automation, Built and Run for You
AI workflow automation services: we build AI workflows that read, classify and act across your systems, then run, monitor and improve them for a monthly fee.
Fractional Chief AI Officer (CAIO): Role, Cost and First 90 Days
What a fractional Chief AI Officer does, CAIO salary and fees from cited 2026 sources, AI readiness, governance, the first 90 days and how to hire one.
Best 10 AI Tools for Human Resources (HRTech) Industry
Discover the best 10 AI tools in HR tech, and how they improve recruitment, talent management, employee engagement and workforce analytics.
Best 10 AI Tools for Construction & Real Estate Industry
The 10 best AI tools for real estate and construction in 2026: what each one does, who it suits, and which AI is good for real estate developers.
Best 10 AI Tools for Logistics Industry
The 10 best AI tools in logistics for 2026: AI logistics software for routing, fleet, warehouse and visibility, and how logistics companies choose.
Best 10 AI Tools for Sustainability & ESG Industry
The top AI platforms for ESG analysis and sustainability reporting compared: Persefoni, Watershed, Envizi and cost-effective options for smaller teams.
Best 10 AI Tools for Manufacturing Industry
Discover the top 10 AI tools revolutionizing manufacturing from predictive maintenance to digital twins. Boost efficiency with smart AI.
Best 10 AI Tools for Retail Industry
The 10 best AI tools for retail, from demand forecasting and pricing to logistics and supplier intelligence, and what each one does well.
Best 10 AI Tools for Restaurant Industry
Best 10 AI Tools for Restaurant Industry The restaurant industry is evolving faster than ever, thanks to Artificial Intelligence. From predicting demand to automating orders, AI is helping...
Best 10 AI Tools for Finance & Insurance Broker Industry
Discover the top 10 AI tools for finance and insurance brokers from fraud detection to underwriting and virtual assistants.
Better AI Answers Checklist: 6 Mistakes Behind AI's Bad Answers
A better AI answers checklist: the 6 mistakes that make ChatGPT or Claude give bad answers, and the plain fix for each one, from context to checking the source.
Make AI Write Like You Checklist: 9 Ways to Sound Like Yourself
A checklist to make AI write like you: 9 plain steps for ChatGPT, Claude or any AI so your emails, posts and proposals sound like you, not like AI.
Bank Reconciliation Automation: Every Bank Entry Matched to an Invoice, Only the Odd Ones Left for You
Bank reconciliation automation: every bank entry matched to an invoice by amount, date and reference, part payments included, only the odd ones left for you.
Better AI Prompts Checklist: 10 Prompts That Beat "Summarise This"
A better AI prompts checklist for anyone who uses ChatGPT or Claude at work: 10 exact prompts that get clearer, shorter and more useful answers.
Claude for Excel Checklist: 8 Things to Ask About Your Spreadsheet
A Claude for Excel checklist: 8 things to ask Claude or any AI about your spreadsheet, from broken formulas to messy exports, each in plain words.
Claude Settings Checklist: 8 Settings Worth Turning On Today
A Claude settings checklist: memory, Projects, project instructions, Reflect and connectors, what each one does and where to find it, in plain words.
Claude Tricks Checklist: 10 Features and Prompts Worth Trying Today
A Claude tricks checklist for anyone who uses AI at work: 10 features and prompt habits, from Projects and Memory to Excel files and scheduled tasks.
ESG Reporting Automation: What to Automate Before Your Next Disclosure or Customer Questionnaire
ESG reporting automation for mid-sized firms: SB 253 and Scope 3 deadlines, which data to automate, build vs buy, a rollout plan and when a spreadsheet will do.
Free Business Tools Checklist: 10 Free Tools Every Small Business Needs
Free business tools checklist for small business owners: 10 tools with a free plan, what each does for you, and the one that brings customers in.
Upload to Claude Checklist: 8 Things to Stop Reading Yourself
An upload to Claude checklist: 8 files to hand to Claude or any AI instead of reading them yourself, each with the exact question to ask.
Insights
Notes from the work.
NDC Product Hierarchy in Pharma: Why a Dose Change Shows Up as a Lost Patient, and How to Fix It
Why specialty brand reports read a dose step-up as a stopped patient, and how an NDC product hierarchy keeps patient counts, persistence and units honest.
H1 vs IQVIA: Which HCP Data Platform Fits Your Pharma Commercial Team in 2026
H1 vs IQVIA for pharma commercial teams: published coverage figures, what each is built for, a scorecard, a launch example and how to test both before signing.
HCP Segmentation in Pharma: How to Build One That the Field Uses
HCP segmentation in pharma, step by step: the data to use (including free CMS data), a worked decile example, common mistakes and when to skip it.
Tell us where the week goes
A senior consultant will map where the time goes, name what is worth automating and what it takes. No obligation after it.